EmployeeEmployee![\"F5](\"https://www.f5.com/content/dam/f5/f5-logo.svg\"){kind=logo}
©2024 F5, Inc. All rights reserved. I spent a big chunk of time a few nights ago discussing neural networks with my oldest son over IM. It's been a long time since I've had reason to dig into anything really related to AI (artificial intelligence) and at first I was thinking how cool it would be to be back in college just exploring topics like that. Then, because I was trying to balance a conversation with my oldest while juggling my (fussy) youngest on my lap, I thought no, no it wouldn't.
If you guessed that this was going to tie back into application delivery, you guessed correctly. An application delivery network is not a neural network, but it often has many of the same properties, such as using something similar to a hidden layer (the application delivery controller) to make decisions about application messages, such as to which server to distribute them and how to best optimize those messages.
More interestingly, perhaps, is the ability to backpropagate errors and information through the application delivery network such that the application delivery network automatically adjusts itself and makes different decisions for subsequent requests. If the application delivery network is enabled with a services-based API, for example, it can be integrated into applications to provide valuable feedback regarding the state of that application and the messages it receives to the application delivery controller, which can then be adjusted to reflect changes in the state of that application. This is how we change the weights of individual servers in the load balancing algorithms in what is somewhat akin to modifying the weights of the connections between neurons in a neural net.
But it's merely a similarity now; it's not a real ANN as it's missing some key attributes and behaviors that would make it one.
When you look at the way in which an application delivery network is deployed and how it acts, you can (or at least I can) see the possibilities of employing a neural network model in building an even smarter, more adaptable delivery network. Right now we have engineers that deploy, configure, and test application delivery networks for specific applications like Oracle, Microsoft, and BEA. It's an iterative process in which they continually tweak the configuration of the solutions that make up an application delivery network based on feedback such as response time, size of messages, and load on individual servers. When they're finished, they've documented an Application Ready Network with a configuration that is configured for optimal performance and scalability for that application that can easily be deployed by customers.
But the feedback loop for this piece is mostly manual right now, and we only have so many engineers available for the hundreds of thousands of applications out there. And that's not counting all the in-house developed applications that could benefit from a similar process. And our environment is not your environment. In the future, it would awesome if application delivery networks acted more like neural networks, incorporating the feedback themselves based on designated thresholds (response time must be less than X, load on the server must not exceed Y) and tweak itself until it met its goals; all based on the applications and environment unique to the organization.
It's close; an intelligent application delivery controller is able to use thresholds for response time and size of application messages to determine to which server an individual request should be sent. And it can incorporate feedback through the use of service-based APIs integrated with the application. But it's not necessarily modifying its own configuration permanently based on that information; it doesn't have a \"learning mode\" like so many application firewall and security solutions.
That's an important piece we're missing - the ability to learn the behavior of an application in a specific environment and adjust automatically to that unique configuration. Like learning that in your environment a specific application task runs faster on server X than it does on servers Y and Z, so it always sends that task to server X. We can do the routing via layer 7 switching, but we can't (yet) deduce what that routing should be from application behavior and automatically configure it.
We've come a long way since the early days of load balancing, where the goal was simply to distribute requests across machines equally. We've learned how to intelligently deliver applications, not just distribute them, in the years since the web was born. So it's not completely crazy to think that in the future the concepts used to build neural networks will be used to build application delivery neural networks.
At least I don't think it is. But then crazy people don't think they're crazy, do they?
","kudosSumWeight":0,"postTime":"2008-10-09T03:57:04.000-07:00","images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNDgwNmkyNjg4MjlGRjZDOUZGODQ3?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA4MDBpREEyNzc5QTZCRTI3RTQwNw?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA1NzlpMEUyMzcxRDMwMjE0QjIwQQ?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTMxNmlBOEM2RTdBQUQ3RDMxMTcx?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDU","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTI2NzFpNUQ1REUwNUJBMTlBQjE4RA?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDY","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMzQ3MWk3Rjk5MTAzNUNGM0FEODk4?revision=1\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuMnwyLjF8b3wyNXxfTlZffDc","node":{"__ref":"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTQ4MmlGQzM0RDg1RjAyQTZDQ0Mw?revision=1\"}"}}],"totalCount":7,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"attachments":{"__typename":"AttachmentConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":true,"endCursor":"MjUuMnwyLjF8b3wxMHxfTlZffDEw","hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDE","node":{"__typename":"Tag","id":"tag:adc","text":"adc","time":"2022-01-24T02:30:05.344-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDI","node":{"__typename":"Tag","id":"tag:apis","text":"apis","time":"2022-01-24T02:33:35.925-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDM","node":{"__typename":"Tag","id":"tag:application delivery network","text":"application delivery network","time":"2022-01-24T02:33:22.078-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDQ","node":{"__typename":"Tag","id":"tag:dev","text":"dev","time":"2022-01-24T02:29:45.108-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDU","node":{"__typename":"Tag","id":"tag:devops","text":"devops","time":"2011-10-19T17:50:55.000-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDY","node":{"__typename":"Tag","id":"tag:iControl","text":"iControl","time":"2022-01-24T02:29:45.068-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDc","node":{"__typename":"Tag","id":"tag:internet","text":"internet","time":"2022-01-24T02:30:32.285-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDg","node":{"__typename":"Tag","id":"tag:load-balancing","text":"load-balancing","time":"2022-01-24T02:31:52.191-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDk","node":{"__typename":"Tag","id":"tag:microsoft","text":"microsoft","time":"2022-01-24T02:29:45.065-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMnwyLjF8b3wxMHxfTlZffDEw","node":{"__typename":"Tag","id":"tag:oracle","text":"oracle","time":"2022-01-24T02:29:45.966-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}}]},"timeToRead":4,"rawTeaser":"","introduction":"","currentRevision":{"__ref":"Revision:revision:285390_1"},"latestVersion":{"__typename":"FriendlyVersion","major":"1","minor":"0"},"metrics":{"__typename":"MessageMetrics","views":341},"visibilityScope":"PUBLIC","canonicalUrl":null,"seoTitle":null,"seoDescription":null,"placeholder":false,"originalMessageForPlaceholder":null,"contributors":{"__typename":"UserConnection","edges":[]},"nonCoAuthorContributors":{"__typename":"UserConnection","edges":[]},"coAuthors":{"__typename":"UserConnection","edges":[{"__typename":"UserEdge","node":{"__ref":"User:user:171720"}}]},"tkbMessagePolicies":{"__typename":"TkbMessagePolicies","canDoAuthoringActionsOnTkb":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.tkb.policy_can_do_authoring_action.accessDenied","key":"error.lithium.policies.tkb.policy_can_do_authoring_action.accessDenied","args":[]}}},"archivalData":null,"customFields":[],"revisions({\"constraints\":{\"isPublished\":{\"eq\":true}},\"first\":1})":{"__typename":"RevisionConnection","totalCount":1},"body":"I spent a big chunk of time a few nights ago discussing neural networks with my oldest son over IM. It's been a long time since I've had reason to dig into anything really related to AI (artificial intelligence) and at first I was thinking how cool it would be to be back in college just exploring topics like that. Then, because I was trying to balance a conversation with my oldest while juggling my (fussy) youngest on my lap, I thought no, no it wouldn't.
Artificial neural networks (ANN) are good for teaching a system how to recognize patterns, discern complex mathematical relationships, and make predictions based on a variety of inputs. It learns by trying and trying again until the output matches what is expected given a sample (training) data set. That learning process requires feedback; feedback that is often given via backpropagation. Backpropagation can be tricky, but essentially it's the process of determining how far off the output is from the expected output, and then propagating that back into the network so it can essentially learn from its mistakes. Just like us.
If you guessed that this was going to tie back into application delivery, you guessed correctly. An application delivery network is not a neural network, but it often has many of the same properties, such as using something similar to a hidden layer (the application delivery controller) to make decisions about application messages, such as to which server to distribute them and how to best optimize those messages.
More interestingly, perhaps, is the ability to backpropagate errors and information through the application delivery network such that the application delivery network automatically adjusts itself and makes different decisions for subsequent requests. If the application delivery network is enabled with a services-based API, for example, it can be integrated into applications to provide valuable feedback regarding the state of that application and the messages it receives to the application delivery controller, which can then be adjusted to reflect changes in the state of that application. This is how we change the weights of individual servers in the load balancing algorithms in what is somewhat akin to modifying the weights of the connections between neurons in a neural net.
But it's merely a similarity now; it's not a real ANN as it's missing some key attributes and behaviors that would make it one.
When you look at the way in which an application delivery network is deployed and how it acts, you can (or at least I can) see the possibilities of employing a neural network model in building an even smarter, more adaptable delivery network. Right now we have engineers that deploy, configure, and test application delivery networks for specific applications like Oracle, Microsoft, and BEA. It's an iterative process in which they continually tweak the configuration of the solutions that make up an application delivery network based on feedback such as response time, size of messages, and load on individual servers. When they're finished, they've documented an Application Ready Network with a configuration that is configured for optimal performance and scalability for that application that can easily be deployed by customers.
But the feedback loop for this piece is mostly manual right now, and we only have so many engineers available for the hundreds of thousands of applications out there. And that's not counting all the in-house developed applications that could benefit from a similar process. And our environment is not your environment. In the future, it would awesome if application delivery networks acted more like neural networks, incorporating the feedback themselves based on designated thresholds (response time must be less than X, load on the server must not exceed Y) and tweak itself until it met its goals; all based on the applications and environment unique to the organization.
It's close; an intelligent application delivery controller is able to use thresholds for response time and size of application messages to determine to which server an individual request should be sent. And it can incorporate feedback through the use of service-based APIs integrated with the application. But it's not necessarily modifying its own configuration permanently based on that information; it doesn't have a \"learning mode\" like so many application firewall and security solutions.
That's an important piece we're missing - the ability to learn the behavior of an application in a specific environment and adjust automatically to that unique configuration. Like learning that in your environment a specific application task runs faster on server X than it does on servers Y and Z, so it always sends that task to server X. We can do the routing via layer 7 switching, but we can't (yet) deduce what that routing should be from application behavior and automatically configure it.
We've come a long way since the early days of load balancing, where the goal was simply to distribute requests across machines equally. We've learned how to intelligently deliver applications, not just distribute them, in the years since the web was born. So it's not completely crazy to think that in the future the concepts used to build neural networks will be used to build application delivery neural networks.
At least I don't think it is. But then crazy people don't think they're crazy, do they?
"},"Conversation:conversation:285390":{"__typename":"Conversation","id":"conversation:285390","solved":false,"topic":{"__ref":"TkbTopicMessage:message:285390"},"lastPostingActivityTime":"2009-10-01T10:45:51.000-07:00","lastPostTime":"2009-10-01T10:45:51.000-07:00","unreadReplyCount":1,"isSubscribed":false},"ModerationData:moderation_data:285390":{"__typename":"ModerationData","id":"moderation_data:285390","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNDgwNmkyNjg4MjlGRjZDOUZGODQ3?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNDgwNmkyNjg4MjlGRjZDOUZGODQ3?revision=1","title":"0151T000003d7gJQAQ.png","associationType":"BODY","width":240,"height":231,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA4MDBpREEyNzc5QTZCRTI3RTQwNw?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA4MDBpREEyNzc5QTZCRTI3RTQwNw?revision=1","title":"0151T000003d4HeQAI.png","associationType":"BODY","width":129,"height":129,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA1NzlpMEUyMzcxRDMwMjE0QjIwQQ?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTA1NzlpMEUyMzcxRDMwMjE0QjIwQQ?revision=1","title":"0151T000003d4HfQAI.gif","associationType":"BODY","width":18,"height":18,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTMxNmlBOEM2RTdBQUQ3RDMxMTcx?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTMxNmlBOEM2RTdBQUQ3RDMxMTcx?revision=1","title":"0151T000003d4HmQAI.png","associationType":"BODY","width":16,"height":16,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTI2NzFpNUQ1REUwNUJBMTlBQjE4RA?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMTI2NzFpNUQ1REUwNUJBMTlBQjE4RA?revision=1","title":"0151T000003d4HvQAI.gif","associationType":"BODY","width":16,"height":16,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMzQ3MWk3Rjk5MTAzNUNGM0FEODk4?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtMzQ3MWk3Rjk5MTAzNUNGM0FEODk4?revision=1","title":"0151T000003d4HwQAI.png","associationType":"BODY","width":16,"height":16,"altText":null},"AssociatedImage:{\"url\":\"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTQ4MmlGQzM0RDg1RjAyQTZDQ0Mw?revision=1\"}":{"__typename":"AssociatedImage","url":"https://community.f5.com/t5/s/zihoc95639/images/bS0yODUzOTAtNTQ4MmlGQzM0RDg1RjAyQTZDQ0Mw?revision=1","title":"0151T000003d4IgQAI.png","associationType":"BODY","width":16,"height":16,"altText":null},"Revision:revision:285390_1":{"__typename":"Revision","id":"revision:285390_1","lastEditTime":"2008-10-09T03:57:04.000-07:00"},"TkbReplyMessage:message:285391":{"__typename":"TkbReplyMessage","id":"message:285391","conversation":{"__ref":"Conversation:conversation:285390"},"author":{"__ref":"User:user:94570"},"revisionNum":1,"uid":285391,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Tkb:board:TechnicalArticles"},"subject":"Re: Can the future of application delivery networks be found in neural network theory?","readOnly":false,"editFrozen":false,"moderationData":{"__ref":"ModerationData:moderation_data:285391"},"parent":{"__ref":"TkbTopicMessage:message:285390"},"body":"Can my PAN ride the LAN out the WAN?","body@stringLength":"36","rawBody":"Can my PAN ride the LAN out the WAN?","kudosSumWeight":0,"repliesCount":0,"postTime":"2009-10-01T10:45:51.000-07:00","images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"attachments":{"__typename":"AttachmentConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"timeToRead":1,"currentRevision":{"__ref":"Revision:revision:285391_1"},"latestVersion":{"__typename":"FriendlyVersion","major":"1","minor":"0"},"metrics":{"__typename":"MessageMetrics","views":239},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"messagePolicies":{"__typename":"MessagePolicies","canModerateSpamMessage":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.feature.moderation_spam.action.moderate_entity.allowed.accessDenied","key":"error.lithium.policies.feature.moderation_spam.action.moderate_entity.allowed.accessDenied","args":[]}}},"customFields":[],"replies":{"__typename":"MessageConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"CachedAsset:theme:customTheme1-1743755828343":{"__typename":"CachedAsset","id":"theme:customTheme1-1743755828343","value":{"id":"customTheme1","animation":{"fast":"150ms","normal":"250ms","slow":"500ms","slowest":"750ms","function":"cubic-bezier(0.07, 0.91, 0.51, 1)","__typename":"AnimationThemeSettings"},"avatar":{"borderRadius":"50%","collections":["custom"],"__typename":"AvatarThemeSettings"},"basics":{"browserIcon":{"imageAssetName":"JimmyPackets-512-1702592938213.png","imageLastModified":"1702592945815","__typename":"ThemeAsset"},"customerLogo":{"imageAssetName":"f5_logo_fix-1704824537976.svg","imageLastModified":"1704824540697","__typename":"ThemeAsset"},"maximumWidthOfPageContent":"1600px","oneColumnNarrowWidth":"800px","gridGutterWidthMd":"30px","gridGutterWidthXs":"10px","pageWidthStyle":"WIDTH_OF_PAGE_CONTENT","__typename":"BasicsThemeSettings"},"buttons":{"borderRadiusSm":"5px","borderRadius":"5px","borderRadiusLg":"5px","paddingY":"5px","paddingYLg":"7px","paddingYHero":"var(--lia-bs-btn-padding-y-lg)","paddingX":"12px","paddingXLg":"14px","paddingXHero":"42px","fontStyle":"NORMAL","fontWeight":"400","textTransform":"NONE","disabledOpacity":0.5,"primaryTextColor":"var(--lia-bs-white)","primaryTextHoverColor":"var(--lia-bs-white)","primaryTextActiveColor":"var(--lia-bs-white)","primaryBgColor":"var(--lia-bs-primary)","primaryBgHoverColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) * 0.85))","primaryBgActiveColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) * 0.7))","primaryBorder":"1px solid transparent","primaryBorderHover":"1px solid transparent","primaryBorderActive":"1px solid transparent","primaryBorderFocus":"1px solid var(--lia-bs-white)","primaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","secondaryTextColor":"var(--lia-bs-gray-900)","secondaryTextHoverColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.95))","secondaryTextActiveColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.9))","secondaryBgColor":"var(--lia-bs-gray-400)","secondaryBgHoverColor":"hsl(var(--lia-bs-gray-400-h), var(--lia-bs-gray-400-s), calc(var(--lia-bs-gray-400-l) * 0.96))","secondaryBgActiveColor":"hsl(var(--lia-bs-gray-400-h), var(--lia-bs-gray-400-s), calc(var(--lia-bs-gray-400-l) * 0.92))","secondaryBorder":"1px solid transparent","secondaryBorderHover":"1px solid transparent","secondaryBorderActive":"1px solid transparent","secondaryBorderFocus":"1px solid transparent","secondaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","tertiaryTextColor":"var(--lia-bs-gray-900)","tertiaryTextHoverColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.95))","tertiaryTextActiveColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.9))","tertiaryBgColor":"transparent","tertiaryBgHoverColor":"transparent","tertiaryBgActiveColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.04)","tertiaryBorder":"1px solid transparent","tertiaryBorderHover":"1px solid hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","tertiaryBorderActive":"1px solid transparent","tertiaryBorderFocus":"1px solid transparent","tertiaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","destructiveTextColor":"var(--lia-bs-danger)","destructiveTextHoverColor":"hsl(var(--lia-bs-danger-h), var(--lia-bs-danger-s), calc(var(--lia-bs-danger-l) * 0.95))","destructiveTextActiveColor":"hsl(var(--lia-bs-danger-h), var(--lia-bs-danger-s), calc(var(--lia-bs-danger-l) * 0.9))","destructiveBgColor":"var(--lia-bs-gray-300)","destructiveBgHoverColor":"hsl(var(--lia-bs-gray-300-h), var(--lia-bs-gray-300-s), calc(var(--lia-bs-gray-300-l) * 0.96))","destructiveBgActiveColor":"hsl(var(--lia-bs-gray-300-h), var(--lia-bs-gray-300-s), calc(var(--lia-bs-gray-300-l) * 0.92))","destructiveBorder":"1px solid transparent","destructiveBorderHover":"1px solid transparent","destructiveBorderActive":"1px solid transparent","destructiveBorderFocus":"1px solid transparent","destructiveBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","__typename":"ButtonsThemeSettings"},"border":{"color":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","mainContent":"NONE","sideContent":"NONE","radiusSm":"3px","radius":"5px","radiusLg":"9px","radius50":"100vw","__typename":"BorderThemeSettings"},"boxShadow":{"xs":"0 0 0 1px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.08), 0 3px 0 -1px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.08)","sm":"0 2px 4px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.06)","md":"0 5px 15px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.15)","lg":"0 10px 30px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.15)","__typename":"BoxShadowThemeSettings"},"cards":{"bgColor":"var(--lia-panel-bg-color)","borderRadius":"var(--lia-panel-border-radius)","boxShadow":"var(--lia-box-shadow-xs)","__typename":"CardsThemeSettings"},"chip":{"maxWidth":"300px","height":"30px","__typename":"ChipThemeSettings"},"coreTypes":{"defaultMessageLinkColor":"var(--lia-bs-primary)","defaultMessageLinkDecoration":"none","defaultMessageLinkFontStyle":"NORMAL","defaultMessageLinkFontWeight":"400","defaultMessageFontStyle":"NORMAL","defaultMessageFontWeight":"400","forumColor":"#0C5C8D","forumFontFamily":"var(--lia-bs-font-family-base)","forumFontWeight":"var(--lia-default-message-font-weight)","forumLineHeight":"var(--lia-bs-line-height-base)","forumFontStyle":"var(--lia-default-message-font-style)","forumMessageLinkColor":"var(--lia-default-message-link-color)","forumMessageLinkDecoration":"var(--lia-default-message-link-decoration)","forumMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","forumMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","forumSolvedColor":"#62C026","blogColor":"#730015","blogFontFamily":"var(--lia-bs-font-family-base)","blogFontWeight":"var(--lia-default-message-font-weight)","blogLineHeight":"1.75","blogFontStyle":"var(--lia-default-message-font-style)","blogMessageLinkColor":"var(--lia-default-message-link-color)","blogMessageLinkDecoration":"var(--lia-default-message-link-decoration)","blogMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","blogMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","tkbColor":"#C20025","tkbFontFamily":"var(--lia-bs-font-family-base)","tkbFontWeight":"var(--lia-default-message-font-weight)","tkbLineHeight":"1.75","tkbFontStyle":"var(--lia-default-message-font-style)","tkbMessageLinkColor":"var(--lia-default-message-link-color)","tkbMessageLinkDecoration":"var(--lia-default-message-link-decoration)","tkbMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","tkbMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","qandaColor":"#4099E2","qandaFontFamily":"var(--lia-bs-font-family-base)","qandaFontWeight":"var(--lia-default-message-font-weight)","qandaLineHeight":"var(--lia-bs-line-height-base)","qandaFontStyle":"var(--lia-default-message-link-font-style)","qandaMessageLinkColor":"var(--lia-default-message-link-color)","qandaMessageLinkDecoration":"var(--lia-default-message-link-decoration)","qandaMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","qandaMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","qandaSolvedColor":"#3FA023","ideaColor":"#F3704B","ideaFontFamily":"var(--lia-bs-font-family-base)","ideaFontWeight":"var(--lia-default-message-font-weight)","ideaLineHeight":"var(--lia-bs-line-height-base)","ideaFontStyle":"var(--lia-default-message-font-style)","ideaMessageLinkColor":"var(--lia-default-message-link-color)","ideaMessageLinkDecoration":"var(--lia-default-message-link-decoration)","ideaMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","ideaMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","contestColor":"#FCC845","contestFontFamily":"var(--lia-bs-font-family-base)","contestFontWeight":"var(--lia-default-message-font-weight)","contestLineHeight":"var(--lia-bs-line-height-base)","contestFontStyle":"var(--lia-default-message-link-font-style)","contestMessageLinkColor":"var(--lia-default-message-link-color)","contestMessageLinkDecoration":"var(--lia-default-message-link-decoration)","contestMessageLinkFontStyle":"ITALIC","contestMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","occasionColor":"#EE4B5B","occasionFontFamily":"var(--lia-bs-font-family-base)","occasionFontWeight":"var(--lia-default-message-font-weight)","occasionLineHeight":"var(--lia-bs-line-height-base)","occasionFontStyle":"var(--lia-default-message-font-style)","occasionMessageLinkColor":"var(--lia-default-message-link-color)","occasionMessageLinkDecoration":"var(--lia-default-message-link-decoration)","occasionMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","occasionMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","grouphubColor":"#491B62","categoryColor":"#949494","communityColor":"#FFFFFF","productColor":"#949494","__typename":"CoreTypesThemeSettings"},"colors":{"black":"#000000","white":"#FFFFFF","gray100":"#F7F7F7","gray200":"#F7F7F7","gray300":"#E8E8E8","gray400":"#D9D9D9","gray500":"#CCCCCC","gray600":"#949494","gray700":"#707070","gray800":"#545454","gray900":"#333333","dark":"#545454","light":"#F7F7F7","primary":"#0C5C8D","secondary":"#333333","bodyText":"#222222","bodyBg":"#F5F5F5","info":"#1D9CD3","success":"#62C026","warning":"#FFD651","danger":"#C20025","alertSystem":"#FF6600","textMuted":"#707070","highlight":"#FFFCAD","outline":"var(--lia-bs-primary)","custom":["#C20025","#081B85","#009639","#B3C6D7","#7CC0EB","#F29A36"],"__typename":"ColorsThemeSettings"},"divider":{"size":"3px","marginLeft":"4px","marginRight":"4px","borderRadius":"50%","bgColor":"var(--lia-bs-gray-600)","bgColorActive":"var(--lia-bs-gray-600)","__typename":"DividerThemeSettings"},"dropdown":{"fontSize":"var(--lia-bs-font-size-sm)","borderColor":"var(--lia-bs-border-color)","borderRadius":"var(--lia-bs-border-radius-sm)","dividerBg":"var(--lia-bs-gray-300)","itemPaddingY":"5px","itemPaddingX":"20px","headerColor":"var(--lia-bs-gray-700)","__typename":"DropdownThemeSettings"},"email":{"link":{"color":"#0069D4","hoverColor":"#0061c2","decoration":"none","hoverDecoration":"underline","__typename":"EmailLinkSettings"},"border":{"color":"#e4e4e4","__typename":"EmailBorderSettings"},"buttons":{"borderRadiusLg":"5px","paddingXLg":"16px","paddingYLg":"7px","fontWeight":"700","primaryTextColor":"#ffffff","primaryTextHoverColor":"#ffffff","primaryBgColor":"#0069D4","primaryBgHoverColor":"#005cb8","primaryBorder":"1px solid transparent","primaryBorderHover":"1px solid transparent","__typename":"EmailButtonsSettings"},"panel":{"borderRadius":"5px","borderColor":"#e4e4e4","__typename":"EmailPanelSettings"},"__typename":"EmailThemeSettings"},"emoji":{"skinToneDefault":"#ffcd43","skinToneLight":"#fae3c5","skinToneMediumLight":"#e2cfa5","skinToneMedium":"#daa478","skinToneMediumDark":"#a78058","skinToneDark":"#5e4d43","__typename":"EmojiThemeSettings"},"heading":{"color":"var(--lia-bs-body-color)","fontFamily":"Inter","fontStyle":"NORMAL","fontWeight":"600","h1FontSize":"30px","h2FontSize":"25px","h3FontSize":"20px","h4FontSize":"18px","h5FontSize":"16px","h6FontSize":"16px","lineHeight":"1.2","subHeaderFontSize":"11px","subHeaderFontWeight":"500","h1LetterSpacing":"normal","h2LetterSpacing":"normal","h3LetterSpacing":"normal","h4LetterSpacing":"normal","h5LetterSpacing":"normal","h6LetterSpacing":"normal","subHeaderLetterSpacing":"2px","h1FontWeight":"var(--lia-bs-headings-font-weight)","h2FontWeight":"var(--lia-bs-headings-font-weight)","h3FontWeight":"var(--lia-bs-headings-font-weight)","h4FontWeight":"var(--lia-bs-headings-font-weight)","h5FontWeight":"var(--lia-bs-headings-font-weight)","h6FontWeight":"var(--lia-bs-headings-font-weight)","__typename":"HeadingThemeSettings"},"icons":{"size10":"10px","size12":"12px","size14":"14px","size16":"16px","size20":"20px","size24":"24px","size30":"30px","size40":"40px","size50":"50px","size60":"60px","size80":"80px","size120":"120px","size160":"160px","__typename":"IconsThemeSettings"},"imagePreview":{"bgColor":"var(--lia-bs-gray-900)","titleColor":"var(--lia-bs-white)","controlColor":"var(--lia-bs-white)","controlBgColor":"var(--lia-bs-gray-800)","__typename":"ImagePreviewThemeSettings"},"input":{"borderColor":"var(--lia-bs-gray-600)","disabledColor":"var(--lia-bs-gray-600)","focusBorderColor":"var(--lia-bs-primary)","labelMarginBottom":"10px","btnFontSize":"var(--lia-bs-font-size-sm)","focusBoxShadow":"0 0 0 3px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","checkLabelMarginBottom":"2px","checkboxBorderRadius":"3px","borderRadiusSm":"var(--lia-bs-border-radius-sm)","borderRadius":"var(--lia-bs-border-radius)","borderRadiusLg":"var(--lia-bs-border-radius-lg)","formTextMarginTop":"4px","textAreaBorderRadius":"var(--lia-bs-border-radius)","activeFillColor":"var(--lia-bs-primary)","__typename":"InputThemeSettings"},"loading":{"dotDarkColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.2)","dotLightColor":"hsla(var(--lia-bs-white-h), var(--lia-bs-white-s), var(--lia-bs-white-l), 0.5)","barDarkColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.06)","barLightColor":"hsla(var(--lia-bs-white-h), var(--lia-bs-white-s), var(--lia-bs-white-l), 0.4)","__typename":"LoadingThemeSettings"},"link":{"color":"var(--lia-bs-primary)","hoverColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) - 10%))","decoration":"none","hoverDecoration":"underline","__typename":"LinkThemeSettings"},"listGroup":{"itemPaddingY":"15px","itemPaddingX":"15px","borderColor":"var(--lia-bs-gray-300)","__typename":"ListGroupThemeSettings"},"modal":{"contentTextColor":"var(--lia-bs-body-color)","contentBg":"var(--lia-bs-white)","backgroundBg":"var(--lia-bs-black)","smSize":"440px","mdSize":"760px","lgSize":"1080px","backdropOpacity":0.3,"contentBoxShadowXs":"var(--lia-bs-box-shadow-sm)","contentBoxShadow":"var(--lia-bs-box-shadow)","headerFontWeight":"700","__typename":"ModalThemeSettings"},"navbar":{"position":"FIXED","background":{"attachment":null,"clip":null,"color":"var(--lia-bs-white)","imageAssetName":null,"imageLastModified":"0","origin":null,"position":"CENTER_CENTER","repeat":"NO_REPEAT","size":"COVER","__typename":"BackgroundProps"},"backgroundOpacity":0.8,"paddingTop":"15px","paddingBottom":"15px","borderBottom":"1px solid var(--lia-bs-border-color)","boxShadow":"var(--lia-bs-box-shadow-sm)","brandMarginRight":"30px","brandMarginRightSm":"10px","brandLogoHeight":"30px","linkGap":"10px","linkJustifyContent":"flex-start","linkPaddingY":"5px","linkPaddingX":"10px","linkDropdownPaddingY":"9px","linkDropdownPaddingX":"var(--lia-nav-link-px)","linkColor":"var(--lia-bs-body-color)","linkHoverColor":"var(--lia-bs-primary)","linkFontSize":"var(--lia-bs-font-size-sm)","linkFontStyle":"NORMAL","linkFontWeight":"400","linkTextTransform":"NONE","linkLetterSpacing":"normal","linkBorderRadius":"var(--lia-bs-border-radius-sm)","linkBgColor":"transparent","linkBgHoverColor":"transparent","linkBorder":"none","linkBorderHover":"none","linkBoxShadow":"none","linkBoxShadowHover":"none","linkTextBorderBottom":"none","linkTextBorderBottomHover":"none","dropdownPaddingTop":"10px","dropdownPaddingBottom":"15px","dropdownPaddingX":"10px","dropdownMenuOffset":"2px","dropdownDividerMarginTop":"10px","dropdownDividerMarginBottom":"10px","dropdownBorderColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","controllerBgHoverColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.1)","controllerIconColor":"var(--lia-bs-body-color)","controllerIconHoverColor":"var(--lia-bs-body-color)","controllerTextColor":"var(--lia-nav-controller-icon-color)","controllerTextHoverColor":"var(--lia-nav-controller-icon-hover-color)","controllerHighlightColor":"hsla(30, 100%, 50%)","controllerHighlightTextColor":"var(--lia-yiq-light)","controllerBorderRadius":"var(--lia-border-radius-50)","hamburgerColor":"var(--lia-nav-controller-icon-color)","hamburgerHoverColor":"var(--lia-nav-controller-icon-color)","hamburgerBgColor":"transparent","hamburgerBgHoverColor":"transparent","hamburgerBorder":"none","hamburgerBorderHover":"none","collapseMenuMarginLeft":"20px","collapseMenuDividerBg":"var(--lia-nav-link-color)","collapseMenuDividerOpacity":0.16,"__typename":"NavbarThemeSettings"},"pager":{"textColor":"var(--lia-bs-link-color)","textFontWeight":"var(--lia-font-weight-md)","textFontSize":"var(--lia-bs-font-size-sm)","__typename":"PagerThemeSettings"},"panel":{"bgColor":"var(--lia-bs-white)","borderRadius":"var(--lia-bs-border-radius)","borderColor":"var(--lia-bs-border-color)","boxShadow":"none","__typename":"PanelThemeSettings"},"popover":{"arrowHeight":"8px","arrowWidth":"16px","maxWidth":"300px","minWidth":"100px","headerBg":"var(--lia-bs-white)","borderColor":"var(--lia-bs-border-color)","borderRadius":"var(--lia-bs-border-radius)","boxShadow":"0 0.5rem 1rem hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.15)","__typename":"PopoverThemeSettings"},"prism":{"color":"#000000","bgColor":"#f5f2f0","fontFamily":"var(--font-family-monospace)","fontSize":"var(--lia-bs-font-size-base)","fontWeightBold":"var(--lia-bs-font-weight-bold)","fontStyleItalic":"italic","tabSize":2,"highlightColor":"#b3d4fc","commentColor":"#62707e","punctuationColor":"#6f6f6f","namespaceOpacity":"0.7","propColor":"#990055","selectorColor":"#517a00","operatorColor":"#906736","operatorBgColor":"hsla(0, 0%, 100%, 0.5)","keywordColor":"#0076a9","functionColor":"#d3284b","variableColor":"#c14700","__typename":"PrismThemeSettings"},"rte":{"bgColor":"var(--lia-bs-white)","borderRadius":"var(--lia-panel-border-radius)","boxShadow":" var(--lia-panel-box-shadow)","customColor1":"#bfedd2","customColor2":"#fbeeb8","customColor3":"#f8cac6","customColor4":"#eccafa","customColor5":"#c2e0f4","customColor6":"#2dc26b","customColor7":"#f1c40f","customColor8":"#e03e2d","customColor9":"#b96ad9","customColor10":"#3598db","customColor11":"#169179","customColor12":"#e67e23","customColor13":"#ba372a","customColor14":"#843fa1","customColor15":"#236fa1","customColor16":"#ecf0f1","customColor17":"#ced4d9","customColor18":"#95a5a6","customColor19":"#7e8c8d","customColor20":"#34495e","customColor21":"#000000","customColor22":"#ffffff","defaultMessageHeaderMarginTop":"14px","defaultMessageHeaderMarginBottom":"10px","defaultMessageItemMarginTop":"0","defaultMessageItemMarginBottom":"10px","diffAddedColor":"hsla(170, 53%, 51%, 0.4)","diffChangedColor":"hsla(43, 97%, 63%, 0.4)","diffNoneColor":"hsla(0, 0%, 80%, 0.4)","diffRemovedColor":"hsla(9, 74%, 47%, 0.4)","specialMessageHeaderMarginTop":"14px","specialMessageHeaderMarginBottom":"10px","specialMessageItemMarginTop":"0","specialMessageItemMarginBottom":"10px","__typename":"RteThemeSettings"},"tags":{"bgColor":"var(--lia-bs-gray-200)","bgHoverColor":"var(--lia-bs-gray-400)","borderRadius":"var(--lia-bs-border-radius-sm)","color":"var(--lia-bs-body-color)","hoverColor":"var(--lia-bs-body-color)","fontWeight":"var(--lia-font-weight-md)","fontSize":"var(--lia-font-size-xxs)","textTransform":"UPPERCASE","letterSpacing":"0.5px","__typename":"TagsThemeSettings"},"toasts":{"borderRadius":"var(--lia-bs-border-radius)","paddingX":"12px","__typename":"ToastsThemeSettings"},"typography":{"fontFamilyBase":"Atkinson Hyperlegible","fontStyleBase":"NORMAL","fontWeightBase":"400","fontWeightLight":"300","fontWeightNormal":"400","fontWeightMd":"500","fontWeightBold":"700","letterSpacingSm":"normal","letterSpacingXs":"normal","lineHeightBase":"1.3","fontSizeBase":"15px","fontSizeXxs":"11px","fontSizeXs":"12px","fontSizeSm":"13px","fontSizeLg":"20px","fontSizeXl":"24px","smallFontSize":"14px","customFonts":[],"__typename":"TypographyThemeSettings"},"unstyledListItem":{"marginBottomSm":"5px","marginBottomMd":"10px","marginBottomLg":"15px","marginBottomXl":"20px","marginBottomXxl":"25px","__typename":"UnstyledListItemThemeSettings"},"yiq":{"light":"#ffffff","dark":"#000000","__typename":"YiqThemeSettings"},"colorLightness":{"primaryDark":0.36,"primaryLight":0.74,"primaryLighter":0.89,"primaryLightest":0.95,"infoDark":0.39,"infoLight":0.72,"infoLighter":0.85,"infoLightest":0.93,"successDark":0.24,"successLight":0.62,"successLighter":0.8,"successLightest":0.91,"warningDark":0.39,"warningLight":0.68,"warningLighter":0.84,"warningLightest":0.93,"dangerDark":0.41,"dangerLight":0.72,"dangerLighter":0.89,"dangerLightest":0.95,"__typename":"ColorLightnessThemeSettings"},"localOverride":false,"__typename":"Theme"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Loading/LoadingDot-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Loading/LoadingDot-1743097580000","value":{"title":"Loading..."},"localOverride":false},"CachedAsset:quilt:f5.prod:pages/kbs/TkbMessagePage:board:TechnicalArticles-1743755826475":{"__typename":"CachedAsset","id":"quilt:f5.prod:pages/kbs/TkbMessagePage:board:TechnicalArticles-1743755826475","value":{"id":"TkbMessagePage","container":{"id":"Common","headerProps":{"backgroundImageProps":null,"backgroundColor":null,"addComponents":null,"removeComponents":["community.widget.bannerWidget"],"componentOrder":null,"__typename":"QuiltContainerSectionProps"},"headerComponentProps":{"community.widget.breadcrumbWidget":{"disableLastCrumbForDesktop":false}},"footerProps":null,"footerComponentProps":null,"items":[{"id":"message-list","layout":"MAIN_SIDE","bgColor":"transparent","showTitle":true,"showDescription":true,"textPosition":"CENTER","textColor":"var(--lia-bs-body-color)","sectionEditLevel":null,"bgImage":null,"disableSpacing":null,"edgeToEdgeDisplay":null,"fullHeight":null,"showBorder":null,"__typename":"MainSideQuiltSection","columnMap":{"main":[{"id":"tkbs.widget.tkbArticleWidget","className":"lia-tkb-container","props":{"contributorListType":"panel","showHelpfulness":false,"showTimestamp":true,"showGuideNavigationSection":true,"showVersion":true,"lazyLoad":false,"editLevel":"CONFIGURE"},"__typename":"QuiltComponent"}],"side":[{"id":"featuredWidgets.widget.featuredContentWidget","className":null,"props":{"instanceId":"featuredWidgets.widget.featuredContentWidget-1702666556326","layoutProps":{"layout":"card","layoutOptions":{"useRepliesCount":false,"useAuthorRank":false,"useTimeToRead":true,"useKudosCount":false,"useViewCount":true,"usePreviewMedia":true,"useBody":false,"useCenteredCardContent":false,"useTags":true,"useTimestamp":false,"useBoardLink":true,"useAuthorLink":false,"useSolvedBadge":true}},"titleSrOnly":false,"showPager":true,"pageSize":3,"lazyLoad":true},"__typename":"QuiltComponent"},{"id":"messages.widget.relatedContentWidget","className":null,"props":{"hideIfEmpty":true,"enablePagination":true,"useTitle":true,"listVariant":{"type":"listGroup"},"pageSize":3,"style":"list","pagerVariant":{"type":"loadMore"},"viewVariant":{"type":"inline","props":{"useRepliesCount":true,"useMedia":true,"useAuthorRank":false,"useNode":true,"useTimeToRead":true,"useSpoilerFreeBody":true,"useKudosCount":true,"useNodeLink":true,"useViewCount":true,"usePreviewMedia":false,"useBody":false,"timeStampType":"postTime","useTags":true,"clampSubjectLines":2,"useBoardIcon":false,"useMessageTimeLink":true,"clampBodyLines":3,"useTextBody":true,"useSolvedBadge":true,"useAvatar":true,"useAuthorLogin":true,"useUnreadCount":true}},"lazyLoad":true,"panelType":"divider"},"__typename":"QuiltComponent"}],"__typename":"MainSideSectionColumns"}}],"__typename":"QuiltContainer"},"__typename":"Quilt","localOverride":false},"localOverride":false},"CachedAsset:text:en_US-components/common/EmailVerification-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/common/EmailVerification-1743097580000","value":{"email.verification.title":"Email Verification Required","email.verification.message.update.email":"To participate in the community, you must first verify your email address. The verification email was sent to {email}. To change your email, visit My Settings.","email.verification.message.resend.email":"To participate in the community, you must first verify your email address. The verification email was sent to {email}. Resend email."},"localOverride":false},"CachedAsset:text:en_US-pages/kbs/TkbMessagePage-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-pages/kbs/TkbMessagePage-1743097580000","value":{"title":"{contextMessageSubject} | {communityTitle}","errorMissing":"This article cannot be found","name":"TKB Message Page","section.message-list.title":"","archivedMessageTitle":"This Content Has Been Archived","section.erPqcf.title":"","section.erPqcf.description":"","section.message-list.description":""},"localOverride":false},"CachedAsset:quiltWrapper:f5.prod:Common:1743755733535":{"__typename":"CachedAsset","id":"quiltWrapper:f5.prod:Common:1743755733535","value":{"id":"Common","header":{"backgroundImageProps":{"assetName":"header.jpg","backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"LEFT_CENTER","lastModified":"1702932449000","__typename":"BackgroundImageProps"},"backgroundColor":"transparent","items":[{"id":"custom.widget.Beta_MetaNav","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"},{"id":"community.widget.navbarWidget","props":{"showUserName":false,"showRegisterLink":true,"style":{"boxShadow":"var(--lia-bs-box-shadow-sm)","linkFontWeight":"700","controllerHighlightColor":"hsla(30, 100%, 50%)","dropdownDividerMarginBottom":"10px","hamburgerBorderHover":"none","linkFontSize":"15px","linkBoxShadowHover":"none","backgroundOpacity":0.4,"controllerBorderRadius":"var(--lia-border-radius-50)","hamburgerBgColor":"transparent","linkTextBorderBottom":"none","hamburgerColor":"var(--lia-nav-controller-icon-color)","brandLogoHeight":"48px","linkLetterSpacing":"normal","linkBgHoverColor":"transparent","collapseMenuDividerOpacity":0.16,"paddingBottom":"10px","dropdownPaddingBottom":"15px","dropdownMenuOffset":"2px","hamburgerBgHoverColor":"transparent","borderBottom":"0","hamburgerBorder":"none","dropdownPaddingX":"10px","brandMarginRightSm":"10px","linkBoxShadow":"none","linkJustifyContent":"center","linkColor":"var(--lia-bs-primary)","collapseMenuDividerBg":"var(--lia-nav-link-color)","dropdownPaddingTop":"10px","controllerHighlightTextColor":"var(--lia-yiq-dark)","background":{"imageAssetName":"","color":"var(--lia-bs-white)","size":"COVER","repeat":"NO_REPEAT","position":"CENTER_CENTER","imageLastModified":""},"linkBorderRadius":"var(--lia-bs-border-radius-sm)","linkHoverColor":"var(--lia-bs-primary)","position":"FIXED","linkBorder":"none","linkTextBorderBottomHover":"2px solid #0C5C8D","brandMarginRight":"30px","hamburgerHoverColor":"var(--lia-nav-controller-icon-color)","linkBorderHover":"none","collapseMenuMarginLeft":"20px","linkFontStyle":"NORMAL","linkPaddingX":"10px","paddingTop":"10px","linkPaddingY":"5px","linkTextTransform":"NONE","dropdownBorderColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","controllerBgHoverColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.1)","linkDropdownPaddingX":"var(--lia-nav-link-px)","linkBgColor":"transparent","linkDropdownPaddingY":"9px","controllerIconColor":"#0C5C8D","dropdownDividerMarginTop":"10px","linkGap":"10px","controllerIconHoverColor":"#0C5C8D"},"links":{"sideLinks":[],"mainLinks":[{"children":[{"linkType":"INTERNAL","id":"migrated-link-1","params":{"boardId":"TechnicalForum","categoryId":"Forums"},"routeName":"ForumBoardPage"},{"linkType":"INTERNAL","id":"migrated-link-2","params":{"boardId":"WaterCooler","categoryId":"Forums"},"routeName":"ForumBoardPage"}],"linkType":"INTERNAL","id":"migrated-link-0","params":{"categoryId":"Forums"},"routeName":"CategoryPage"},{"children":[{"linkType":"INTERNAL","id":"migrated-link-4","params":{"boardId":"codeshare","categoryId":"CrowdSRC"},"routeName":"TkbBoardPage"},{"linkType":"INTERNAL","id":"migrated-link-5","params":{"boardId":"communityarticles","categoryId":"CrowdSRC"},"routeName":"TkbBoardPage"}],"linkType":"INTERNAL","id":"migrated-link-3","params":{"categoryId":"CrowdSRC"},"routeName":"CategoryPage"},{"children":[{"linkType":"INTERNAL","id":"migrated-link-7","params":{"boardId":"TechnicalArticles","categoryId":"Articles"},"routeName":"TkbBoardPage"},{"linkType":"INTERNAL","id":"article-series","params":{"boardId":"article-series","categoryId":"Articles"},"routeName":"TkbBoardPage"},{"linkType":"INTERNAL","id":"security-insights","params":{"boardId":"security-insights","categoryId":"Articles"},"routeName":"TkbBoardPage"},{"linkType":"INTERNAL","id":"migrated-link-8","params":{"boardId":"DevCentralNews","categoryId":"Articles"},"routeName":"TkbBoardPage"}],"linkType":"INTERNAL","id":"migrated-link-6","params":{"categoryId":"Articles"},"routeName":"CategoryPage"},{"children":[{"linkType":"INTERNAL","id":"migrated-link-10","params":{"categoryId":"CommunityGroups"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"migrated-link-11","params":{"categoryId":"F5-Groups"},"routeName":"CategoryPage"}],"linkType":"INTERNAL","id":"migrated-link-9","params":{"categoryId":"GroupsCategory"},"routeName":"CategoryPage"},{"children":[],"linkType":"INTERNAL","id":"migrated-link-12","params":{"boardId":"Events","categoryId":"top"},"routeName":"EventBoardPage"},{"children":[],"linkType":"INTERNAL","id":"migrated-link-13","params":{"boardId":"Suggestions","categoryId":"top"},"routeName":"IdeaBoardPage"},{"children":[],"linkType":"EXTERNAL","id":"Common-external-link","url":"https://community.f5.com/c/how-do-i","target":"SELF"}]},"className":"QuiltComponent_lia-component-edit-mode__lQ9Z6","showSearchIcon":false},"__typename":"QuiltComponent"},{"id":"community.widget.bannerWidget","props":{"backgroundColor":"transparent","visualEffects":{"showBottomBorder":false},"backgroundImageProps":{"backgroundSize":"COVER","backgroundPosition":"CENTER_CENTER","backgroundRepeat":"NO_REPEAT"},"fontColor":"#222222"},"__typename":"QuiltComponent"},{"id":"community.widget.breadcrumbWidget","props":{"backgroundColor":"var(--lia-bs-primary)","linkHighlightColor":"#FFFFFF","visualEffects":{"showBottomBorder":false},"backgroundOpacity":60,"linkTextColor":"#FFFFFF"},"__typename":"QuiltComponent"}],"__typename":"QuiltWrapperSection"},"footer":{"backgroundImageProps":{"assetName":null,"backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"CENTER_CENTER","lastModified":null,"__typename":"BackgroundImageProps"},"backgroundColor":"var(--lia-bs-body-color)","items":[{"id":"custom.widget.Beta_Footer","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"},{"id":"custom.widget.Tag_Manager_Helper","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"},{"id":"custom.widget.Consent_Blackbar","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"}],"__typename":"QuiltWrapperSection"},"__typename":"QuiltWrapper","localOverride":false},"localOverride":false},"CachedAsset:text:en_US-components/common/ActionFeedback-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/common/ActionFeedback-1743097580000","value":{"joinedGroupHub.title":"Welcome","joinedGroupHub.message":"You are now a member of this group and are subscribed to updates.","groupHubInviteNotFound.title":"Invitation Not Found","groupHubInviteNotFound.message":"Sorry, we could not find your invitation to the group. The owner may have canceled the invite.","groupHubNotFound.title":"Group Not Found","groupHubNotFound.message":"The grouphub you tried to join does not exist. It may have been deleted.","existingGroupHubMember.title":"Already Joined","existingGroupHubMember.message":"You are already a member of this group.","accountLocked.title":"Account Locked","accountLocked.message":"Your account has been locked due to multiple failed attempts. Try again in {lockoutTime} minutes.","editedGroupHub.title":"Changes Saved","editedGroupHub.message":"Your group has been updated.","leftGroupHub.title":"Goodbye","leftGroupHub.message":"You are no longer a member of this group and will not receive future updates.","deletedGroupHub.title":"Deleted","deletedGroupHub.message":"The group has been deleted.","groupHubCreated.title":"Group Created","groupHubCreated.message":"{groupHubName} is ready to use","accountClosed.title":"Account Closed","accountClosed.message":"The account has been closed and you will now be redirected to the homepage","resetTokenExpired.title":"Reset Password Link has Expired","resetTokenExpired.message":"Try resetting your password again","invalidUrl.title":"Invalid URL","invalidUrl.message":"The URL you're using is not recognized. Verify your URL and try again.","accountClosedForUser.title":"Account Closed","accountClosedForUser.message":"{userName}'s account is closed","inviteTokenInvalid.title":"Invitation Invalid","inviteTokenInvalid.message":"Your invitation to the community has been canceled or expired.","inviteTokenError.title":"Invitation Verification Failed","inviteTokenError.message":"The url you are utilizing is not recognized. Verify your URL and try again","pageNotFound.title":"Access Denied","pageNotFound.message":"You do not have access to this area of the community or it doesn't exist","eventAttending.title":"Responded as Attending","eventAttending.message":"You'll be notified when there's new activity and reminded as the event approaches","eventInterested.title":"Responded as Interested","eventInterested.message":"You'll be notified when there's new activity and reminded as the event approaches","eventNotFound.title":"Event Not Found","eventNotFound.message":"The event you tried to respond to does not exist.","redirectToRelatedPage.title":"Showing Related Content","redirectToRelatedPageForBaseUsers.title":"Showing Related Content","redirectToRelatedPageForBaseUsers.message":"The content you are trying to access is archived","redirectToRelatedPage.message":"The content you are trying to access is archived","relatedUrl.archivalLink.flyoutMessage":"The content you are trying to access is archived View Archived Content"},"localOverride":false},"CachedAsset:component:custom.widget.Beta_MetaNav-en-1743755844172":{"__typename":"CachedAsset","id":"component:custom.widget.Beta_MetaNav-en-1743755844172","value":{"component":{"id":"custom.widget.Beta_MetaNav","template":{"id":"Beta_MetaNav","markupLanguage":"HANDLEBARS","style":null,"texts":null,"defaults":{"config":{"applicablePages":[],"description":"MetaNav menu at the top of every page.","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Beta_MetaNav","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"MetaNav menu at the top of every page.","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:component:custom.widget.Beta_Footer-en-1743755844172":{"__typename":"CachedAsset","id":"component:custom.widget.Beta_Footer-en-1743755844172","value":{"component":{"id":"custom.widget.Beta_Footer","template":{"id":"Beta_Footer","markupLanguage":"HANDLEBARS","style":null,"texts":null,"defaults":{"config":{"applicablePages":[],"description":"DevCentral´s custom footer.","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Beta_Footer","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"DevCentral´s custom footer.","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:component:custom.widget.Tag_Manager_Helper-en-1743755844172":{"__typename":"CachedAsset","id":"component:custom.widget.Tag_Manager_Helper-en-1743755844172","value":{"component":{"id":"custom.widget.Tag_Manager_Helper","template":{"id":"Tag_Manager_Helper","markupLanguage":"HANDLEBARS","style":null,"texts":null,"defaults":{"config":{"applicablePages":[],"description":"Helper widget to inject Tag Manager scripts into head element","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Tag_Manager_Helper","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"Helper widget to inject Tag Manager scripts into head element","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:component:custom.widget.Consent_Blackbar-en-1743755844172":{"__typename":"CachedAsset","id":"component:custom.widget.Consent_Blackbar-en-1743755844172","value":{"component":{"id":"custom.widget.Consent_Blackbar","template":{"id":"Consent_Blackbar","markupLanguage":"HTML","style":null,"texts":null,"defaults":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Consent_Blackbar","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"TEXTHTML","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:text:en_US-components/community/Breadcrumb-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/Breadcrumb-1743097580000","value":{"navLabel":"Breadcrumbs","dropdown":"Additional parent page navigation"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBanner-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBanner-1743097580000","value":{"messageMarkedAsSpam":"This post has been marked as spam","messageMarkedAsSpam@board:TKB":"This article has been marked as spam","messageMarkedAsSpam@board:BLOG":"This post has been marked as spam","messageMarkedAsSpam@board:FORUM":"This discussion has been marked as spam","messageMarkedAsSpam@board:OCCASION":"This event has been marked as spam","messageMarkedAsSpam@board:IDEA":"This idea has been marked as spam","manageSpam":"Manage Spam","messageMarkedAsAbuse":"This post has been marked as abuse","messageMarkedAsAbuse@board:TKB":"This article has been marked as abuse","messageMarkedAsAbuse@board:BLOG":"This post has been marked as abuse","messageMarkedAsAbuse@board:FORUM":"This discussion has been marked as abuse","messageMarkedAsAbuse@board:OCCASION":"This event has been marked as abuse","messageMarkedAsAbuse@board:IDEA":"This idea has been marked as abuse","preModCommentAuthorText":"This comment will be published as soon as it is approved","preModCommentModeratorText":"This comment is awaiting moderation","messageMarkedAsOther":"This post has been rejected due to other reasons","messageMarkedAsOther@board:TKB":"This article has been rejected due to other reasons","messageMarkedAsOther@board:BLOG":"This post has been rejected due to other reasons","messageMarkedAsOther@board:FORUM":"This discussion has been rejected due to other reasons","messageMarkedAsOther@board:OCCASION":"This event has been rejected due to other reasons","messageMarkedAsOther@board:IDEA":"This idea has been rejected due to other reasons","messageArchived":"This post was archived on {date}","relatedUrl":"View Related Content","relatedContentText":"Showing related content","archivedContentLink":"View Archived Content"},"localOverride":false},"CachedAsset:text:en_US-components/tkbs/TkbArticleWidget-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/tkbs/TkbArticleWidget-1743097580000","value":{},"localOverride":false},"Category:category:Forums":{"__typename":"Category","id":"category:Forums","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Forum:board:TechnicalForum":{"__typename":"Forum","id":"board:TechnicalForum","forumPolicies":{"__typename":"ForumPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Forum:board:WaterCooler":{"__typename":"Forum","id":"board:WaterCooler","forumPolicies":{"__typename":"ForumPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:DevCentralNews":{"__typename":"Tkb","id":"board:DevCentralNews","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:GroupsCategory":{"__typename":"Category","id":"category:GroupsCategory","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:F5-Groups":{"__typename":"Category","id":"category:F5-Groups","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:CommunityGroups":{"__typename":"Category","id":"category:CommunityGroups","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Occasion:board:Events":{"__typename":"Occasion","id":"board:Events","boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"occasionPolicies":{"__typename":"OccasionPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Idea:board:Suggestions":{"__typename":"Idea","id":"board:Suggestions","boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"ideaPolicies":{"__typename":"IdeaPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:CrowdSRC":{"__typename":"Category","id":"category:CrowdSRC","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:codeshare":{"__typename":"Tkb","id":"board:codeshare","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:communityarticles":{"__typename":"Tkb","id":"board:communityarticles","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:security-insights":{"__typename":"Tkb","id":"board:security-insights","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:article-series":{"__typename":"Tkb","id":"board:article-series","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"CachedAsset:text:en_US-components/community/Navbar-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/Navbar-1743097580000","value":{"community":"Community Home","inbox":"Inbox","manageContent":"Manage Content","tos":"Terms of Service","forgotPassword":"Forgot Password","themeEditor":"Theme Editor","edit":"Edit Navigation Bar","skipContent":"Skip to content","migrated-link-9":"Groups","migrated-link-7":"Technical Articles","migrated-link-8":"DevCentral News","migrated-link-1":"Technical Forum","migrated-link-10":"Community Groups","migrated-link-2":"Water Cooler","migrated-link-11":"F5 Groups","Common-external-link":"How Do I...?","migrated-link-0":"Forums","article-series":"Article Series","migrated-link-5":"Community Articles","migrated-link-6":"Articles","security-insights":"Security Insights","migrated-link-3":"CrowdSRC","migrated-link-4":"CodeShare","migrated-link-12":"Events","migrated-link-13":"Suggestions"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarHamburgerDropdown-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarHamburgerDropdown-1743097580000","value":{"hamburgerLabel":"Side Menu"},"localOverride":false},"CachedAsset:text:en_US-components/community/BrandLogo-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/BrandLogo-1743097580000","value":{"logoAlt":"Khoros","themeLogoAlt":"Brand Logo"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarTextLinks-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarTextLinks-1743097580000","value":{"more":"More"},"localOverride":false},"CachedAsset:text:en_US-components/authentication/AuthenticationLink-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/authentication/AuthenticationLink-1743097580000","value":{"title.login":"Sign In","title.registration":"Register","title.forgotPassword":"Forgot Password","title.multiAuthLogin":"Sign In"},"localOverride":false},"CachedAsset:text:en_US-components/nodes/NodeLink-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/nodes/NodeLink-1743097580000","value":{"place":"Place {name}"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/QueryHandler-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/QueryHandler-1743097580000","value":{"title":"Query Handler"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarDropdownToggle-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarDropdownToggle-1743097580000","value":{"ariaLabelClosed":"Press the down arrow to open the menu"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageView/MessageViewStandard-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageView/MessageViewStandard-1743097580000","value":{"anonymous":"Anonymous","author":"{messageAuthorLogin}","authorBy":"{messageAuthorLogin}","board":"{messageBoardTitle}","replyToUser":" to {parentAuthor}","showMoreReplies":"Show More","replyText":"Reply","repliesText":"Replies","markedAsSolved":"Marked as Solved","movedMessagePlaceholder.BLOG":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.TKB":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.FORUM":"{count, plural, =0 {This reply has been} other {These replies have been} }","movedMessagePlaceholder.IDEA":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.OCCASION":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholderUrlText":"moved.","messageStatus":"Status: ","statusChanged":"Status changed: {previousStatus} to {currentStatus}","statusAdded":"Status added: {status}","statusRemoved":"Status removed: {status}","labelExpand":"expand replies","labelCollapse":"collapse replies","unhelpfulReason.reason1":"Content is outdated","unhelpfulReason.reason2":"Article is missing information","unhelpfulReason.reason3":"Content is for a different Product","unhelpfulReason.reason4":"Doesn't match what I was searching for"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageDeepLink-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageDeepLink-1743097580000","value":{"viewFullDiscussion@board:FORUM":"View Full Discussion ({repliesCount} Replies)","viewFullDiscussion@board:BLOG":"View Full Discussion ({repliesCount} Comments)","viewFullDiscussion@board:TKB":"View Full Discussion ({repliesCount} Comments)","viewFullDiscussion@board:IDEA":"View Full Discussion ({repliesCount} Comments)","viewFullDiscussion@board:OCCASION":"View Full Discussion ({repliesCount} Comments)","showParents@board:FORUM":"Show Parent Replies","showParents@board:BLOG":"Show Parent Comments","showParents@board:TKB":"Show Parent Comments","showParents@board:IDEA":"Show Parent Comments","showParents@board:OCCASION":"Show Parent Comments"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageReplyCallToAction-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyCallToAction-1743097580000","value":{"leaveReply":"Leave a reply...","leaveReply@board:BLOG@message:root":"Leave a comment...","leaveReply@board:TKB@message:root":"Leave a comment...","leaveReply@board:IDEA@message:root":"Leave a comment...","leaveReply@board:OCCASION@message:root":"Leave a comment...","repliesTurnedOff.FORUM":"Replies are turned off for this topic","repliesTurnedOff.BLOG":"Comments are turned off for this topic","repliesTurnedOff.TKB":"Comments are turned off for this topic","repliesTurnedOff.IDEA":"Comments are turned off for this topic","repliesTurnedOff.OCCASION":"Comments are turned off for this topic","infoText":"Stop poking me!"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageSubject-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSubject-1743097580000","value":{"noSubject":"(no subject)"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBody-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBody-1743097580000","value":{"showMessageBody":"Show More","mentionsErrorTitle":"{mentionsType, select, board {Board} user {User} message {Message} other {}} No Longer Available","mentionsErrorMessage":"The {mentionsType} you are trying to view has been removed from the community.","videoProcessing":"Video is being processed. Please try again in a few minutes.","bannerTitle":"Video provider requires cookies to play the video. Accept to continue or {url} it directly on the provider's site.","buttonTitle":"Accept","urlText":"watch"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageCustomFields-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageCustomFields-1743097580000","value":{"CustomField.default.label":"Value of {name}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageRevision-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageRevision-1743097580000","value":{"lastUpdatedDatePublished":"{publishCount, plural, one{Published} other{Updated}} {date}","lastUpdatedDateDraft":"Created {date}","version":"Version {major}.{minor}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageReplyButton-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyButton-1743097580000","value":{"repliesCount":"{count}","title":"Reply","title@board:BLOG@message:root":"Comment","title@board:TKB@message:root":"Comment","title@board:IDEA@message:root":"Comment","title@board:OCCASION@message:root":"Comment"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageAuthorBio-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageAuthorBio-1743097580000","value":{"sendMessage":"Send Message","actionMessage":"Follow this blog board to get notified when there's new activity","coAuthor":"CO-PUBLISHER","contributor":"CONTRIBUTOR","userProfile":"View Profile","iconlink":"Go to {name} {type}"},"localOverride":false},"CachedAsset:text:en_US-components/guides/GuideBottomNavigation-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/guides/GuideBottomNavigation-1743097580000","value":{"nav.label":"Previous/Next Page","nav.previous":"Previous","nav.next":"Next"},"localOverride":false},"CachedAsset:text:en_US-components/customComponent/CustomComponent-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/customComponent/CustomComponent-1743097580000","value":{"errorMessage":"Error rendering component id: {customComponentId}","bannerTitle":"Video provider requires cookies to play the video. Accept to continue or {url} it directly on the provider's site.","buttonTitle":"Accept","urlText":"watch"},"localOverride":false},"Rank:rank:47":{"__typename":"Rank","id":"rank:47","position":3,"name":"Historic F5 Account","color":"949494","icon":null,"rankStyle":"OUTLINE"},"User:user:94570":{"__typename":"User","id":"user:94570","uid":94570,"login":"Peter_Silva_123","deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.f5.com/t5/s/zihoc95639/m_assets/avatars/default/avatar-12.svg?time=0"},"rank":{"__ref":"Rank:rank:47"},"email":"","messagesCount":21,"biography":null,"topicsCount":2,"kudosReceivedCount":0,"kudosGivenCount":0,"kudosWeight":1,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2019-05-04T14:15:50.000-07:00","confirmEmailStatus":null},"followersCount":null,"solutionsCount":0},"ModerationData:moderation_data:285391":{"__typename":"ModerationData","id":"moderation_data:285391","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"Revision:revision:285391_1":{"__typename":"Revision","id":"revision:285391_1","lastEditTime":"2009-10-01T10:45:51.000-07:00"},"QueryVariables:ReplyList:message:285391:1":{"__typename":"QueryVariables","id":"ReplyList:message:285391:1","value":{"id":"message:285391","first":10,"sorts":{"postTime":{"direction":"ASC"}},"repliesFirst":3,"repliesFirstDepthThree":1,"repliesSorts":{"postTime":{"direction":"ASC"}},"useAvatar":true,"useAuthorLogin":true,"useAuthorRank":true,"useBody":true,"useKudosCount":true,"useTimeToRead":false,"useMedia":false,"useReadOnlyIcon":false,"useRepliesCount":true,"useSearchSnippet":false,"useAcceptedSolutionButton":false,"useSolvedBadge":false,"useAttachments":false,"attachmentsFirst":5,"useTags":false,"useNodeAncestors":false,"useUserHoverCard":false,"useNodeHoverCard":false,"useModerationStatus":true,"usePreviewSubjectModal":false,"useMessageStatus":true}},"ROOT_MUTATION":{"__typename":"Mutation"},"CachedAsset:text:en_US-components/users/UserLink-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/users/UserLink-1743097580000","value":{"authorName":"View Profile: {author}","anonymous":"Anonymous"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/users/UserRank-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserRank-1743097580000","value":{"rankName":"{rankName}","userRank":"Author rank {rankName}"},"localOverride":false},"CachedAsset:text:en_US-components/users/UserRegistrationDate-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/users/UserRegistrationDate-1743097580000","value":{"noPrefix":"{date}","withPrefix":"Joined {date}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageTime-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageTime-1743097580000","value":{"postTime":"Published: {time}","lastPublishTime":"Last Update: {time}","conversation.lastPostingActivityTime":"Last posting activity time: {time}","conversation.lastPostTime":"Last post time: {time}","moderationData.rejectTime":"Rejected time: {time}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/ThreadedReplyList-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/messages/ThreadedReplyList-1743097580000","value":{"title":"{count, plural, one{# Reply} other{# Replies}}","title@board:BLOG":"{count, plural, one{# Comment} other{# Comments}}","title@board:TKB":"{count, plural, one{# Comment} other{# Comments}}","title@board:IDEA":"{count, plural, one{# Comment} other{# Comments}}","title@board:OCCASION":"{count, plural, one{# Comment} other{# Comments}}","noRepliesTitle":"No Replies","noRepliesTitle@board:BLOG":"No Comments","noRepliesTitle@board:TKB":"No Comments","noRepliesTitle@board:IDEA":"No Comments","noRepliesTitle@board:OCCASION":"No Comments","noRepliesDescription":"Be the first to reply","noRepliesDescription@board:BLOG":"Be the first to comment","noRepliesDescription@board:TKB":"Be the first to comment","noRepliesDescription@board:IDEA":"Be the first to comment","noRepliesDescription@board:OCCASION":"Be the first to comment","messageReadOnlyAlert:BLOG":"Comments have been turned off for this post","messageReadOnlyAlert:TKB":"Comments have been turned off for this article","messageReadOnlyAlert:IDEA":"Comments have been turned off for this idea","messageReadOnlyAlert:FORUM":"Replies have been turned off for this discussion","messageReadOnlyAlert:OCCASION":"Comments have been turned off for this event"},"localOverride":false},"CachedAsset:text:en_US-components/tags/TagView/TagViewChip-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-components/tags/TagView/TagViewChip-1743097580000","value":{"tagLabelName":"Tag name {tagName}"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Pager/PagerLoadMore-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Pager/PagerLoadMore-1743097580000","value":{"loadMore":"Show More"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/users/UserAvatar-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserAvatar-1743097580000","value":{"altText":"{login}'s avatar","altTextGeneric":"User's avatar"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/ranks/UserRankLabel-1743097580000":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/ranks/UserRankLabel-1743097580000","value":{"altTitle":"Icon for {rankName} rank"},"localOverride":false}}}},"page":"/kbs/TkbMessagePage/TkbMessagePage","query":{"boardId":"technicalarticles","messageSubject":"can-the-future-of-application-delivery-networks-be-found-in-neural-network-theor","messageId":"285390","replyId":"285391"},"buildId":"q_bLpq2mflH0BeZigxpj6","runtimeConfig":{"buildInformationVisible":false,"logLevelApp":"info","logLevelMetrics":"info","openTelemetryClientEnabled":false,"openTelemetryConfigName":"f5","openTelemetryServiceVersion":"25.2.0","openTelemetryUniverse":"prod","openTelemetryCollector":"http://localhost:4318","openTelemetryRouteChangeAllowedTime":"5000","apolloDevToolsEnabled":false,"inboxMuteWipFeatureEnabled":false},"isFallback":false,"isExperimentalCompile":false,"dynamicIds":["./components/customComponent/CustomComponent/CustomComponent.tsx","./components/community/Navbar/NavbarWidget.tsx","./components/community/Breadcrumb/BreadcrumbWidget.tsx","./components/tkbs/TkbArticleWidget/TkbArticleWidget.tsx","./components/messages/MessageView/MessageViewStandard/MessageViewStandard.tsx","./components/customComponent/CustomComponentContent/TemplateContent.tsx","./components/customComponent/CustomComponentContent/HtmlContent.tsx","./components/customComponent/CustomComponentContent/CustomComponentScripts.tsx","../shared/client/components/common/List/UnwrappedList/UnwrappedList.tsx","./components/tags/TagView/TagView.tsx","./components/tags/TagView/TagViewChip/TagViewChip.tsx","../shared/client/components/common/Pager/PagerLoadMore/PagerLoadMore.tsx"],"appGip":true,"scriptLoader":[]}
![\"AddThis](\"http://s9.addthis.com/button1-fd.gif\")
![\"Bookmark](\"http://s9.addthis.com/button1-share.gif\")
