{"id":1498,"date":"2013-08-12T11:18:03","date_gmt":"2013-08-12T18:18:03","guid":{"rendered":"http:\/\/aviral.lab.asu.edu\/?page_id=1498"},"modified":"2026-02-03T17:27:44","modified_gmt":"2026-02-04T00:27:44","slug":"research","status":"publish","type":"page","link":"https:\/\/labs.engineering.asu.edu\/mps-lab\/","title":{"rendered":"MPS Lab Research"},"content":{"rendered":"\n<p>The <strong>Make Programming Simple Lab<\/strong> focuses on advancing computational methods and technologies to simplify programming and enhance system performance across diverse domains. Key research areas include Machine Learning Accelerators for efficient processing, Error Resilience techniques to ensure robust system operations, Intelligent Transportation solutions for smarter mobility, Multi-level Intermediate Representations for optimizing compiler designs, and Quantum Machine Learning for pioneering future-ready AI systems. The lab aims to bridge the gap between complex computational problems and practical, accessible programming solutions.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Active Research<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Machine Learning<\/strong> Acceleration<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/mla\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/machine-learning-accelerators-1024x585.png\" alt=\"Diagram for machine learning accelerators\" class=\"wp-image-3749\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/machine-learning-accelerators-1024x585.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/machine-learning-accelerators-300x171.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/machine-learning-accelerators-768x439.png 768w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/machine-learning-accelerators.png 1122w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\">Intelligent Transportation Systems<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/intelligent-transportation-systems\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"260\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-1024x260.png\" alt=\"\" class=\"wp-image-3685\" style=\"width:414px;height:auto\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-1024x260.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-300x76.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-768x195.png 768w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-1536x391.png 1536w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2019\/12\/itm-2048x521.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\">AI-driven Multi-Level Compilers<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/mlc\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/11\/MLIR.gif\" alt=\"mlir gif\" class=\"wp-image-6924\" style=\"width:261px;height:auto\"\/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"has-small-font-size\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\">Quantum Machine Learning<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/qml\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"603\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/02\/Main-Figure.png\" alt=\"\" class=\"wp-image-6649\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/02\/Main-Figure.png 1140w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/02\/Main-Figure-300x159.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/02\/Main-Figure-1024x542.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2023\/02\/Main-Figure-768x406.png 768w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/a><\/figure>\n\n\n\n<p class=\"has-small-font-size\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Extended Research<\/h2>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Reliability and Robustness for Machine Learning<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/reliability\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"461\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6-1024x461.png\" alt=\"\" class=\"wp-image-6721\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6-1024x461.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6-300x135.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6-768x346.png 768w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6-1536x691.png 1536w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2022\/05\/reliability-figure-6.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong><strong>GPU Computing<\/strong><\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/accelerated-computing\/gpuc\/\"><img loading=\"lazy\" decoding=\"async\" width=\"516\" height=\"292\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/CuMAPz_Overview3.png\" alt=\"\" class=\"wp-image-490\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/CuMAPz_Overview3.png 516w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/CuMAPz_Overview3-300x170.png 300w\" sizes=\"auto, (max-width: 516px) 100vw, 516px\" \/><\/a><figcaption class=\"wp-element-caption\">\t\t\t\t\t\t<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\">Cyber-Physical and IoT Systems<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/cyber-physical-and-iot-systems\/\"><img loading=\"lazy\" decoding=\"async\" width=\"624\" height=\"288\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2018\/02\/Time.png\" alt=\"\" class=\"wp-image-3194\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2018\/02\/Time.png 624w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2018\/02\/Time-300x138.png 300w\" sizes=\"auto, (max-width: 624px) 100vw, 624px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Software Managed Manycore (SMM)<\/strong><\/h4>\n\n\n<div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/software-managed-manycore-smm\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"603\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2020\/02\/smmArch-1024x603.png\" alt=\"\" class=\"wp-image-4180\" style=\"width:216px;height:auto\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2020\/02\/smmArch-1024x603.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2020\/02\/smmArch-300x177.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2020\/02\/smmArch-768x452.png 768w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2020\/02\/smmArch.png 1322w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Software Branch Hinting<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/low-power-computing\/software-branch-hinting\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"600\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/cellArch.png\" alt=\"\" class=\"wp-image-601\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/cellArch.png 1000w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/cellArch-300x180.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/cellArch-768x461.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><figcaption class=\"wp-element-caption\">\t\t\t\t\t\t<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Coarse-Grain Reconfigurable Arrays<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research\/coarse-grained-reconfigurable-arrays\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"801\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/applicationMapping.png\" alt=\"CGRA\" class=\"wp-image-376\" style=\"width:256px;height:auto\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/applicationMapping.png 1015w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/applicationMapping-300x237.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/applicationMapping-768x606.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Power, Temperature and Variation aware Computing<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/low-power-computing\/ptv\/\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"365\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/lapg.png\" alt=\"\" class=\"wp-image-424\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/lapg.png 865w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/lapg-300x127.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/lapg-768x324.png 768w\" sizes=\"auto, (max-width: 865px) 100vw, 865px\" \/><\/a><figcaption class=\"wp-element-caption\">\t\t\t\t\t\t<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong><strong><strong>Bypass Aware Compiler<\/strong><\/strong><\/strong><\/h4>\n\n\n<div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/low-power-computing\/bac\/\"><img loading=\"lazy\" decoding=\"async\" width=\"410\" height=\"151\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/partial-bypassing.png\" alt=\"\" class=\"wp-image-394\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/partial-bypassing.png 410w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/partial-bypassing-300x110.png 300w\" sizes=\"auto, (max-width: 410px) 100vw, 410px\" \/><\/a><figcaption class=\"wp-element-caption\">\t\t\t\t\t\t<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Reduced bit-width Instruction Set Architecture<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/low-power-computing\/risa\/\"><img loading=\"lazy\" decoding=\"async\" width=\"475\" height=\"143\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/dualISA.png\" alt=\"\" class=\"wp-image-384\" style=\"width:284px;height:auto\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/dualISA.png 475w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/dualISA-300x90.png 300w\" sizes=\"auto, (max-width: 475px) 100vw, 475px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Real-Time Systems<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/real-time-systems\/\"><img loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"367\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2013\/08\/CorrectByConstructionCPS-1.png\" alt=\"\" class=\"wp-image-2340\" style=\"width:276px;height:auto\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2013\/08\/CorrectByConstructionCPS-1.png 723w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2013\/08\/CorrectByConstructionCPS-1-300x152.png 300w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/a><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong><strong><strong>LLM Applications<\/strong><\/strong><\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/llm-applications\/\"><img loading=\"lazy\" decoding=\"async\" width=\"497\" height=\"481\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/04\/Screen-Shot-2024-04-09-at-9.30.53-AM.png\" alt=\"\" class=\"wp-image-6393\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/04\/Screen-Shot-2024-04-09-at-9.30.53-AM.png 497w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/04\/Screen-Shot-2024-04-09-at-9.30.53-AM-300x290.png 300w\" sizes=\"auto, (max-width: 497px) 100vw, 497px\" \/><\/a><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\"><strong>Software-level Solutions Against Hardware Faults<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/software-level-solutions-against-hardware-faults\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"1080\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/08\/reliability-main-image.png\" alt=\"\" class=\"wp-image-6736\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/08\/reliability-main-image.png 1440w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/08\/reliability-main-image-300x225.png 300w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/08\/reliability-main-image-1024x768.png 1024w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2024\/08\/reliability-main-image-768x576.png 768w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\"><strong>Processor Idle Cycle Aggregation<\/strong><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/research-themes\/low-power-computing\/https:\/\/labs.engineering.asu.edu\/mps-lab\/low-power-computing\/processor-idle-cycle-aggregation\/\"><img loading=\"lazy\" decoding=\"async\" width=\"651\" height=\"281\" src=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/aggregation-execution.png\" alt=\"\" class=\"wp-image-416\" srcset=\"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/aggregation-execution.png 651w, https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-content\/uploads\/sites\/8\/2011\/06\/aggregation-execution-300x129.png 300w\" sizes=\"auto, (max-width: 651px) 100vw, 651px\" \/><\/a><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Make Programming Simple Lab focuses on advancing computational methods and technologies to simplify programming and enhance system performance across diverse domains. Key research areas include Machine Learning Accelerators for efficient processing, Error Resilience techniques [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1498","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/pages\/1498","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/comments?post=1498"}],"version-history":[{"count":0,"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/pages\/1498\/revisions"}],"wp:attachment":[{"href":"https:\/\/labs.engineering.asu.edu\/mps-lab\/wp-json\/wp\/v2\/media?parent=1498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}