{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T09:35:05Z","timestamp":1763458505523,"version":"3.45.0"},"publisher-location":"New York, NY, USA","reference-count":62,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,11,24]],"date-time":"2016-11-24T00:00:00Z","timestamp":1479945600000},"content-version":"vor","delay-in-days":366,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["FA95550-11-1-0137"],"award-info":[{"award-number":["FA95550-11-1-0137"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-0424422, CNS-1111698, CNS-1518779, CCF-1116298"],"award-info":[{"award-number":["CCF-0424422, CNS-1111698, CNS-1518779, CCF-1116298"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["FA8750-11-2-0256"],"award-info":[{"award-number":["FA8750-11-2-0256"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE-SC0006791"],"award-info":[{"award-number":["DE-SC0006791"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2015,11,24]]},"DOI":"10.1145\/2814576.2814730","type":"proceedings-article","created":{"date-parts":[[2015,11,30]],"date-time":"2015-11-30T14:03:51Z","timestamp":1448892231000},"page":"235-246","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":23,"title":["Configuring Distributed Computations Using Response Surfaces"],"prefix":"10.1145","author":[{"given":"Adem Efe","family":"Gencer","sequence":"first","affiliation":[{"name":"Computer Science Department, Cornell University"}]},{"given":"David","family":"Bindel","sequence":"additional","affiliation":[{"name":"Computer Science Department, Cornell University"}]},{"given":"Emin G\u00fcn","family":"Sirer","sequence":"additional","affiliation":[{"name":"Computer Science Department, Cornell University"}]},{"given":"Robbert","family":"van Renesse","sequence":"additional","affiliation":[{"name":"Computer Science Department, Cornell University"}]}],"member":"320","published-online":{"date-parts":[[2015,11,24]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Amazon EC2. http:\/\/aws.amazon.com\/ec2\/."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1966445.1966472"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.5555\/1924943.1924962"},{"key":"e_1_3_2_1_4_1","unstructured":"Apache Hadoop YARN. http:\/\/hadoop.apache.org\/docs\/r2.3.0\/."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807150"},{"key":"e_1_3_2_1_6_1","first-page":"876","volume-title":"International Conference on Acoustics, Speech, and Signal Processing","volume":"4","author":"Bach F. R.","year":"2003","unstructured":"Bach, F. R., and Jordan, M. I. Kernel independent component analysis. In International Conference on Acoustics, Speech, and Signal Processing (Hong Kong, 2003), vol. 4, IEEE, pp. 876--879."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/862270"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.talanta.2008.05.019"},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the USENIX Workshop on Hot Topics in Parallelism (HotPar: Posters)","author":"Bird S. L.","year":"2011","unstructured":"Bird, S. L., and Smith, B. J. Pacora: Performance aware convex optimization for resource allocation. In Proceedings of the USENIX Workshop on Hot Topics in Parallelism (HotPar: Posters) (Berkeley, CA, USA, 2011)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1951.tb00067.x"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.710"},{"key":"e_1_3_2_1_12_1","unstructured":"CFQ scheduler. https:\/\/www.kernel.org\/doc\/Documentation\/block\/cfq-iosched.txt."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1529282.1529511"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639562.1639581"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/1251254.1251264"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2451116.2451125"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2541940.2541941"},{"key":"e_1_3_2_1_18_1","unstructured":"Emulab: Network emulation testbed.https:\/\/www.emulab.net\/."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1855591.1855592"},{"key":"e_1_3_2_1_20_1","unstructured":"Hadoop capacity scheduler. https:\/\/hadoop.apache.org\/docs\/current\/hadoop-yarn\/hadoop-yarn-site\/CapacityScheduler.html."},{"key":"e_1_3_2_1_21_1","unstructured":"Hadoop TeraSort example. http:\/\/hadoop.apache.org\/docs\/current2\/api\/org\/apache\/hadoop\/examples\/terasort\/package-summary.html."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2010.5569086"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/106365601750190398"},{"key":"e_1_3_2_1_24_1","volume-title":"Hadoop performance models. Tech. rep","author":"Herodotou H.","year":"2011","unstructured":"Herodotou, H. Hadoop performance models. Tech. rep., Duke University, 2011."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.14778\/3402707.3402746"},{"key":"e_1_3_2_1_26_1","first-page":"261","volume-title":"Proceedings of the Conference on Innovative Data Systems Research","author":"Herodotou H.","year":"2011","unstructured":"Herodotou, H., Lim, H., Luo, G., Borisov, N., Dong, L., Cetin, F. B., and Babu, S. Starfish: A self-tuning system for big data analytics. In Proceedings of the Conference on Innovative Data Systems Research (Asilomar, CA, USA, 2011), pp. 261--272."},{"key":"e_1_3_2_1_27_1","unstructured":"HiBench benchmark suite. https:\/\/github.com\/intel-hadoop\/HiBench."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2010.5452747"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/11549468_24"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1272996.1273005"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2600212.2600229"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40047-6_42"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2011.05.007"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.5555\/1206386"},{"key":"e_1_3_2_1_35_1","unstructured":"Mumak: Map-Reduce simulator. https:\/\/issues.apache.org\/jira\/browse\/MAPREDUCE-728."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522738"},{"key":"e_1_3_2_1_37_1","volume-title":"Response Surface Methodology: Process and Product in Optimization Using Designed Experiments","author":"Myers R. H.","year":"2009","unstructured":"Myers, R. H., Montgomery, D. C., and Anderson-Cook, C. M. Response Surface Methodology: Process and Product in Optimization Using Designed Experiments, 3rd ed. John Wiley & Sons, Inc., New Jersey, USA, 2009.","edition":"3"},{"key":"e_1_3_2_1_38_1","volume-title":"A user friendly guide to multivariate calibration and classification. NIR publications","author":"Naes T.","year":"2002","unstructured":"Naes, T., Isaksson, T., Fearn, T., and Davies, T. A user friendly guide to multivariate calibration and classification. NIR publications, Chichester, UK, 2002."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/1198020"},{"key":"e_1_3_2_1_40_1","unstructured":"The network simulator - ns2. http:\/\/www.isi.edu\/nsnam\/ns\/."},{"key":"e_1_3_2_1_41_1","volume-title":"Design and analysis of experiments: Response Surface design","author":"Oehlert G. W.","year":"2000","unstructured":"Oehlert, G. W. Design and analysis of experiments: Response Surface design. W.H. Freeman and Company, 2000."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmatprotec.2005.04.096"},{"key":"e_1_3_2_1_43_1","unstructured":"Pfifo_fast queuing discipline. http:\/\/www.tldp.org\/HOWTO\/Traffic-Control-HOWTO\/classless-qdiscs.html#qs-pfifo_fast."},{"key":"e_1_3_2_1_44_1","unstructured":"Project Gutenberg. http:\/\/www.gutenberg.org\/."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ChinaGrid.2012.25"},{"key":"e_1_3_2_1_46_1","unstructured":"Rumen: a tool to extract job characterization data from job tracker logs. https:\/\/issues.apache.org\/jira\/browse\/MAPREDUCE-751."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2008.11"},{"key":"e_1_3_2_1_48_1","unstructured":"Simjava. http:\/\/www.dcs.ed.ac.uk\/home\/hase\/simjava\/."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993478.1993495"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/MUE.2011.56"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523633"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/1998582.1998637"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2011.36"},{"key":"e_1_3_2_1_54_1","first-page":"1","volume-title":"International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems","author":"Wang G.","year":"2009","unstructured":"Wang, G., Butt, A. R., Pandey, P., and Gupta, K. A simulation approach to evaluating design decisions in MapReduce setups. In International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (London, UK, 2009), IEEE\/ACM, pp. 1--11."},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/1552272.1552278"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.5555\/1060289.1060313"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.5555\/2285539"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988711"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/781027.781052"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.5555\/1855741.1855742"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/2592784.2592785"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2014.6838231"}],"event":{"name":"Middleware '15: 16th International Middleware Conference","sponsor":["ACM Association for Computing Machinery","USENIX Assoc USENIX Assoc","IFIP International Federation for Information Processing"],"location":"Vancouver BC Canada","acronym":"Middleware '15"},"container-title":["Proceedings of the 16th Annual Middleware Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2814576.2814730","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2814576.2814730","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2814576.2814730","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T09:27:35Z","timestamp":1763458055000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2814576.2814730"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,24]]},"references-count":62,"alternative-id":["10.1145\/2814576.2814730","10.1145\/2814576"],"URL":"https:\/\/doi.org\/10.1145\/2814576.2814730","relation":{},"subject":[],"published":{"date-parts":[[2015,11,24]]},"assertion":[{"value":"2015-11-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}