{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,16]],"date-time":"2026-09-16T03:45:22Z","timestamp":1789530322906,"version":"build-2803163510"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,4,18]],"date-time":"2017-04-18T00:00:00Z","timestamp":1492473600000},"content-version":"vor","delay-in-days":365,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1229059"],"award-info":[{"award-number":["1229059"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,4,18]]},"DOI":"10.1145\/2901318.2901319","type":"proceedings-article","created":{"date-parts":[[2016,4,12]],"date-time":"2016-04-12T08:23:12Z","timestamp":1460449392000},"page":"1-15","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":61,"title":["Flint"],"prefix":"10.1145","author":[{"given":"Prateek","family":"Sharma","sequence":"first","affiliation":[{"name":"University of Massachusetts Amherst"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tian","family":"Guo","sequence":"additional","affiliation":[{"name":"University of Massachusetts Amherst"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"He","sequence":"additional","affiliation":[{"name":"University of Massachusetts Amherst"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Irwin","sequence":"additional","affiliation":[{"name":"University of Massachusetts Amherst"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prashant","family":"Shenoy","sequence":"additional","affiliation":[{"name":"University of Massachusetts Amherst"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2016,4,18]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"May 1st","year":"2014","unstructured":"PiCloud. http:\/\/www.multyvac.com, May 1st 2014."},{"key":"e_1_3_2_1_2_1","volume-title":"June","author":"Map Amazon Elastic","year":"2015","unstructured":"Amazon Elastic Map Reduce for Spark. https:\/\/aws.amazon.com\/elasticmapreduce\/details\/spark\/, June 2015."},{"key":"e_1_3_2_1_3_1","volume-title":"June","author":"Network Dataset Livejournal Social","year":"2015","unstructured":"Livejournal Social Network Dataset. https:\/\/snap.stanford.edu\/data\/soc-LiveJournal1.html, June 2015."},{"key":"e_1_3_2_1_4_1","volume-title":"June","author":"Transaction Processing Performance Council - Benchmark H.","year":"2015","unstructured":"Transaction Processing Performance Council - Benchmark H. http:\/\/www.tpc.org\/tpch\/, June 2015."},{"key":"e_1_3_2_1_5_1","volume-title":"March","author":"Recovery Hadoop","year":"2016","unstructured":"Hadoop Recovery. https:\/\/twiki.grid.iu.edu\/bin\/view\/Storage\/HadoopRecovery, March 2016."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824080"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2742797"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2011.48"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2015.7129538"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/214451.214456"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/1863103.1863110"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2004.11.016"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/1251254.1251264"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2287076.2287108"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2405186.2405191"},{"key":"e_1_3_2_1_16_1","volume-title":"ICAC","author":"Jain N.","year":"2014","unstructured":"N. Jain, I. Menache, and O. Shamir. On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud. In ICAC, June 2014."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/UCC.2011.37"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40047-6_29"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/2170444.2170450"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2000064.2000103"},{"key":"e_1_3_2_1_21_1","volume-title":"MLlib: Machine Learning in Apache Spark. arXiv preprint arXiv:1505.06807","author":"Meng X.","year":"2015","unstructured":"X. Meng, J. Bradley, B. Yavuz, E. Sparks, S. Venkataraman, D. Liu, J. Freeman, D. Tsai, M. Amde, S. Owen, et al. MLlib: Machine Learning in Apache Spark. arXiv preprint arXiv:1505.06807, 2015."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522738"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806777.2806934"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2749437"},{"key":"e_1_3_2_1_25_1","unstructured":"P. Sharma D. Irwin and P. Shenoy. How Not to Bid the Cloud. University of Massachusetts Technical Report UMCS-2016-002 2016."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741953"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"e_1_3_2_1_28_1","volume-title":"Here Today","author":"Singh R.","year":"2014","unstructured":"R. Singh, P. Sharma, D. Irwin, P. Shenoy, and K. Ramakrishnan. Here Today, Gone Tomorrow: Exploiting Transient Servers in Data Centers. IEEE Internet Computing, 18(4), July\/August 2014."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195567"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806777.2806851"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.134"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2012.106"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2011.38"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484425.2484427"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2010.35"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.5555\/2228298.2228301"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522737"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2011.49"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/1972422.1972424"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787473"}],"event":{"name":"EuroSys '16: Eleventh EuroSys Conference 2016","location":"London United Kingdom","acronym":"EuroSys '16"},"container-title":["Proceedings of the Eleventh European Conference on Computer Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2901318.2901319","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2901318.2901319","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2901318.2901319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T09:38:15Z","timestamp":1763458695000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2901318.2901319"}},"subtitle":["batch-interactive data-intensive processing on transient servers"],"short-title":[],"issued":{"date-parts":[[2016,4,18]]},"references-count":40,"alternative-id":["10.1145\/2901318.2901319","10.1145\/2901318"],"URL":"https:\/\/doi.org\/10.1145\/2901318.2901319","relation":{},"subject":[],"published":{"date-parts":[[2016,4,18]]},"assertion":[{"value":"2016-04-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}