{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T16:27:39Z","timestamp":1778603259998,"version":"3.51.4"},"reference-count":56,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,11]]},"DOI":"10.1109\/iccad.2015.7372648","type":"proceedings-article","created":{"date-parts":[[2016,1,7]],"date-time":"2016-01-07T22:15:52Z","timestamp":1452204952000},"page":"770-775","source":"Crossref","is-referenced-by-count":4,"title":["Hardware accelerator design for data centers"],"prefix":"10.1109","author":[{"given":"Serif","family":"Yesil","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammet Mustafa","family":"Ozdal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taemin","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrey","family":"Ayupov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven","family":"Burns","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ozcan","family":"Ozturk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2541940.2541967"},{"key":"ref38","first-page":"139","article-title":"Fpga acceleration of markov random field trw-s inference for stereo matching","author":"choi","year":"2013","journal-title":"Formal Methods and Models for Codesign (MEMOCODE) 2013 Eleventh IEEE\/ACM International Conference on"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2008.33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2011.5749755"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICSCS.2009.5412615"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2008.4629999"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2333660.2333747"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1669112.1669160"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1723112.1723129"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MCSoC.2014.47"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/FPT.2013.6718411"},{"key":"ref2","article-title":"Big graph","year":"2015"},{"key":"ref1","first-page":"365","article-title":"Dark silicon and the end of multicore scaling","author":"esmaeilzadeh","year":"2011","journal-title":"2011 38th Annual International Symposium on Computer Architecture (ISCA) ISCA"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2012.6402918"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2014.6853195"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2014.24"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12133-3_36"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2593069.2593105"},{"key":"ref26","article-title":"Src computers launches saturn 1 server, the first reconfigurable hyperscale server","year":"2015"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1723112.1723134"},{"key":"ref50","article-title":"Graph computing and linked big data","year":"2015"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807184"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.14778\/2212351.2212354"},{"key":"ref55","article-title":"Pagerank computation and the structure of the web: Experiments and algorithms","author":"arasu","year":"2002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/1993316.1993501"},{"key":"ref53","article-title":"The combinatorial blas: Design, implementation, and applications","year":"2015"},{"key":"ref52","first-page":"278","article-title":"Socialite: Datalog extensions for efficient social network analysis","author":"lam","year":"2013","journal-title":"Proceedings of the 2013 IEEE International Conference on Data Engineering (ICDE 2013) ICDE '13 (Washington DC USA)"},{"key":"ref10","article-title":"ibm, nvidia, u.s. dept. of energy outline supercomputing centers, collaboration","year":"2015"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1454115.1454152"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2012.6402898"},{"key":"ref12","article-title":"Top500 june 2015 list","year":"2015"},{"key":"ref13","article-title":"Parallel data mining on graphics processors","author":"fang","year":"2008","journal-title":"Tech Rep CS 08–07 HKUST"},{"key":"ref14","article-title":"Caffe deep learning framework","year":"2015"},{"key":"ref15","article-title":"Theano: new features and speed improvements","volume":"abs 1211 5590","author":"bastien","year":"2012","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2009.5306797"},{"key":"ref17","article-title":"Parboil: A revised benchmark suite for scientific and commercial throughput computing","author":"stratton","year":"0","journal-title":"Center for Reliable and High-Performance Computing 2012"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2038037.1941590"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2694413.2694421"},{"key":"ref4","article-title":"Data center efficiency assessment: Scaling up energy efficiency across the data center industry: Evaluating key drivers and barriers","year":"2015"},{"key":"ref3","article-title":"Genome sequencing costs","year":"2015"},{"key":"ref6","article-title":"International technology roadmap for semiconductors 2007 edition system drivers","year":"2015"},{"key":"ref5","first-page":"1131","article-title":"Is dark silicon useful? harnessing the four horsemen of the coming dark silicon apocalypse","author":"taylor","year":"2012","journal-title":"Design Automation Conference (DAC) 2012 49th ACM\/EDAC\/IEEE"},{"key":"ref8","article-title":"How intel and ibm did big data 148x better","year":"2015"},{"key":"ref7","article-title":"Intel takes the flexibility of ibm db2 with blu acceleration even further","year":"2015"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1145\/2678373.2665689","article-title":"Aladdin: A pre-rtl, power-performance accelerator simulator enabling large design space exploration of customized architectures","volume":"42","author":"shao","year":"2014","journal-title":"SIGARCH Comput Archit News"},{"key":"ref9","article-title":"Top500 june 2015 list","year":"2015"},{"key":"ref46","article-title":"Power8 coherent accelerator processor interface","year":"2015"},{"key":"ref45","article-title":"An analysis of accelerator coupling in heterogeneous architectures","author":"cota","year":"2015","journal-title":"Design Automation Conference"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-01857-7_47"},{"key":"ref47","article-title":"Intel quickassist technology","year":"2015"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2014.15"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2749469.2750386"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2013.6691182"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2006.45"}],"event":{"name":"2015 IEEE\/ACM International Conference on Computer-Aided Design (ICCAD)","location":"Austin, TX, USA","start":{"date-parts":[[2015,11,2]]},"end":{"date-parts":[[2015,11,6]]}},"container-title":["2015 IEEE\/ACM International Conference on Computer-Aided Design (ICCAD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7367889\/7372533\/07372648.pdf?arnumber=7372648","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T03:15:28Z","timestamp":1498274128000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7372648\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/iccad.2015.7372648","relation":{},"subject":[],"published":{"date-parts":[[2015,11]]}}}