{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T01:08:25Z","timestamp":1780708105051,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T00:00:00Z","timestamp":1667779200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,11,7]]},"DOI":"10.1145\/3542929.3563476","type":"proceedings-article","created":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T20:19:18Z","timestamp":1667852358000},"page":"31-46","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Demeter"],"prefix":"10.1145","author":[{"given":"Wenda","family":"Tang","sequence":"first","affiliation":[{"name":"Engineering, Xi'an Jiaotong University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yutao","family":"Ke","sequence":"additional","affiliation":[{"name":"Huawei Cloud Computing Technologies Co., Ltd., Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Senbo","family":"Fu","sequence":"additional","affiliation":[{"name":"Huawei Cloud Computing Technologies Co., Ltd., Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongliang","family":"Jiang","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd., Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junjie","family":"Wu","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd., Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qian","family":"Peng","sequence":"additional","affiliation":[{"name":"Huawei Cloud Computing Technologies Co., Ltd., Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Gao","sequence":"additional","affiliation":[{"name":"Xi'an Jiaotong University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,11,7]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2021. Working Guidance for Carbon Dioxide Peaking and Carbon Neutrality in Full and Faithful Implementation of the New Development Philosophy. https:\/\/en.ndrc.gov.cn\/policies\/202110\/t20211024_1300725.html.  2021. Working Guidance for Carbon Dioxide Peaking and Carbon Neutrality in Full and Faithful Implementation of the New Development Philosophy. https:\/\/en.ndrc.gov.cn\/policies\/202110\/t20211024_1300725.html."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3419111.3421298"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2254756.2254766"},{"key":"e_1_3_2_1_4_1","volume-title":"Rain: A Workload Generation Toolkit for Cloud Computing Applications. Technical Report","author":"Beitch A.","year":"2010","unstructured":"A. Beitch , B. Liu , T. Yung , R. Griffith , A. Fox , D. A. Patterson , and A. Beitch . 2010 . Rain: A Workload Generation Toolkit for Cloud Computing Applications. Technical Report , University of California at Berkeley (2010) . A. Beitch, B. Liu, T. Yung, R. Griffith, A. Fox, D. A. Patterson, and A. Beitch. 2010. Rain: A Workload Generation Toolkit for Cloud Computing Applications. Technical Report, University of California at Berkeley (2010)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3297858.3304005"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2019.00032"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2934583.2934616"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132747.3132772"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1840845.1840883"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2150976.2150982"},{"key":"e_1_3_2_1_11_1","volume-title":"14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020","author":"Fried Joshua","year":"2020","unstructured":"Joshua Fried , Zhenyuan Ruan , Amy Ousterhout , and Adam Belay . 2020 . Caladan: Mitigating Interference at Microsecond Timescales . In 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020 , Virtual Event, November 4--6 , 2020. USENIX Association, 281--297. https:\/\/www.usenix.org\/conference\/osdi20\/presentation\/fried Joshua Fried, Zhenyuan Ruan, Amy Ousterhout, and Adam Belay. 2020. Caladan: Mitigating Interference at Microsecond Timescales. In 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4--6, 2020. USENIX Association, 281--297. https:\/\/www.usenix.org\/conference\/osdi20\/presentation\/fried"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2019.00036"},{"key":"e_1_3_2_1_13_1","volume-title":"More Hertz: Leveraging High-Frequency Cores in the OS Scheduler for Improved Application Performance. In 2020 USENIX Annual Technical Conference, USENIX ATC 2020","author":"Gouicem Redha","year":"2020","unstructured":"Redha Gouicem , Damien Carver , Jean-Pierre Lozi , Julien Sopena , Baptiste Lepers , Willy Zwaenepoel , Nicolas Palix , Julia Lawall , and Gilles Muller . 2020 . Fewer Cores , More Hertz: Leveraging High-Frequency Cores in the OS Scheduler for Improved Application Performance. In 2020 USENIX Annual Technical Conference, USENIX ATC 2020 , July 15 --17 , 2020. USENIX Association, 435--448. Redha Gouicem, Damien Carver, Jean-Pierre Lozi, Julien Sopena, Baptiste Lepers, Willy Zwaenepoel, Nicolas Palix, Julia Lawall, and Gilles Muller. 2020. Fewer Cores, More Hertz: Leveraging High-Frequency Cores in the OS Scheduler for Improved Application Performance. In 2020 USENIX Annual Technical Conference, USENIX ATC 2020, July 15--17, 2020. USENIX Association, 435--448."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2010.5452747"},{"key":"e_1_3_2_1_15_1","volume-title":"PerfIso: Performance Isolation for Commercial Latency-Sensitive Services. In 2018 USENIX Annual Technical Conference, USENIX ATC 2018","author":"Iorgulescu Calin","year":"2018","unstructured":"Calin Iorgulescu , Reza Azimi , Youngjin Kwon , Sameh Elnikety , Manoj Syamala , Vivek R. Narasayya , Herodotos Herodotou , Paulo Tomita , Alex Chen , Jack Zhang , and Junhua Wang . 2018 . PerfIso: Performance Isolation for Commercial Latency-Sensitive Services. In 2018 USENIX Annual Technical Conference, USENIX ATC 2018 , Boston, MA, USA, July 11--13 , 2018. USENIX Association, 519--532. https:\/\/www.usenix.org\/conference\/atc18\/presentation\/iorgulescu Calin Iorgulescu, Reza Azimi, Youngjin Kwon, Sameh Elnikety, Manoj Syamala, Vivek R. Narasayya, Herodotos Herodotou, Paulo Tomita, Alex Chen, Jack Zhang, and Junhua Wang. 2018. PerfIso: Performance Isolation for Commercial Latency-Sensitive Services. In 2018 USENIX Annual Technical Conference, USENIX ATC 2018, Boston, MA, USA, July 11--13, 2018. USENIX Association, 519--532. https:\/\/www.usenix.org\/conference\/atc18\/presentation\/iorgulescu"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357223.3362734"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3419111.3421274"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3196901"},{"key":"e_1_3_2_1_19_1","volume-title":"Prediction-Based Power Oversubscription in Cloud Platforms. In 2021 USENIX Annual Technical Conference, USENIX ATC 2021","author":"Kumbhare Alok Gautam","year":"2021","unstructured":"Alok Gautam Kumbhare , Reza Azimi , Ioannis Manousakis , Anand Bonde , Felipe Vieira Frujeri , Nithish Mahalingam , Pulkit A. Misra , Seyyed Ahmad Javadi , Bianca Schroeder , Marcus Fontoura , and Ricardo Bianchini . 2021 . Prediction-Based Power Oversubscription in Cloud Platforms. In 2021 USENIX Annual Technical Conference, USENIX ATC 2021 , July 14 --16 , 2021. USENIX Association, 473--487. Alok Gautam Kumbhare, Reza Azimi, Ioannis Manousakis, Anand Bonde, Felipe Vieira Frujeri, Nithish Mahalingam, Pulkit A. Misra, Seyyed Ahmad Javadi, Bianca Schroeder, Marcus Fontoura, and Ricardo Bianchini. 2021. Prediction-Based Power Oversubscription in Cloud Platforms. In 2021 USENIX Annual Technical Conference, USENIX ATC 2021, July 14--16, 2021. USENIX Association, 473--487."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3492321.3519585"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2670979.2670988"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10766-014-0334-5"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Jdc Little and S. C. Graves. 2008. Little's Law. Springer US (2008).  Jdc Little and S. C. Graves. 2008. Little's Law. Springer US (2008).","DOI":"10.1007\/978-0-387-73699-0_5"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2014.6853237"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2749469.2749475"},{"key":"e_1_3_2_1_26_1","unstructured":"Eric Masanet and Nuoa Lei. 2020. How Much Energy Do Data Centers Really Use? https:\/\/energyinnovation.org\/2020\/03\/17\/how-much-energy-do-data-centers-really-use\/.  Eric Masanet and Nuoa Lei. 2020. How Much Energy Do Data Centers Really Use? https:\/\/energyinnovation.org\/2020\/03\/17\/how-much-energy-do-data-centers-really-use\/."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2017.13"},{"key":"e_1_3_2_1_28_1","volume-title":"Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter Workloads. In 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI2019","author":"Ousterhout Amy","year":"2019","unstructured":"Amy Ousterhout , Joshua Fried , Jonathan Behrens , Adam Belay , and Hari Balakrishnan . 2019 . Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter Workloads. In 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI2019 , Boston, MA, February 26--28 , 2019. USENIX Association, 361--378. Amy Ousterhout, Joshua Fried, Jonathan Behrens, Adam Belay, and Hari Balakrishnan. 2019. Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter Workloads. In 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI2019, Boston, MA, February 26--28, 2019. USENIX Association, 361--378."},{"key":"e_1_3_2_1_29_1","volume-title":"Making Sense of Performance in Data Analytics Frameworks. In 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 15","author":"Ousterhout Kay","year":"2015","unstructured":"Kay Ousterhout , Ryan Rasti , Sylvia Ratnasamy , Scott Shenker , and Byung-Gon Chun . 2015 . Making Sense of Performance in Data Analytics Frameworks. In 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 15 , Oakland, CA, USA, May 4--6 , 2015. USENIX Association, 293--307. Kay Ousterhout, Ryan Rasti, Sylvia Ratnasamy, Scott Shenker, and Byung-Gon Chun. 2015. Making Sense of Performance in Data Analytics Frameworks. In 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 15, Oakland, CA, USA, May 4--6, 2015. USENIX Association, 293--307."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00025"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC-CSS-ICESS.2015.128"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1057\/jt.2009.5"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3373376.3378533"},{"key":"e_1_3_2_1_34_1","first-page":"6","article-title":"The environmental footprint of data centers in the United States","volume":"16","author":"Bakar Siddik Md Abu","year":"2021","unstructured":"Md Abu Bakar Siddik , Arman Shehabi , and Landon Marston . 2021 . The environmental footprint of data centers in the United States . Environmental Research Letters 16 , 6 (may 2021), 064017. Md Abu Bakar Siddik, Arman Shehabi, and Landon Marston. 2021. The environmental footprint of data centers in the United States. Environmental Research Letters 16, 6 (may 2021), 064017.","journal-title":"Environmental Research Letters"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCAA.2016.7813915"},{"key":"e_1_3_2_1_36_1","volume-title":"That Is the Question. In 2011 USENIX Annual Technical Conference","author":"Sueur Etienne Le","year":"2011","unstructured":"Etienne Le Sueur and Gernot Heiser . 2011 . Slow Down or Sleep , That Is the Question. In 2011 USENIX Annual Technical Conference , Portland, OR, USA, June 15--17 , 2011. USENIX Association. https:\/\/www.usenix.org\/conference\/usenixatc11\/slow-down-or-sleep-question Etienne Le Sueur and Gernot Heiser. 2011. Slow Down or Sleep, That Is the Question. In 2011 USENIX Annual Technical Conference, Portland, OR, USA, June 15--17, 2011. USENIX Association. https:\/\/www.usenix.org\/conference\/usenixatc11\/slow-down-or-sleep-question"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2378356.2378360"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741964"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2535372.2535392"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2013.17"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447786.3456225"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080224"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC50251.2020.00019"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2465351.2465388"},{"key":"e_1_3_2_1_45_1","volume-title":"LIBRA: Clearing the Cloud Through Dynamic Memory Bandwidth Management. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2021","author":"Zhang Ying","year":"2021","unstructured":"Ying Zhang , Jian Chen , Xiaowei Jiang , Qiang Liu , Ian M. Steiner , Andrew J. Herdrich , Kevin Shu , Ripan Das , Long Cui , and Litrin Jiang . 2021 . LIBRA: Clearing the Cloud Through Dynamic Memory Bandwidth Management. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2021 , Seoul, South Korea, February 27 - March 3, 2021. IEEE, 815--826. Ying Zhang, Jian Chen, Xiaowei Jiang, Qiang Liu, Ian M. Steiner, Andrew J. Herdrich, Kevin Shu, Ripan Das, Long Cui, and Litrin Jiang. 2021. LIBRA: Clearing the Cloud Through Dynamic Memory Bandwidth Management. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2021, Seoul, South Korea, February 27 - March 3, 2021. IEEE, 815--826."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3370748.3406573"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872362.2872394"}],"event":{"name":"SoCC '22: ACM Symposium on Cloud Computing","location":"San Francisco California","acronym":"SoCC '22","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the 13th Symposium on Cloud Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3542929.3563476","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3542929.3563476","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:31Z","timestamp":1750182571000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3542929.3563476"}},"subtitle":["QoS-aware CPU scheduling to reduce power consumption of multiple black-box workloads"],"short-title":[],"issued":{"date-parts":[[2022,11,7]]},"references-count":47,"alternative-id":["10.1145\/3542929.3563476","10.1145\/3542929"],"URL":"https:\/\/doi.org\/10.1145\/3542929.3563476","relation":{},"subject":[],"published":{"date-parts":[[2022,11,7]]},"assertion":[{"value":"2022-11-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}