{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T19:48:32Z","timestamp":1729626512509,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,5]]},"DOI":"10.1109\/inm.2015.7140276","type":"proceedings-article","created":{"date-parts":[[2015,7,6]],"date-time":"2015-07-06T17:19:27Z","timestamp":1436203167000},"page":"53-61","source":"Crossref","is-referenced-by-count":12,"title":["QoS-aware bidding strategies for VM spot instances: A reinforcement learning approach applied to periodic long running jobs"],"prefix":"10.1109","author":[{"given":"Marco","family":"Abundo","sequence":"first","affiliation":[]},{"given":"Valerio","family":"Di Valerio","sequence":"additional","affiliation":[]},{"given":"Valeria","family":"Cardellini","sequence":"additional","affiliation":[]},{"given":"Francesco","family":"Lo Presti","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2013.15"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1099554.1099684"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2012.106"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2010.35"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.06.012"},{"article-title":"Amazon public cloud (EC2) spot price archive","year":"2015","author":"javadi","key":"ref15"},{"article-title":"EC2 on-demand vs reserved instance cost savings calculator","year":"2013","author":"khristo","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195567"},{"key":"ref18","first-page":"177","article-title":"On-demand, spot, or both: Dynamic resource allocation for executing batch jobs in the cloud","author":"menache","year":"2014","journal-title":"Proc of 11th Int'l Conf on Autonomic Computing ser ICAC'14"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1016\/j.procs.2014.05.047","article-title":"Fault-tolerant workflow scheduling using spot instances on clouds","volume":"29","author":"poola","year":"2014","journal-title":"Procedia Computer Science"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2011.44"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(94)00011-O"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/917923"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2013.102"},{"journal-title":"Reinforcement Learning An Introduction","year":"1998","author":"sutton","key":"ref5"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316887","author":"puterman","year":"1994","journal-title":"Markov Decision Processes Discrete Stochastic Dynamic Programming"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/NCCA.2014.15"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/NBiS.2010.32"},{"article-title":"Learning from delayed rewards","year":"1989","author":"watkins","key":"ref9"},{"journal-title":"Amazon","article-title":"AWS EC2 pricing","year":"2015","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.59"},{"key":"ref22","article-title":"On the computational economics of reinforcement learning","author":"barto","year":"1990","journal-title":"Proc of the 1990 Connectionist Models Summer School"},{"key":"ref21","article-title":"See spot run: Using spot instances for MapReduce work-flows","author":"chohan","year":"2010","journal-title":"2nd USENIX Conf on Hot Topics in Cloud Computing Ser HotCloud'10"},{"key":"ref24","article-title":"Input generalization in delayed reinforcement learning: An algorithm and performance comparisons","author":"chapman","year":"1991","journal-title":"Proc of Int'l Joint Conf on Artificial Intelligence ser IJCAI’ 91"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-141-3.50030-4"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992699"},{"key":"ref25","first-page":"768","article-title":"Automatic programming of behavior-based robots using reinforcement learning","volume":"2","author":"mahadevan","year":"1991","journal-title":"Proc Nat Conf Artif Intell"}],"event":{"name":"2015 IFIP\/IEEE International Symposium on Integrated Network Management (IM)","start":{"date-parts":[[2015,5,11]]},"location":"Ottawa, ON","end":{"date-parts":[[2015,5,15]]}},"container-title":["2015 IFIP\/IEEE International Symposium on Integrated Network Management (IM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7121095\/7140257\/07140276.pdf?arnumber=7140276","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,17]],"date-time":"2022-05-17T14:34:53Z","timestamp":1652798093000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7140276\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/inm.2015.7140276","relation":{},"subject":[],"published":{"date-parts":[[2015,5]]}}}