{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T11:05:21Z","timestamp":1783681521729,"version":"3.55.0"},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642258206","type":"print"},{"value":"9783642258213","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-25821-3_9","type":"book-chapter","created":{"date-parts":[[2011,12,5]],"date-time":"2011-12-05T06:09:36Z","timestamp":1323065376000},"page":"165-186","source":"Crossref","is-referenced-by-count":78,"title":["Resource Provisioning Framework for MapReduce Jobs with Performance Goals"],"prefix":"10.1007","author":[{"given":"Abhishek","family":"Verma","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ludmila","family":"Cherkasova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roy H.","family":"Campbell","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"issue":"1","key":"9_CR1","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J. Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: Simplified data processing on large clusters. Communications of the ACM\u00a051(1), 107\u2013113 (2008)","journal-title":"Communications of the ACM"},{"key":"9_CR2","unstructured":"O\u2019Malley, O., Murthy, A.: Winning a 60 second dash with a yellow elephant (2009)"},{"key":"9_CR3","unstructured":"White, T.: Hadoop: The Definitive Guide, Page 6. Yahoo Press"},{"key":"9_CR4","doi-asserted-by":"crossref","first-page":"1563","DOI":"10.1002\/j.1538-7305.1966.tb01709.x","volume":"45","author":"R. Graham","year":"1966","unstructured":"Graham, R.: Bounds for certain multiprocessing anomalies. Bell System Tech. Journal\u00a045, 1563\u20131581 (1966)","journal-title":"Bell System Tech. Journal"},{"key":"9_CR5","unstructured":"Ko, S., Hoque, I., Cho, B., Indranil Gupta, I.: On Availability of Intermediate Data in Cloud Computations. In: Proceedings of HotOS 2009 (2009)"},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Kwak, H., Lee, C., Park, H., Moon, S.: What is Twitter, a social network or a news media?. In: Proc. of Intl. Conference on World Wide Web, pp. 591\u2013600. ACM (2010)","DOI":"10.1145\/1772690.1772751"},{"key":"9_CR7","unstructured":"Apache, Capacity Scheduler Guide (2010), http:\/\/hadoop.apache.org\/common\/docs\/r0.20.1\/capacity_scheduler.html"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Zaharia, M., Borthakur, D., Sen Sarma, J., Elmeleegy, K., Shenker, S., Stoica, I.: Delay scheduling: A simple technique for achieving locality and fairness in cluster scheduling. In: Proc. of EuroSys, pp. 265\u2013278. ACM (2010)","DOI":"10.1145\/1755913.1755940"},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Isard, M., Prabhakaran, V., Currey, J., Wieder, U., Talwar, K., Goldberg, A.: Quincy: fair scheduling for distributed computing clusters. In: SOSP. ACM (2009)","DOI":"10.1145\/1629575.1629601"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Isard, M., Budiu, M., Yu, Y., Birrell, A., Fetterly, D.: Dryad: distributed data-parallel programs from sequential building blocks. ACM SIGOPS OS Review\u00a041(3) (2007)","DOI":"10.1145\/1272998.1273005"},{"key":"9_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1007\/978-3-642-16505-4_7","volume-title":"Job Scheduling Strategies for Parallel Processing","author":"T. Sandholm","year":"2010","unstructured":"Sandholm, T., Lai, K.: Dynamic Proportional Share Scheduling in Hadoop. In: Frachtenberg, E., Schwiegelshohn, U. (eds.) JSSPP 2010. LNCS, vol.\u00a06253, pp. 110\u2013131. Springer, Heidelberg (2010)"},{"key":"9_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-16955-7_1","volume-title":"Middleware 2010","author":"J. Wolf","year":"2010","unstructured":"Wolf, J., Rajan, D., Hildrum, K., Khandekar, R., Kumar, V., Parekh, S., Wu, K.-L., Balmin, A.: FLEX: A Slot Allocation Scheduling Optimizer for MapReduce Workloads. In: Gupta, I., Mascolo, C. (eds.) Middleware 2010. LNCS, vol.\u00a06452, pp. 1\u201320. Springer, Heidelberg (2010)"},{"key":"9_CR13","doi-asserted-by":"crossref","unstructured":"Polo, J., Carrera, D., Becerra, Y., Torres, J., Ayguad\u00e9, E., Steinder, M., Whalley, I.: Performance-driven task co-scheduling for mapreduce environments. In: 12th IEEE\/IFIP Network Operations and Management Symposium (2010)","DOI":"10.1109\/NOMS.2010.5488494"},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Ganapathi, A., Chen, Y., Fox, A., Katz, R., Patterson, D.: Statistics-driven workload modeling for the cloud. In: Proceedings of SMDB (2010)","DOI":"10.1109\/ICDEW.2010.5452742"},{"key":"9_CR15","doi-asserted-by":"crossref","unstructured":"Morton, K., Balazinska, M., Grossman, D.: ParaTimer: a progress indicator for MapReduce DAGs. In: Proceedings of SIGMOD, pp. 507\u2013518. ACM (2010)","DOI":"10.1145\/1807167.1807223"},{"key":"9_CR16","doi-asserted-by":"crossref","unstructured":"Olston, C., Reed, B., Srivastava, U., Kumar, R., Tomkins, A.: Pig latin: a not-so-foreign language for data processing. In: Proceedings of SIGMOD, pp. 1099\u20131110. ACM (2008)","DOI":"10.1145\/1376616.1376726"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Morton, K., Friesen, A., Balazinska, M., Grossman, D.: Estimating the progress of MapReduce pipelines. In: Proceedings of ICDE, pp. 681\u2013684. IEEE (2010)","DOI":"10.1109\/ICDE.2010.5447919"},{"key":"9_CR18","unstructured":"Phan, L., Zhang, Z., Loo, B., Lee, I.: Real-time MapReduce Scheduling. In: Technical Report No. MS-CIS-10-32, University of Pennsylvania (2010)"},{"key":"9_CR19","unstructured":"Zaharia, M., Konwinski, A., Joseph, A., Katz, R., Stoica, I.: Improving mapreduce performance in heterogeneous environments. In: OSDI (2008)"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Verma, A., Cherkasova, L., Campbell, R.: ARIA: Automatic Resource Inference and Allocation for MapReduce Environments. In: Proc. of ICAC (2011)","DOI":"10.1145\/1998582.1998637"},{"key":"9_CR21","unstructured":"Verma, A., Cherkasova, L., Campbell, R.: SLO-Driven Right-Sizing and Resource Provisioning of MapReduce Jobs. In: Proc. of Workshop on Large Scale Distributed Systems and Middleware, LADIS (2011)"},{"key":"9_CR22","unstructured":"Tan, J., Pan, X., Kavulya, S., Marinelli, E., Gandhi, R., Narasimhan, P.: Kahuna: Problem Diagnosis for MapReduce-based Cloud Computing Environments. In: NOMS (2010)"},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Tan, J., Kavulya, S., Gandhi, R., Narasimhan, P.: Visual, Log-Based Causal Tracing for Performance Debugging of MapReduce Systems. In: ICDCS, pp. 795\u2013806. IEEE (2010)","DOI":"10.1109\/ICDCS.2010.63"},{"key":"9_CR24","unstructured":"Ananthanarayanan, G., Kandula, S., Greenberg, A., Stoica, I., Lu, Y., Saha, B., Harris, E.: Reining in the Outliers in Map-Reduce Clusters using Mantri. In: OSDI (2010)"},{"key":"9_CR25","unstructured":"Intel, Optimizing Hadoop* Deployments, (2010), http:\/\/communities.intel.com\/docs\/DOC-4218"},{"key":"9_CR26","unstructured":"Kambatla, K., Pathak, A., Pucha, H.: Towards optimizing hadoop provisioning in the cloud. In: Proc. of the First Workshop on Hot Topics in Cloud Computing (2009)"}],"container-title":["Lecture Notes in Computer Science","Middleware 2011"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-25821-3_9.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:58:35Z","timestamp":1606186715000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25821-3_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642258206","9783642258213"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25821-3_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}