{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:24:19Z","timestamp":1740108259275,"version":"3.37.3"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Computing"],"published-print":{"date-parts":[[2023,5]]},"DOI":"10.1007\/s00607-022-01066-5","type":"journal-article","created":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T11:02:58Z","timestamp":1647342178000},"page":"935-953","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Predicting physical computer systems performance and power from simulation systems using machine learning model"],"prefix":"10.1007","volume":"105","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1484-041X","authenticated-orcid":false,"given":"Amit","family":"Mankodi","sequence":"first","affiliation":[]},{"given":"Amit","family":"Bhatt","sequence":"additional","affiliation":[]},{"given":"Bhaskar","family":"Chaudhury","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,3,15]]},"reference":[{"key":"1066_CR1","doi-asserted-by":"publisher","unstructured":"Sifakis J (2011) A vision for computer science-the system perspective. https:\/\/doi.org\/10.2478\/s13537-011-0008-y. http:\/\/www.mathworks.com\/products\/simulink\/. Accessed 23 Aug 2020","DOI":"10.2478\/s13537-011-0008-y"},{"issue":"4","key":"1066_CR2","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1145\/1721654.1721673","volume":"53","author":"P Ranganathan","year":"2010","unstructured":"Ranganathan P (2010) Recipe for efficiency: principles of power-aware computing. Commun ACM 53(4):60. https:\/\/doi.org\/10.1145\/1721654.1721673","journal-title":"Commun ACM"},{"key":"1066_CR3","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1016\/j.future.2018.10.027","volume":"93","author":"M Aldossary","year":"2019","unstructured":"Aldossary M, Djemame K, Alzamil I, Kostopoulos A, Dimakis A, Agiatzidou E (2019) Energy-aware cost prediction and pricing of virtual machines in cloud computing environments. Future Gener Comput Syst 93:442. https:\/\/doi.org\/10.1016\/j.future.2018.10.027","journal-title":"Future Gener Comput Syst"},{"issue":"2","key":"1066_CR4","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1109\/TC.2015.2419655","volume":"65","author":"J Ma","year":"2016","unstructured":"Ma J, Yan G, Han Y, Li X (2016) An analytical framework for estimating scale-out and scale-up power efficiency of heterogeneous Manycores. IEEE Trans Comput 65(2):367. https:\/\/doi.org\/10.1109\/TC.2015.2419655","journal-title":"IEEE Trans Comput"},{"issue":"2","key":"1066_CR5","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/JSYST.2015.2499307","volume":"11","author":"Z Lai","year":"2017","unstructured":"Lai Z, Lam KT, Wang CL, Su J (2017) PoweRock: power modeling and flexible dynamic power management for many-core architectures. IEEE Syst J 11(2):600. https:\/\/doi.org\/10.1109\/JSYST.2015.2499307","journal-title":"IEEE Syst J"},{"key":"1066_CR6","unstructured":"Sirbu A, Babaoglu O (2016) In: Proceedings of the 2016 international conference on high performance computing and simulation (HPCS 2016), Innsbruck, Austria (2016)"},{"key":"1066_CR7","doi-asserted-by":"publisher","unstructured":"Ardalani N, Lestourgeon C, Sankaralingam K, Zhu X (2015) In: Proceedings of the annual international symposium on microarchitecture, MICRO. IEEE Computer Society, pp 725\u2013737. https:\/\/doi.org\/10.1145\/2830772.2830780","DOI":"10.1145\/2830772.2830780"},{"key":"1066_CR8","doi-asserted-by":"publisher","unstructured":"Malakar P, Balaprakash P, Vishwanath V, Morozov V, Kumaran K (2019) In: Proceedings of PMBS 2018: performance modeling, benchmarking and simulation of high performance computer systems, held in conjunction with SC 2018: the international conference for high performance computing, networking, storage and analysis. Institute of Electrical and Electronics Engineers Inc., pp 33\u201344. https:\/\/doi.org\/10.1109\/PMBS.2018.8641686","DOI":"10.1109\/PMBS.2018.8641686"},{"issue":"6","key":"1066_CR9","doi-asserted-by":"publisher","first-page":"1488","DOI":"10.1007\/s10766-017-0487-0","volume":"45","author":"X Zheng","year":"2017","unstructured":"Zheng X, John LK, Gerstlauer A (2017) LACross: learning-based analytical cross-platform performance and power prediction. Int J Parallel Program 45(6):1488. https:\/\/doi.org\/10.1007\/s10766-017-0487-0","journal-title":"Int J Parallel Program"},{"key":"1066_CR10","unstructured":"Kim Y, Mercati P, More A, Shriver E, Rosin T In: 2017 IEEE\/ACM international conference on computer-aided design (ICCAD) digest of technical papers November 13\u201316, 2017, Irvine Marriot, Irvine CA"},{"key":"1066_CR11","unstructured":"Xu D, Shi Y, Tsang IW, Ong YS, Gong C, Shen X (2019). http:\/\/arxiv.org\/abs\/1901.00248"},{"key":"1066_CR12","doi-asserted-by":"publisher","unstructured":"Binkert N, Beckmann B, Black G, Reinhardt SK, Saidi A, Basu A, Hestness J, Hower DR, Krishna T, Sardashti S, Sen R, Sewell K, Shoaib M, Vaish N, Hill MD, Wood DA, The gem5 simulator. ACM SIGARCH Comput Archit News 39(2)1 (2011). https:\/\/dl.acm.org. https:\/\/doi.org\/10.1145\/2024716.2024718. Accessed 4 May 2020","DOI":"10.1145\/2024716.2024718"},{"key":"1066_CR13","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1016\/j.jpdc.2019.06.013","volume":"133","author":"J Cano-Cano","year":"2019","unstructured":"Cano-Cano J, And\u00fajar FJ, Alfaro FJ, S\u00e1nchez JL (2019) Speeding up exascale interconnection network simulations with the VEF3 trace framework. J Parallel Distrib Comput 133:124. https:\/\/doi.org\/10.1016\/j.jpdc.2019.06.013","journal-title":"J Parallel Distrib Comput"},{"key":"1066_CR14","doi-asserted-by":"publisher","unstructured":"Greathouse JL, Loh GH (2018) In: IEEE\/ACM international conference on computer-aided design, digest of technical papers, ICCAD. Institute of Electrical and Electronics Engineers Inc. https:\/\/doi.org\/10.1145\/3240765.3243484","DOI":"10.1145\/3240765.3243484"},{"key":"1066_CR15","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.simpat.2016.06.006","volume":"67","author":"L Yang","year":"2016","unstructured":"Yang L, Wang L, Zhang X, Wang DL (2016) An approach to build cycle accurate full system VLIW simulation platform. Simul Model Pract Theory 67:14. https:\/\/doi.org\/10.1016\/j.simpat.2016.06.006","journal-title":"Simul Model Pract Theory"},{"issue":"1","key":"1066_CR16","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/S11265-020-01544-Z\/TABLES\/7","volume":"93","author":"YH Yassin","year":"2021","unstructured":"Yassin YH, Jahre M, Kjeldsberg PG, Aunet S, Catthoor F (2021) Fast and Accurate Edge Computing Energy Modeling and DVFS Implementation in GEM5 Using System Call Emulation Mod. J Signal Process Syst 93(1):33. https:\/\/doi.org\/10.1007\/S11265-020-01544-Z\/TABLES\/7","journal-title":"J Signal Process Syst"},{"key":"1066_CR17","doi-asserted-by":"publisher","DOI":"10.1016\/J.FUTURE.2021.12.009","author":"Q Zou","year":"2021","unstructured":"Zou Q, Zhu Y, Tan Y, Deng Y, Chen W (2021) Temporal characterization of memory access behaviors in SPEC CPU2017 workloads: Analysis and synthesis. Future Gener Comput Syst. https:\/\/doi.org\/10.1016\/J.FUTURE.2021.12.009","journal-title":"Future Gener Comput Syst"},{"key":"1066_CR18","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1016\/J.FUTURE.2020.06.035","volume":"112","author":"JM Cebrian","year":"2020","unstructured":"Cebrian JM, Barredo A, Caminal H, Moret\u00f3 M, Casas M, Valero M (2020) Semi-automatic validation of cycle-accurate simulation infrastructures: the case for gem5-x86. Future Gener Comput Syst 112:832. https:\/\/doi.org\/10.1016\/J.FUTURE.2020.06.035","journal-title":"Future Gener Comput Syst"},{"key":"1066_CR19","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1145\/2445572.2445577","volume":"10","author":"S Li","year":"2013","unstructured":"Li S, Ahn JH, Strong RD, Brockman JB, Tullsen DM, Jouppi NP (2013) The McPAT framework for multicore and manycore architectures simultaneously modeling power, area, and timing. Trans Archit Code Optim 10:11. https:\/\/doi.org\/10.1145\/2445572.2445577","journal-title":"Trans Archit Code Optim"},{"key":"1066_CR20","doi-asserted-by":"publisher","unstructured":"Butko A, Bruguier F, Gamati\u00e9 A, Sassatelli G, Novo D, Torres L, Robert M (2016) In: Proceedings - IEEE 10th international symposium on embedded multicore\/many-core systems-on-Chip, MCSoC 2016. Institute of Electrical and Electronics Engineers Inc., pp 201\u2013208. https:\/\/doi.org\/10.1109\/MCSoC.2016.20","DOI":"10.1109\/MCSoC.2016.20"},{"key":"1066_CR21","doi-asserted-by":"publisher","unstructured":"Mankodi A, Bhatt A, Chaudhury B, Kumar R, Amrutiya A. In: 2020 IEEE international conference on electronics, computing and communication technologies (CONECCT) (IEEE, 2020), pp 1\u20136. https:\/\/doi.org\/10.1109\/CONECCT50063.2020.9198512","DOI":"10.1109\/CONECCT50063.2020.9198512"},{"key":"1066_CR22","doi-asserted-by":"publisher","unstructured":"Breiman L, Friedman JH, Olshen RA, Stone CJ (2017). Classification and regression trees. https:\/\/doi.org\/10.1201\/9781315139470","DOI":"10.1201\/9781315139470"},{"issue":"10\u201312","key":"1066_CR23","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1016\/j.sysarc.2009.09.004","volume":"55","author":"B Li","year":"2009","unstructured":"Li B, Peng L, Ramadass B (2009) Accurate and efficient processor performance prediction via regression tree based modeling. J Syst Archit 55(10\u201312):457. https:\/\/doi.org\/10.1016\/j.sysarc.2009.09.004","journal-title":"J Syst Archit"},{"key":"1066_CR24","unstructured":"Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, Blondel M, Prettenhofer P, Weiss R, Dubourg V, Vanderplas J, Passos A, Cournapeau D, Brucher M, Perrot M, Duchesnay \u00c9, J Mach Learn Res 12, 2825 (2011). http:\/\/scikit-learn.sourceforge.net. Accessed 4 May 2020"},{"key":"1066_CR25","unstructured":"Venkata S, Ahn I, Jeon D, Gupta A, Louie C, Garcia S, Belongie S, Taylor M (2009) In: Proceedings of the 2009 IEEE international symposium on workload characterization, IISWC : October 4\u20136 2009, Austin, TX, USA, IEEE"},{"key":"1066_CR26","doi-asserted-by":"publisher","unstructured":"Guthaus MR, Ringenberg JS, Ernst D, Austin TM, Mudge T, Brown RB (2001) In: 2001 IEEE international workshop on workload characterization, WWC 2001. Institute of Electrical and Electronics Engineers Inc., pp. 3\u201314. https:\/\/doi.org\/10.1109\/WWC.2001.990739","DOI":"10.1109\/WWC.2001.990739"},{"issue":"6","key":"1066_CR27","doi-asserted-by":"publisher","first-page":"1211","DOI":"10.1109\/TCAD.2017.2698026","volume":"37","author":"Z Yu","year":"2018","unstructured":"Yu Z, Wang J, Eeckhout L, Xu C (2018) QIG: quantifying the importance and interaction of GPGPU architecture parameters. IEEE Trans Comput-Aided Des Integrated Circuits Syst 37(6):1211. https:\/\/doi.org\/10.1109\/TCAD.2017.2698026","journal-title":"IEEE Trans Comput-Aided Des Integrated Circuits Syst"},{"key":"1066_CR28","unstructured":"Wikipedia contributors. Pearson correlation coefficient\u2014Wikipedia, The free encyclopedia. https:\/\/en.wikipedia.org\/w\/index.php?title=Pearson_correlation_coefficient&oldid=922293481. Accessed 29 Nov 2019"},{"key":"1066_CR29","doi-asserted-by":"publisher","unstructured":"Mankodi A, Bhatt A, Chaudhury B (2020) In: 2020 19th international symposium on parallel and distributed computing (ISPDC). IEEE , pp. 150\u2013157. https:\/\/doi.org\/10.1109\/ISPDC51135.2020.00029. https:\/\/ieeexplore.ieee.org\/document\/9201765\/. Accessed 23 Sept 2020","DOI":"10.1109\/ISPDC51135.2020.00029"},{"key":"1066_CR30","doi-asserted-by":"crossref","unstructured":"Terpstra Dan H, Jagode YH, Jack D (2010) In: M\u00fcller MS, Resch MM, Alexander S, Nagel WE (eds) Tools for high performance computing 2009, Springer, Berlin, pp 157\u2013173","DOI":"10.1007\/978-3-642-11261-4_11"},{"key":"1066_CR31","unstructured":"Terpstra (2013) PAPITopics: accessing the intel RAPL registers. https:\/\/icl.cs.utk.edu\/projects\/papi\/wiki\/PAPITopics:RAPL_Access. Accessed 2 Mar 2020"}],"container-title":["Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-022-01066-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00607-022-01066-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-022-01066-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,24]],"date-time":"2023-04-24T15:06:53Z","timestamp":1682348813000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00607-022-01066-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,15]]},"references-count":31,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,5]]}},"alternative-id":["1066"],"URL":"https:\/\/doi.org\/10.1007\/s00607-022-01066-5","relation":{},"ISSN":["0010-485X","1436-5057"],"issn-type":[{"type":"print","value":"0010-485X"},{"type":"electronic","value":"1436-5057"}],"subject":[],"published":{"date-parts":[[2022,3,15]]},"assertion":[{"value":"26 April 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 February 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}