{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T12:43:32Z","timestamp":1742388212437},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642258206"},{"type":"electronic","value":"9783642258213"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-25821-3_10","type":"book-chapter","created":{"date-parts":[[2011,12,5]],"date-time":"2011-12-05T06:09:36Z","timestamp":1323065376000},"page":"187-207","source":"Crossref","is-referenced-by-count":63,"title":["Resource-Aware Adaptive Scheduling for MapReduce Clusters"],"prefix":"10.1007","author":[{"given":"Jord\u00e0","family":"Polo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claris","family":"Castillo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Carrera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yolanda","family":"Becerra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ian","family":"Whalley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Malgorzata","family":"Steinder","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jordi","family":"Torres","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduard","family":"Ayguad\u00e9","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"unstructured":"Adaptive Scheduler, https:\/\/issues.apache.org\/jira\/browse\/MAPREDUCE-1380","key":"10_CR1"},{"unstructured":"Dean, J., Ghemawat, S.: MapReduce: Simplified data processing on large clusters. In: OSDI 2004, San Francisco, CA, pp. 137\u2013150 (December 2004)","key":"10_CR2"},{"unstructured":"Hadoop MapReduce, http:\/\/hadoop.apache.org\/mapreduce\/","key":"10_CR3"},{"key":"10_CR4","doi-asserted-by":"publisher","first-page":"1013","DOI":"10.1145\/1807167.1807278","volume-title":"Proceedings of the 2010 International Conference on Management of Data, SIGMOD 2010","author":"A. Thusoo","year":"2010","unstructured":"Thusoo, A., Shao, Z., Anthony, S., Borthakur, D., Jain, N., Sen Sarma, J., Murthy, R., Liu, H.: Data warehousing and analytics infrastructure at facebook. In: Proceedings of the 2010 International Conference on Management of Data, SIGMOD 2010, pp. 1013\u20131020. ACM, New York (2010)"},{"key":"10_CR5","first-page":"1","volume-title":"OSDI 2010","author":"G. Ananthanarayanan","year":"2010","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, pp. 1\u201316. USENIX Asoc., Berkeley (2010)"},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1109\/NOMS.2010.5488494","volume-title":"Network Operations and Management Symposium, NOMS","author":"J. Polo","year":"2010","unstructured":"Polo, J., Carrera, D., Becerra, Y., Steinder, M., Whalley, I.: Performance-driven task co-scheduling for MapReduce environments. In: Network Operations and Management Symposium, NOMS, pp. 373\u2013380. IEEE, Osaka (2010)"},{"key":"10_CR7","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)"},{"doi-asserted-by":"crossref","unstructured":"Verma, A., Cherkasova, L., Campbell, R.H.: ARIA: Automatic Resource Inference and Allocation for MapReduce Environments. In: 8th IEEE International Conference on Autonomic Computing, Karlsruhe, Germany (June 2011)","key":"10_CR8","DOI":"10.1145\/1998582.1998637"},{"key":"10_CR9","first-page":"29","volume-title":"OSDI 2008","author":"M. Zaharia","year":"2008","unstructured":"Zaharia, M., Konwinski, A., Joseph, A.D., Katz, R., Stoica, I.: Improving mapreduce performance in heterogeneous environments. In: OSDI 2008, pp. 29\u201342. USENIX Association, Berkeley (2008)"},{"key":"10_CR10","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1145\/1242572.1242618","volume-title":"Procs. of the 16th Intl. Conference on World Wide Web","author":"C. Tang","year":"2007","unstructured":"Tang, C., Steinder, M., Spreitzer, M., Pacifici, G.: A scalable application placement controller for enterprise data centers. In: Procs. of the 16th Intl. Conference on World Wide Web, pp. 331\u2013340. ACM, NY (2007)"},{"doi-asserted-by":"crossref","unstructured":"Herodotou, H., Babu, S.: Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. In: VLDB (2010)","key":"10_CR11","DOI":"10.14778\/3402707.3402746"},{"doi-asserted-by":"crossref","unstructured":"Pacifici, G., Segmuller, W., Spreitzer, M., Tantawi, A.N.: Dynamic estimation of cpu demand of web traffic. In: Lenzini, L., Cruz, R.L. (eds.) VALUETOOLS. ACM International Conference Proceeding Series, vol.\u00a0180, p. 26. ACM (2006)","key":"10_CR12","DOI":"10.1145\/1190095.1190128"},{"key":"10_CR13","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1109\/ICAC.2006.1662383","volume-title":"Proceedings of the 2006 IEEE International Conference on Autonomic Computing","author":"G. Tesauro","year":"2006","unstructured":"Tesauro, G., Jong, N.K., Das, R., Bennani, M.N.: A hybrid reinforcement learning approach to autonomic resource allocation. In: Proceedings of the 2006 IEEE International Conference on Autonomic Computing, pp. 65\u201373. IEEE Computer Society, Washington, DC (2006)"},{"unstructured":"Yahoo! Inc. Capacity scheduler, http:\/\/developer.yahoo.com\/blogs\/hadoop\/posts\/2011\/02\/capacity-scheduler\/","key":"10_CR14"},{"doi-asserted-by":"crossref","unstructured":"Isard, M., Prabhakaran, V., Jon Currey, U.W., Talwar, K., Goldberg, A.: Quincy: fair scheduling for distributed computing clusters. In: SOSP 2009 (2009)","key":"10_CR15","DOI":"10.1145\/1629575.1629601"},{"key":"10_CR16","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1145\/1272996.1273005","volume-title":"Proceedings of the 2nd ACM SIGOPS\/EuroSys European Conference on Computer Systems, EuroSys 2007","author":"M. Isard","year":"2007","unstructured":"Isard, M., Budiu, M., Yu, Y., Birrell, A., Fetterly, D.: Dryad: distributed data-parallel programs from sequential building blocks. In: Proceedings of the 2nd ACM SIGOPS\/EuroSys European Conference on Computer Systems, EuroSys 2007, pp. 59\u201372. ACM, New York (2007)"},{"unstructured":"Dhok, J., Varma, V.: Using pattern classification for task assignment, http:\/\/researchweb.iiit.ac.in\/~jaideep\/jd-thesis.pdf","key":"10_CR17"},{"unstructured":"Murthy, A.: Next Generation Hadoop, http:\/\/developer.yahoo.com\/blogs\/hadoop\/posts\/2011\/03\/mapreduce-nextgen-scheduler\/","key":"10_CR18"}],"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_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T12:05:27Z","timestamp":1620043527000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25821-3_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642258206","9783642258213"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25821-3_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}