{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T17:15:26Z","timestamp":1772039726726,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,8,21]],"date-time":"2011-08-21T00:00:00Z","timestamp":1313884800000},"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":[[2011,8,21]]},"DOI":"10.1145\/2020408.2020611","type":"proceedings-article","created":{"date-parts":[[2011,8,31]],"date-time":"2011-08-31T15:22:45Z","timestamp":1314804165000},"page":"1370-1378","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":73,"title":["ThermoCast"],"prefix":"10.1145","author":[{"given":"Lei","family":"Li","sequence":"first","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, PA, USA"}]},{"given":"Chieh-Jan Mike","family":"Liang","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}]},{"given":"Jie","family":"Liu","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Suman","family":"Nath","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Andreas","family":"Terzis","sequence":"additional","affiliation":[{"name":"Johns Hopkins University, Baltimore, MD, USA"}]},{"given":"Christos","family":"Faloutsos","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, PA, USA"}]}],"member":"320","published-online":{"date-parts":[[2011,8,21]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"USENIX Annual Technical Conference","author":"Bash C.","year":"2007","unstructured":"C. Bash and G. Forman . Cool job allocation: measuring the power savings of placing jobs at cooling-efficient locations in the data center . In USENIX Annual Technical Conference , 2007 . C. Bash and G. Forman. Cool job allocation: measuring the power savings of placing jobs at cooling-efficient locations in the data center. In USENIX Annual Technical Conference, 2007."},{"key":"e_1_3_2_1_2_1","unstructured":"G. E.\n      Box G. M.\n      Jenkins and \n      G. C.\n      Reinsel\n  . \n  Time Series Analysis: Forecasting and Control\n  . \n  Prentice Hall Englewood Cliffs NJ 3\n  rd edition 1994\n  .  G. E. Box G. M. Jenkins and G. C. Reinsel. Time Series Analysis: Forecasting and Control. Prentice Hall Englewood Cliffs NJ 3rd edition 1994."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"P. J.\n      Brockwell\n     and \n      R. A.\n      Davis\n  . \n  Time Series: Theory and Methods\n  . \n  Springer Verlag New York 1987\n  .   P. J. Brockwell and R. A. Davis. Time Series: Theory and Methods. Springer Verlag New York 1987.","DOI":"10.1007\/978-1-4899-0004-3"},{"key":"e_1_3_2_1_4_1","volume-title":"NSDI","author":"Chen G.","year":"2008","unstructured":"G. Chen , W. He , J. Liu , S. Nath , L. Rigas , L. Xiao , and F. Zhao . Energy-aware server provisioning and load dispatching for connection-intensive internet services . In NSDI , 2008 . G. Chen, W. He, J. Liu, S. Nath, L. Rigas, L. Xiao, and F. Zhao. Energy-aware server provisioning and load dispatching for connection-intensive internet services. In NSDI, 2008."},{"key":"e_1_3_2_1_5_1","volume-title":"Introduction to Aerodynamics","author":"Craig G.","year":"2003","unstructured":"G. Craig . Introduction to Aerodynamics , volume 1 . Regenerative Press , Anderson, IN , 1 st edition, 2003 . G. Craig. Introduction to Aerodynamics, volume 1. Regenerative Press, Anderson, IN, 1st edition, 2003.","edition":"1"},{"key":"e_1_3_2_1_6_1","unstructured":"E. Elektronik. EE575 Series - HVAC Miniature Air Velocity Transmitter. Available at http:\/\/www.epluse.com\/uploads\/tx_EplusEprDownloads\/datasheet_EE575_e_02.pdf.  E. Elektronik. EE575 Series - HVAC Miniature Air Velocity Transmitter. Available at http:\/\/www.epluse.com\/uploads\/tx_EplusEprDownloads\/datasheet_EE575_e_02.pdf."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/191839.191925"},{"key":"e_1_3_2_1_8_1","volume-title":"OSDI","author":"Grunwald D.","year":"2000","unstructured":"D. Grunwald , C. B. Morrey , III, P. Levis , M. Neufeld , and K. I. Farkas . Policies for dynamic clock scheduling . In OSDI , 2000 . D. Grunwald, C. B. Morrey, III, P. Levis, M. Neufeld, and K. I. Farkas. Policies for dynamic clock scheduling. In OSDI, 2000."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1168857.1168872"},{"key":"e_1_3_2_1_10_1","volume-title":"NSDI","author":"Heller B.","year":"2010","unstructured":"B. Heller , S. Seetharaman , P. Mahadevan , Y. Yiakoumis , P. Sharma , S. Banerjee , and N. McKeown . Elastictree: Saving energy in data center networks . In NSDI , 2010 . B. Heller, S. Seetharaman, P. Mahadevan, Y. Yiakoumis, P. Sharma, S. Banerjee, and N. McKeown. Elastictree: Saving energy in data center networks. In NSDI, 2010."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066189"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/375663.375680"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497422"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557078"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1920893"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1644038.1644041"},{"key":"e_1_3_2_1_17_1","volume-title":"Liebert Deluxe System\/3 - Chilled Water - System Design Manual.","year":"2007","unstructured":"Liebert. Liebert Deluxe System\/3 - Chilled Water - System Design Manual. Available at http:\/\/shared.liebert.com\/SharedDocuments\/Manuals\/sl_18110826.pdf, 2007 . Liebert. Liebert Deluxe System\/3 - Chilled Water - System Design Manual. Available at http:\/\/shared.liebert.com\/SharedDocuments\/Manuals\/sl_18110826.pdf, 2007."},{"key":"e_1_3_2_1_18_1","volume-title":"Liebert Deluxe System\/3 Precision Cooling System.","year":"2007","unstructured":"Liebert. Liebert Deluxe System\/3 Precision Cooling System. Available at http:\/\/www.liebert.com\/product_pages\/ProductDocumentation.aspx?id=13&hz=60, 2007 . Liebert. Liebert Deluxe System\/3 Precision Cooling System. Available at http:\/\/www.liebert.com\/product_pages\/ProductDocumentation.aspx?id=13&hz=60, 2007."},{"key":"e_1_3_2_1_19_1","volume-title":"Technical Note: Using EC Plug Fans to Improve Energy Efficiency of Chilled Water Cooling Systems in Large Data Centers.","year":"2008","unstructured":"Liebert. Technical Note: Using EC Plug Fans to Improve Energy Efficiency of Chilled Water Cooling Systems in Large Data Centers. Available at http:\/\/shared.liebert.com\/SharedDocuments\/White%20Papers\/PlugFan_Low060608.pdf, 2008 . Liebert. Technical Note: Using EC Plug Fans to Improve Energy Efficiency of Chilled Water Cooling Systems in Large Data Centers. Available at http:\/\/shared.liebert.com\/SharedDocuments\/White%20Papers\/PlugFan_Low060608.pdf, 2008."},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 5th Workshop on Embedded Networked Sensors (HotEmNets)","author":"Liu J.","year":"2008","unstructured":"J. Liu , B. Priyantha , F. Zhao , C.-J. M. Liang , Q. Wang , and S. James . Towards discovering data center genome using sensor net . In Proceedings of the 5th Workshop on Embedded Networked Sensors (HotEmNets) , 2008 . J. Liu, B. Priyantha, F. Zhao, C.-J. M. Liang, Q. Wang, and S. James. Towards discovering data center genome using sensor net. In Proceedings of the 5th Workshop on Embedded Networked Sensors (HotEmNets), 2008."},{"key":"e_1_3_2_1_21_1","volume-title":"USENIX Annual Technical Conference","author":"Moore J.","year":"2005","unstructured":"J. Moore , J. Chase , P. Ranganathan , and R. Sharma . Making scheduling \"cool\": temperature-aware workload placement in data centers . In USENIX Annual Technical Conference , 2005 . J. Moore, J. Chase, P. Ranganathan, and R. Sharma. Making scheduling \"cool\": temperature-aware workload placement in data centers. In USENIX Annual Technical Conference, 2005."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICAC.2006.1662394"},{"key":"e_1_3_2_1_23_1","volume-title":"Guidelines for assessing power and cooling requirements in the data center.","author":"Moss D.","year":"2005","unstructured":"D. Moss . Guidelines for assessing power and cooling requirements in the data center. Available at http:\/\/www.dell.com\/downloads\/global\/power\/ps3q05--20050115-Moss.pdf, 2005 . D. Moss. Guidelines for assessing power and cooling requirements in the data center. Available at http:\/\/www.dell.com\/downloads\/global\/power\/ps3q05--20050115-Moss.pdf, 2005."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2009.06.008"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1115\/IPACK2003-35059"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1115\/IMECE2003-41443"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557159"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2008.4658632"},{"key":"e_1_3_2_1_29_1","unstructured":"Sensirion. \n      Datasheet SHT1x (SHT10 SHT11 SHT15) - Humidity\n       and \n      Temperature Sensor\n    .\n   Available at http:\/\/www.sensirion.com\/en\/pdf\/product_information\/Datasheet-humidity-sensor-SHT1x.pdf 2010\n  .  Sensirion. Datasheet SHT1x (SHT10 SHT11 SHT15) - Humidity and Temperature Sensor. Available at http:\/\/www.sensirion.com\/en\/pdf\/product_information\/Datasheet-humidity-sensor-SHT1x.pdf 2010."},{"key":"e_1_3_2_1_30_1","volume-title":"Evaluating microsoft hyper-v live migration performance using ibm system x3650 m3 and ibm system storage ds3400. Available at ftp:\/\/public.dhe.ibm.com\/common\/ssi\/ecm\/en\/xsw03091usen\/XSW03091USEN.PD","author":"Swalin K. R.","year":"2010","unstructured":"K. R. Swalin . Evaluating microsoft hyper-v live migration performance using ibm system x3650 m3 and ibm system storage ds3400. Available at ftp:\/\/public.dhe.ibm.com\/common\/ssi\/ecm\/en\/xsw03091usen\/XSW03091USEN.PD , 2010 . K. R. Swalin. Evaluating microsoft hyper-v live migration performance using ibm system x3650 m3 and ibm system storage ds3400. Available at ftp:\/\/public.dhe.ibm.com\/common\/ssi\/ecm\/en\/xsw03091usen\/XSW03091USEN.PD, 2010."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2008.111"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1007568.1007637"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1408654.1408659"}],"event":{"name":"KDD '11: The 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"San Diego California USA","acronym":"KDD '11","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020611","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2020408.2020611","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:48:21Z","timestamp":1750240101000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2020408.2020611"}},"subtitle":["a cyber-physical forecasting model for datacenters"],"short-title":[],"issued":{"date-parts":[[2011,8,21]]},"references-count":33,"alternative-id":["10.1145\/2020408.2020611","10.1145\/2020408"],"URL":"https:\/\/doi.org\/10.1145\/2020408.2020611","relation":{},"subject":[],"published":{"date-parts":[[2011,8,21]]},"assertion":[{"value":"2011-08-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}