{"id":31948,"date":"2024-02-19T05:37:43","date_gmt":"2024-02-19T05:37:43","guid":{"rendered":"https:\/\/chipedge.com\/?p=31948"},"modified":"2024-02-19T05:37:43","modified_gmt":"2024-02-19T05:37:43","slug":"managing-miniatures-techniques-to-manage-ocv-in-vlsi-design","status":"publish","type":"post","link":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/","title":{"rendered":"Managing Miniatures: Techniques to manage OCV in VLSI Design"},"content":{"rendered":"

As technology miniaturizes, pushing the boundaries of materials and design, On-Chip Variation (OCV) plays a crucial role in VLSI design. By simulating variations within chips, OCV helps prevent malfunctions after fabrication, ensuring functionality in increasingly compact sizes. This becomes especially critical with initiatives like <\/span>India’s proposed semiconductor plants<\/span><\/a>, highlighting the need for advanced VLSI techniques like OCV management to drive the miniaturization race.<\/span><\/p>\n

 <\/p>\n

OCV and its Role in VLSI<\/span><\/p>\n

OCV refers to the process variations in electrical properties of transistors and wires that occur during chip fabrication, which may impact factors like speed, power consumption, and power leakage. These variations can potentially lead to timing violations, increased power draw, or malfunctioning of circuits.<\/span><\/p>\n

 <\/p>\n

Though OCV in a chip is not directly used to prevent damage to the chip but can indirectly contribute to better reliability and functionality.\u00a0<\/span><\/p>\n

How to Manage OCV?<\/span><\/h2>\n

Managing OCV effectively is crucial for designing a reliable and high-performance VLSI circuit as it ensures the smooth functioning of all microscopic components despite all the process variations. The following steps can be incorporated for effective OCV management:<\/span><\/p>\n

Understanding OCV<\/span><\/h3>\n

Analyzing process, layout, and environmental factors contributing to OCV in the specific design. Use of statistical models or measurement data to understand the distribution and impact of variations on crucial parameters like delay, leakage, and power consumption. With this, we could analyze the source and characterize the variations.\u00a0<\/span><\/p>\n

Design Techniques\u00a0<\/span><\/h3>\n

Adding extra buffer time or voltage to account for worst-case variations may seem simple but can impact performance and power efficiency to a great extent. Use of tools that consider the distribution of OCV to predict timing violation more accurately than traditional statistical timing analysis.\u00a0<\/span><\/p>\n

 <\/p>\n

Guardbanding is another design technique wherein creating a physical or electrical barrier to contain the effects of variations within specific regions of the chip so that even if one part of a design fails, the chip can continue to operate.\u00a0<\/span><\/p>\n

 <\/p>\n

Adjusting the voltage applied to the silicon substrate to control transistor performance and mitigate certain OCV-specific effects.\u00a0<\/span><\/p>\n

Advanced Techniques<\/span><\/h3>\n

Various OCV libraries characterize the statistical distribution of OCV effects. We then have the Advanced OCV (AOCV) which provides more accurate timing analysis compared to basic libraries, as they consider location-specific and context-dependent variations.<\/span><\/p>\n

We also have the parametric OCV (POCV) instead of analyzing the entire system, specifically focusing on parameters like threshold voltage and wire resistance. Designers can fine-tune the system for better control by understanding how individual component variations impact overall performance.<\/span><\/p>\n

 <\/p>\n

Navigating Uncertainty: Balancing Damage Prevention With OCV Management<\/span><\/h2>\n

OCV isn’t the direct cause of damage; rather, it instigates uncertainty, influencing the behavior of chips. The goal of OCV management techniques is to account for these variations and ensure the chip still functions correctly. Techniques like design margin add extra buffer or voltage to account for worst-case variations although this can impact performance and power efficiency.\u00a0<\/span><\/p>\n

 <\/p>\n

More advanced techniques on On-Chip variation (AOCV) and Parametric On-Chip Variation (POCV) provide more precise ways to analyze and address specific variations.<\/span><\/p>\n

 <\/p>\n

Designers can build chips that are more likely to function as intended under various operating conditions, hence indirectly improving their reliability and lifespan. All these can be achieved only by effectively managing OCV.<\/span><\/p>\n

 <\/p>\n

Minimizing timing violations, excessive power consumption, and circuit malfunctions caused by OCV variation can help prevent damage that could occur due to these issues.\u00a0<\/span><\/p>\n

 <\/p>\n

To summarise, we can\u2019t say OCV is a damage prevention mechanism in itself, but understanding and managing it plays a crucial role in ensuring the correct functionality and reliability of chips despite inherent manufacturing variation.\u00a0<\/span><\/p>\n

 <\/p>\n

Choosing the right tool depends on the specific need. OCV libraries offer a good starting point, while AOCV provides higher accuracy for critical designs and POCV can be valuable for pinpointing and addressing specific concerns.<\/span><\/p>\n

By rightly choosing and using these tools designers can manage the impact of OCV and build more reliable and high-performing chips. If you are interested in pursuing a <\/span>chip design course<\/span><\/a>, contact ChipEdge, one of the top <\/span>VLSI institutes in Bangalore<\/span><\/a>. <\/span><\/p>\n

\n
Explore VLSI Courses<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

As technology miniaturizes, pushing the boundaries of materials and design, On-Chip Variation (OCV) plays a crucial role in VLSI design. […]<\/p>\n","protected":false},"author":19,"featured_media":31945,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[12],"tags":[],"class_list":["post-31948","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-physical-design"],"acf":[],"yoast_head":"\nManaging Miniatures: Techniques to manage OCV in VLSI Design<\/title>\n<meta name=\"description\" content=\"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Managing Miniatures: Techniques to manage OCV in VLSI Design\" \/>\n<meta property=\"og:description\" content=\"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process\" \/>\n<meta property=\"og:url\" content=\"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/\" \/>\n<meta property=\"og:site_name\" content=\"chipedge\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-19T05:37:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"857\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Raghav M\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Raghav M\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/\"},\"author\":{\"name\":\"Raghav M\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#\\\/schema\\\/person\\\/9231638c6d58d6e14efb4d945088f703\"},\"headline\":\"Managing Miniatures: Techniques to manage OCV in VLSI Design\",\"datePublished\":\"2024-02-19T05:37:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/\"},\"wordCount\":689,\"publisher\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/80915-1.jpg\",\"articleSection\":[\"Physical Design\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/\",\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/\",\"name\":\"Managing Miniatures: Techniques to manage OCV in VLSI Design\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/80915-1.jpg\",\"datePublished\":\"2024-02-19T05:37:43+00:00\",\"description\":\"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#primaryimage\",\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/80915-1.jpg\",\"contentUrl\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/80915-1.jpg\",\"width\":1500,\"height\":857,\"caption\":\"Built in self test in vlsi\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Managing Miniatures: Techniques to manage OCV in VLSI Design\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#website\",\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/\",\"name\":\"chipedge\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#organization\",\"name\":\"chipedge\",\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logo.png\",\"width\":156,\"height\":40,\"caption\":\"chipedge\"},\"image\":{\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/#\\\/schema\\\/person\\\/9231638c6d58d6e14efb4d945088f703\",\"name\":\"Raghav M\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g\",\"caption\":\"Raghav M\"},\"url\":\"https:\\\/\\\/chipedge.com\\\/resources\\\/author\\\/raghav-m\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Managing Miniatures: Techniques to manage OCV in VLSI Design","description":"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/","og_locale":"en_US","og_type":"article","og_title":"Managing Miniatures: Techniques to manage OCV in VLSI Design","og_description":"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process","og_url":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/","og_site_name":"chipedge","article_published_time":"2024-02-19T05:37:43+00:00","og_image":[{"width":1500,"height":857,"url":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg","type":"image\/jpeg"}],"author":"Raghav M","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Raghav M","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#article","isPartOf":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/"},"author":{"name":"Raghav M","@id":"https:\/\/chipedge.com\/resources\/#\/schema\/person\/9231638c6d58d6e14efb4d945088f703"},"headline":"Managing Miniatures: Techniques to manage OCV in VLSI Design","datePublished":"2024-02-19T05:37:43+00:00","mainEntityOfPage":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/"},"wordCount":689,"publisher":{"@id":"https:\/\/chipedge.com\/resources\/#organization"},"image":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#primaryimage"},"thumbnailUrl":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg","articleSection":["Physical Design"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/","url":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/","name":"Managing Miniatures: Techniques to manage OCV in VLSI Design","isPartOf":{"@id":"https:\/\/chipedge.com\/resources\/#website"},"primaryImageOfPage":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#primaryimage"},"image":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#primaryimage"},"thumbnailUrl":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg","datePublished":"2024-02-19T05:37:43+00:00","description":"On-chip variation (OCV) in VLSI is responsible for simulating variations within the chips to prevent any malfunctioning after the fabrication process","breadcrumb":{"@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#primaryimage","url":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg","contentUrl":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2024\/02\/80915-1.jpg","width":1500,"height":857,"caption":"Built in self test in vlsi"},{"@type":"BreadcrumbList","@id":"https:\/\/chipedge.com\/resources\/managing-miniatures-techniques-to-manage-ocv-in-vlsi-design\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/chipedge.com\/resources\/"},{"@type":"ListItem","position":2,"name":"Managing Miniatures: Techniques to manage OCV in VLSI Design"}]},{"@type":"WebSite","@id":"https:\/\/chipedge.com\/resources\/#website","url":"https:\/\/chipedge.com\/resources\/","name":"chipedge","description":"","publisher":{"@id":"https:\/\/chipedge.com\/resources\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/chipedge.com\/resources\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/chipedge.com\/resources\/#organization","name":"chipedge","url":"https:\/\/chipedge.com\/resources\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/chipedge.com\/resources\/#\/schema\/logo\/image\/","url":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2025\/01\/logo.png","contentUrl":"https:\/\/chipedge.com\/resources\/wp-content\/uploads\/2025\/01\/logo.png","width":156,"height":40,"caption":"chipedge"},"image":{"@id":"https:\/\/chipedge.com\/resources\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/chipedge.com\/resources\/#\/schema\/person\/9231638c6d58d6e14efb4d945088f703","name":"Raghav M","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/71a0351b9fcad7547813603974b10f0dd7d323aaa02928fe7fb5a2ac8a51ea1d?s=96&d=mm&r=g","caption":"Raghav M"},"url":"https:\/\/chipedge.com\/resources\/author\/raghav-m\/"}]}},"_links":{"self":[{"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/posts\/31948","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/comments?post=31948"}],"version-history":[{"count":0,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/posts\/31948\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/media\/31945"}],"wp:attachment":[{"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/media?parent=31948"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/categories?post=31948"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chipedge.com\/resources\/wp-json\/wp\/v2\/tags?post=31948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}