{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T03:38:34Z","timestamp":1772595514322,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,12,6]],"date-time":"2016-12-06T00:00:00Z","timestamp":1480982400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,12,6]]},"DOI":"10.1145\/3006299.3006313","type":"proceedings-article","created":{"date-parts":[[2016,12,1]],"date-time":"2016-12-01T19:23:23Z","timestamp":1480620203000},"page":"36-45","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Performance characterization of hadoop workloads on SR-IOV-enabled virtualized InfiniBand clusters"],"prefix":"10.1145","author":[{"given":"Shashank","family":"Gugnani","sequence":"first","affiliation":[{"name":"The Ohio State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoyi","family":"Lu","sequence":"additional","affiliation":[{"name":"The Ohio State University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dhabaleswar K.","family":"Panda","sequence":"additional","affiliation":[{"name":"The Ohio State University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2016,12,6]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Apache Hadoop. http:\/\/www.hadoop.apache.org.  Apache Hadoop. http:\/\/www.hadoop.apache.org."},{"key":"e_1_3_2_1_2_1","unstructured":"Chameleon. http:\/\/chameleoncloud.org\/.  Chameleon. http:\/\/chameleoncloud.org\/."},{"key":"e_1_3_2_1_3_1","unstructured":"Comparing Filesystem performance in Virtual Machines. http:\/\/mitchellh.com\/comparing-lesystem-performance-in-virtual-machines.  Comparing Filesystem performance in Virtual Machines. http:\/\/mitchellh.com\/comparing-lesystem-performance-in-virtual-machines."},{"key":"e_1_3_2_1_4_1","unstructured":"InfiniBand Trade Association. http:\/\/www.infinibandta.com.  InfiniBand Trade Association. http:\/\/www.infinibandta.com."},{"key":"e_1_3_2_1_5_1","unstructured":"PCI-SIG Single-Root I\/O Virtualization Specification. http:\/\/www.pcisig.com\/specifications\/iov\/.  PCI-SIG Single-Root I\/O Virtualization Specification. http:\/\/www.pcisig.com\/specifications\/iov\/."},{"key":"e_1_3_2_1_6_1","unstructured":"RDMA Hadoop. http:\/\/hibd.cse.ohio-state.edu\/overview\/.  RDMA Hadoop. http:\/\/hibd.cse.ohio-state.edu\/overview\/."},{"key":"e_1_3_2_1_7_1","unstructured":"RDMA-Hadoop Appliance. https:\/\/www.chameleoncloud.org\/appliances\/17\/.  RDMA-Hadoop Appliance. https:\/\/www.chameleoncloud.org\/appliances\/17\/."},{"key":"e_1_3_2_1_8_1","unstructured":"TOP500 Supercomputing Sites. http:\/\/www.top500.org\/.  TOP500 Supercomputing Sites. http:\/\/www.top500.org\/."},{"key":"e_1_3_2_1_9_1","volume-title":"Intel Virtualization Technology for Directed I\/O. Intel technology journal, 10(3)","author":"Abramson D.","year":"2006","unstructured":"D. Abramson , J. Jackson , S. Muthrasanallur , G. Neiger , G. Regnier , R. Sankaran , I. Schoinas , R. Uhlig , B. Vembu , and J. Wiegert . Intel Virtualization Technology for Directed I\/O. Intel technology journal, 10(3) , 2006 . D. Abramson, J. Jackson, S. Muthrasanallur, G. Neiger, G. Regnier, R. Sankaran, I. Schoinas, R. Uhlig, B. Vembu, and J. Wiegert. Intel Virtualization Technology for Directed I\/O. Intel technology journal, 10(3), 2006."},{"key":"e_1_3_2_1_10_1","volume-title":"PUMA: Purdue MapReduce Benchmarks Suite","author":"Ahmad F.","year":"2012","unstructured":"F. Ahmad , S. Lee , M. Thottethodi , and T. Vijaykumar . PUMA: Purdue MapReduce Benchmarks Suite . 2012 . F. Ahmad, S. Lee, M. Thottethodi, and T. Vijaykumar. PUMA: Purdue MapReduce Benchmarks Suite. 2012."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/VTDC.2006.3"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1165389.945462"},{"key":"e_1_3_2_1_13_1","volume-title":"VMware","author":"Buell J.","year":"2011","unstructured":"J. Buell . A Benchmarking Case Study of Virtualized Hadoop Performance on VMware vSphere 5. technical white paper . VMware , Inc , 2011 . J. Buell. A Benchmarking Case Study of Virtualized Hadoop Performance on VMware vSphere 5. technical white paper. VMware, Inc, 2011."},{"key":"e_1_3_2_1_14_1","volume-title":"Large Improvements in MS\/MS-Based Peptide Identification Rates Using a Hybrid Analysis. Journal of proteome research, 10(5):2306--2317","author":"Cannon W. R.","year":"2011","unstructured":"W. R. Cannon , M. M. Rawlins , D. J. Baxter , S. J. Callister , M. S. Lipton , and D. A. Bryant . Large Improvements in MS\/MS-Based Peptide Identification Rates Using a Hybrid Analysis. Journal of proteome research, 10(5):2306--2317 , 2011 . W. R. Cannon, M. M. Rawlins, D. J. Baxter, S. J. Callister, M. S. Lipton, and D. A. Bryant. Large Improvements in MS\/MS-Based Peptide Identification Rates Using a Hybrid Analysis. Journal of proteome research, 10(5):2306--2317, 2011."},{"key":"e_1_3_2_1_15_1","volume-title":"Transmission of IP over InfiniBand (IPoIB). Technical report","author":"Chu J.","year":"2006","unstructured":"J. Chu and V. Kashyap . Transmission of IP over InfiniBand (IPoIB). Technical report , 2006 . J. Chu and V. Kashyap. Transmission of IP over InfiniBand (IPoIB). Technical report, 2006."},{"key":"e_1_3_2_1_16_1","first-page":"10","volume-title":"Proceedings of the 6th Conference on Symposium on Opearting Systems Design & Implementation -","volume":"6","author":"Dean J.","year":"2004","unstructured":"J. Dean and S. Ghemawat . MapReduce: Simplified Data Processing on Large Clusters . In Proceedings of the 6th Conference on Symposium on Opearting Systems Design & Implementation - Volume 6 , OSDI'04, pages 10 -- 10 , Berkeley, CA, USA , 2004 . USENIX Association. J. Dean and S. Ghemawat. MapReduce: Simplified Data Processing on Large Clusters. In Proceedings of the 6th Conference on Symposium on Opearting Systems Design & Implementation - Volume 6, OSDI'04, pages 10--10, Berkeley, CA, USA, 2004. USENIX Association."},{"key":"e_1_3_2_1_17_1","volume-title":"Secure Virtual Machine Architecture Reference Manual","author":"Devices A. M.","year":"2005","unstructured":"A. M. Devices . AMD , Secure Virtual Machine Architecture Reference Manual , 2005 . A. M. Devices. AMD, Secure Virtual Machine Architecture Reference Manual, 2005."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2012.01.020"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.118"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/MITP.2009.40"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10665-1_47"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2015.161"},{"key":"e_1_3_2_1_23_1","first-page":"35","volume-title":"Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis","author":"Islam N. S.","unstructured":"N. S. Islam , M. W. Rahman , J. Jose , R. Rajachandrasekar , H. Wang , H. Subramoni , C. Murthy , and D. K. Panda . High Performance RDMA-based Design of HDFS over InfiniBand . In Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis , page 35 . IEEE Computer Society Press, 2012. N. S. Islam, M. W. Rahman, J. Jose, R. Rajachandrasekar, H. Wang, H. Subramoni, C. Murthy, and D. K. Panda. High Performance RDMA-based Design of HDFS over InfiniBand. In Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, page 35. IEEE Computer Society Press, 2012."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2013.76"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr523"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2010.5470365"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2013.78"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1064979.1064984"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2014.89"},{"key":"e_1_3_2_1_30_1","unstructured":"Open Fabrics Enterprise Distribution. http:\/\/www.openfabrics.org\/.  Open Fabrics Enterprise Distribution. http:\/\/www.openfabrics.org\/."},{"key":"e_1_3_2_1_31_1","volume-title":"Evaluating the Impact of SSDs and InfiniBand in Hadoop Cluster Performance and Costs. technical white paper","author":"Poggi N.","year":"2015","unstructured":"N. Poggi and D. Carrera . Evaluating the Impact of SSDs and InfiniBand in Hadoop Cluster Performance and Costs. technical white paper . Barcelona Supercomputing Center , 2015 . N. Poggi and D. Carrera. Evaluating the Impact of SSDs and InfiniBand in Hadoop Cluster Performance and Costs. technical white paper. Barcelona Supercomputing Center, 2015."},{"key":"e_1_3_2_1_32_1","first-page":"29","volume-title":"USENIX Annual Technical Conference","author":"Santos J. R.","year":"2008","unstructured":"J. R. Santos , Y. Turner , G. J. Janakiraman , and I. Pratt . Bridging the Gap between Software and Hardware Techniques for I\/O Virtualization . In USENIX Annual Technical Conference , pages 29 -- 42 , 2008 . J. R. Santos, Y. Turner, G. J. Janakiraman, and I. Pratt. Bridging the Gap between Software and Hardware Techniques for I\/O Virtualization. In USENIX Annual Technical Conference, pages 29--42, 2008."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/CONFLUENCE.2014.6949047"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp236"},{"key":"e_1_3_2_1_35_1","first-page":"5","volume-title":"Virtualization Bottlenecks in Cloud Computing Today. In Proceedings of the 2nd conference on I\/O virtualization","author":"Shafer J.","year":"2010","unstructured":"J. Shafer . I\/O Virtualization Bottlenecks in Cloud Computing Today. In Proceedings of the 2nd conference on I\/O virtualization , pages 5 -- 5 . USENIX Association , 2010 . J. Shafer. I\/O Virtualization Bottlenecks in Cloud Computing Today. In Proceedings of the 2nd conference on I\/O virtualization, pages 5--5. USENIX Association, 2010."},{"key":"e_1_3_2_1_36_1","first-page":"1","volume-title":"Hosted Virtual Machine Monitor. In USENIX Annual Technical Conference, General Track","author":"Sugerman J.","year":"2001","unstructured":"J. Sugerman , G. Venkitachalam , and B.-H. Lim . Virtualizing I\/O Devices on V Mware Workstation's Hosted Virtual Machine Monitor. In USENIX Annual Technical Conference, General Track , pages 1 -- 14 , 2001 . J. Sugerman, G. Venkitachalam, and B.-H. Lim. Virtualizing I\/O Devices on VMware Workstation's Hosted Virtual Machine Monitor. In USENIX Annual Technical Conference, General Track, pages 1--14, 2001."},{"key":"e_1_3_2_1_37_1","volume-title":"International Symposium on Grids and Clouds","volume":"15","author":"Takano R.","year":"2015","unstructured":"R. Takano , Y. Tanimura , A. Oota , H. Oohashi , K. Yusa , and Y. Tanaka . AIST Super Green Cloud: Lessons Learned from the Operation and the Performance Evaluation of HPC cloud . In International Symposium on Grids and Clouds , volume 15 , 2015 . R. Takano, Y. Tanimura, A. Oota, H. Oohashi, K. Yusa, and Y. Tanaka. AIST Super Green Cloud: Lessons Learned from the Operation and the Performance Evaluation of HPC cloud. In International Symposium on Grids and Clouds, volume 15, 2015."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484762.2484831"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2005.163"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2013.238"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICAL.2012.6308241"}],"event":{"name":"UCC '16: 9th International Conference on Utility and Cloud Computing","location":"Shanghai China","acronym":"UCC '16","sponsor":["SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing"]},"container-title":["Proceedings of the 3rd IEEE\/ACM International Conference on Big Data Computing, Applications and Technologies"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3006299.3006313","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3006299.3006313","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:39:38Z","timestamp":1750217978000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3006299.3006313"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12,6]]},"references-count":41,"alternative-id":["10.1145\/3006299.3006313","10.1145\/3006299"],"URL":"https:\/\/doi.org\/10.1145\/3006299.3006313","relation":{},"subject":[],"published":{"date-parts":[[2016,12,6]]},"assertion":[{"value":"2016-12-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}