{"id":47,"date":"2016-08-31T18:03:49","date_gmt":"2016-08-31T22:03:49","guid":{"rendered":"https:\/\/coefs.charlotte.edu\/htabkhiv\/?page_id=47"},"modified":"2026-03-12T16:38:27","modified_gmt":"2026-03-12T20:38:27","slug":"research","status":"publish","type":"page","link":"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Active Projects<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/real-time-edge-intelligence-for-smart-communities\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"180\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Figure-SCC-300x180.jpg\" alt=\"Real-time Edge Intelligence for Smart Communities\" class=\"wp-image-808\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Figure-SCC-300x180.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Figure-SCC-768x460.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Figure-SCC.jpg 972w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">Real-time Edge Intelligence for Smart Communities<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/nsf-cps-workzonesafety\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/11\/main-fig-300x158.jpg\" alt=\"Real-time AI for Highway Work Zone Safety\" class=\"wp-image-1128\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/11\/main-fig-300x158.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/11\/main-fig-768x405.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/11\/main-fig-1024x540.jpg 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/11\/main-fig.jpg 1779w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">Real-time AI for Highway Work Zone Safety<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/scalable-reconfigurable-architecture-for-deep-learning\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"182\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Overall-Arch-300x182.jpg\" alt=\"Scalable Reconfigurable Architecture for Deep Learning\" class=\"wp-image-810\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Overall-Arch-300x182.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Overall-Arch-768x465.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Overall-Arch-1024x620.jpg 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/Overall-Arch.jpg 1622w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 12pt\">Scalable Reconfigurable Architecture for Deep Learning<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/empowering-fpgas-for-cloud-computing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/fpga-300x225.jpg\" alt=\"Empowering FPGAs for Cloud Computing\" class=\"wp-image-811\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/fpga-300x225.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/fpga-768x575.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/fpga-1024x767.jpg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 12pt\">Empowering FPGAs for Cloud Computing<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/predictive-road-maintenance-and-assets-classification\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"175\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/road-0-300x175.jpg\" alt=\"Predictive Road Maintenance and Assets Classification\" class=\"wp-image-812\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/road-0-300x175.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/road-0-768x447.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/road-0-1024x597.jpg 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/road-0.jpg 1428w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 12pt\">Predictive Road Maintenance and Assets Classification<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/deep-learning-inspired-digital-twins-for-post-silicon-electronics\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"206\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/reli-0-300x206.jpg\" alt=\"Deep-Learning Inspired Digital Twins for Post-Silicon Electronics\" class=\"wp-image-806\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/reli-0-300x206.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/reli-0-768x526.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/reli-0-1024x702.jpg 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/reli-0.jpg 1116w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 12pt\">Deep-Learning Inspired Digital Twins for Post-Silicon Electronics<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image wp-image-937\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"249\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/01\/Model-0-1-1-300x249.jpg\" alt=\"Scalable LLVM-Based System Simulation for Domain-Specific Computing\" class=\"wp-image-937\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/01\/Model-0-1-1-300x249.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2019\/01\/Model-0-1-1.jpg 747w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption class=\"wp-element-caption\">Scalable LLVM-Based System Simulation for Domain-Specific Computing<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/scalable-dnns-for-visual-tracking-and-behavioral-analysis\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"208\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/LSTM-300x208.jpg\" alt=\"Scalable DNNs for Visual Tracking and Behavioral Analysis\" class=\"wp-image-865\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/LSTM-300x208.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/LSTM-768x532.jpg 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/LSTM-1024x709.jpg 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/LSTM.jpg 1451w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\">Scalable DNNs for Visual Tracking and Behavioral Analysis<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Past Projects<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/wp.me\/P7QIpp-2X\"><img loading=\"lazy\" decoding=\"async\" width=\"454\" height=\"228\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/1-300x151.png\" alt=\"Real-time Embedded Vision\" class=\"wp-image-207\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/1-300x151.png 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/1.png 454w\" sizes=\"auto, (max-width: 454px) 100vw, 454px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 14pt\">Real-time Embedded Vision<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/wp.me\/P7QIpp-35\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"136\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/FLP-300x136.png\" alt=\"Function-Level Processor (FLP)\" class=\"wp-image-206\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/FLP-300x136.png 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/FLP-768x348.png 768w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/FLP-1024x464.png 1024w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/FLP.png 1411w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 14pt\">Function-Level Processor (FLP)<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/wp.me\/P7QIpp-39\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"179\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/5-300x179.jpg\" alt=\"GPUs for Big Data Analytics\" class=\"wp-image-208\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/5-300x179.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2016\/08\/5.jpg 744w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 14pt\">GPUs for Big Data Analytics<\/span><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/research\/ai-inspired-computer-architecture\/\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"204\" src=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/OoO-BB-HT-300x204.jpg\" alt=\"AI-Inspired Computer Architecture\" class=\"wp-image-805\" srcset=\"https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/OoO-BB-HT-300x204.jpg 300w, https:\/\/coefs.charlotte.edu\/htabkhiv\/files\/2018\/12\/OoO-BB-HT.jpg 524w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption class=\"wp-element-caption\"><span style=\"font-size: 12pt\">AI-Inspired Computer Architecture<\/span><\/figcaption><\/figure>\n\n\n\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Active Projects Past Projects &nbsp;<\/p>\n","protected":false},"author":231,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-47","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/pages\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/users\/231"}],"replies":[{"embeddable":true,"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/comments?post=47"}],"version-history":[{"count":4,"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/pages\/47\/revisions"}],"predecessor-version":[{"id":1631,"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/pages\/47\/revisions\/1631"}],"wp:attachment":[{"href":"https:\/\/coefs.charlotte.edu\/htabkhiv\/wp-json\/wp\/v2\/media?parent=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}