{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T05:38:30Z","timestamp":1740116310893,"version":"3.37.3"},"reference-count":9,"publisher":"World Scientific Pub Co Pte Ltd","issue":"08","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61302127"],"award-info":[{"award-number":["61302127"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11326198"],"award-info":[{"award-number":["11326198"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2015M570228"],"award-info":[{"award-number":["2015M570228"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Opening Foundation of Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology"},{"name":"Tianjin Key Projects in the National Science and Technology Pillar Program","award":["14ZCZDGX00033"],"award-info":[{"award-number":["14ZCZDGX00033"]}]},{"name":"International Fostering Plan of Selected Excellent Postdoctors Subsidized by Tianjin City"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J CIRCUIT SYST COMP"],"published-print":{"date-parts":[[2016,8]]},"abstract":"<jats:p> Performance monitoring counters (PMCs) are of great value to monitor the status of processors and their further analysis and modeling. In this paper, we explore a novel problem called PMC integration, i.e., how to combine a group of PMCs which are collected asynchronously together. It is well known that, due to hardware constraints, the number of PMCs that can be measured concurrently is strictly limited. It means we cannot directly acquire all the phenomenon features that are related with the system performance. Clearly, this source raw data shortage is extremely frustrating to PMCs based analysis and modeling tasks, such as PMCs based power estimation. To deal with this problem, we introduce a neighboring interval power values based PMC data integration approach. Based on the activity similarity of easily collected power dissipation values, the proposed approach can automatically combine distinct categories of PMC data together and hence realize the recovery of intact raw PMC data. In addition, the significance and effectiveness of the proposed approach are experimentally verified on a common task, the PMCs based power consumption modeling. <\/jats:p>","DOI":"10.1142\/s0218126616500869","type":"journal-article","created":{"date-parts":[[2016,4,11]],"date-time":"2016-04-11T08:47:14Z","timestamp":1460364434000},"page":"1650086","source":"Crossref","is-referenced-by-count":0,"title":["Power Neighboring Interval Matching Based PMC Integration"],"prefix":"10.1142","volume":"25","author":[{"given":"Yuelong","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science and Software Engineering, Tianjin Polytechnic University, Tianjin 300387, P.\u00a0R.\u00a0China"},{"name":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin 300387, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jigang","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yawen","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Otago, Dunedin 9016, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Mair","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Otago, Dunedin 9016, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Eyers","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Otago, Dunedin 9016, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiyi","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Otago, Dunedin 9016, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2016,5,17]]},"reference":[{"key":"S0218126616500869BIB013","doi-asserted-by":"publisher","DOI":"10.1177\/109434200001400303"},{"key":"S0218126616500869BIB014","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40517-4_3"},{"key":"S0218126616500869BIB015","doi-asserted-by":"publisher","DOI":"10.1002\/9781118981122.ch5"},{"key":"S0218126616500869BIB016","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-6692-1_14"},{"key":"S0218126616500869BIB019","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2011.47"},{"key":"S0218126616500869BIB022","doi-asserted-by":"publisher","DOI":"10.1145\/1577129.1577137"},{"key":"S0218126616500869BIB023","first-page":"23","volume":"1","author":"Wang S.","year":"2011","journal-title":"Sust. 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