{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T07:11:30Z","timestamp":1768029090751,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":39,"publisher":"ACM","license":[{"start":{"date-parts":[[2015,8,27]],"date-time":"2015-08-27T00:00:00Z","timestamp":1440633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Science Foundation of China","award":["61472009"],"award-info":[{"award-number":["61472009"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2015,8,27]]},"DOI":"10.1145\/2806777.2806849","type":"proceedings-article","created":{"date-parts":[[2015,8,24]],"date-time":"2015-08-24T14:09:20Z","timestamp":1440425360000},"page":"408-421","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":84,"title":["G\n            <scp>ra<\/scp>\n            M"],"prefix":"10.1145","author":[{"given":"Ming","family":"Wu","sequence":"first","affiliation":[{"name":"Microsoft Research"}]},{"given":"Fan","family":"Yang","sequence":"additional","affiliation":[{"name":"Microsoft Research"}]},{"given":"Jilong","family":"Xue","sequence":"additional","affiliation":[{"name":"Microsoft Research and Peking University"}]},{"given":"Wencong","family":"Xiao","sequence":"additional","affiliation":[{"name":"Microsoft Research and Beihang University"}]},{"given":"Youshan","family":"Miao","sequence":"additional","affiliation":[{"name":"Microsoft Research and University of Science and Technology of China"}]},{"given":"Lan","family":"Wei","sequence":"additional","affiliation":[{"name":"Microsoft Research and Chinese Academy of Sciences"}]},{"given":"Haoxiang","family":"Lin","sequence":"additional","affiliation":[{"name":"Microsoft Research"}]},{"given":"Yafei","family":"Dai","sequence":"additional","affiliation":[{"name":"Peking University"}]},{"given":"Lidong","family":"Zhou","sequence":"additional","affiliation":[{"name":"Microsoft Research"}]}],"member":"320","published-online":{"date-parts":[[2015,8,27]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"The lemur project: Clueweb12 web graph. http:\/\/www.lemurproject.org\/clueweb12\/webgraph.php\/.  The lemur project: Clueweb12 web graph. http:\/\/www.lemurproject.org\/clueweb12\/webgraph.php\/."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1325851.1325900"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629579"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988752"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/spe.587"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1480506.1480511"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2391229.2391232"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741970"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2168836.2168846"},{"key":"e_1_3_2_1_10_1","unstructured":"A. Ching. Scaling Apache Giraph to a trillion edges. https:\/\/www.facebook.com\/notes\/facebook-engineering\/scaling-apache-giraph-to-atrillion-edges\/10151617006153920.  A. Ching. Scaling Apache Giraph to a trillion edges. https:\/\/www.facebook.com\/notes\/facebook-engineering\/scaling-apache-giraph-to-atrillion-edges\/10151617006153920."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.14778\/2536222.2536239"},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, NSDI '14","author":"Dragojevi A.","year":"2014","unstructured":"A. Dragojevi , D. Narayanan , O. Hodson , and M. Castro . FaRM: Fast remote memory . In Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, NSDI '14 , 2014 . A. Dragojevi, D. Narayanan, O. Hodson, and M. Castro. FaRM: Fast remote memory. In Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, NSDI '14, 2014."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation, OSDI'12","author":"Gonzalez J. E.","year":"2012","unstructured":"J. E. Gonzalez , Y. Low , H. Gu , D. Bickson , and C. Guestrin . PowerGraph: distributed graph-parallel computation on natural graphs . In Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation, OSDI'12 , 2012 . J. E. Gonzalez, Y. Low, H. Gu, D. Bickson, and C. Guestrin. PowerGraph: distributed graph-parallel computation on natural graphs. In Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation, OSDI'12, 2012."},{"key":"e_1_3_2_1_14_1","volume-title":"11th USENIX Symposium on Operating Systems Design and Implementation, OSDI '14","author":"Gonzalez J. E.","year":"2014","unstructured":"J. E. Gonzalez , R. S. Xin , A. Dave , D. Crankshaw , M. J. Franklin , and I. Stoica . GraphX: Graph processing in a distributed dataflow framework . In 11th USENIX Symposium on Operating Systems Design and Implementation, OSDI '14 , 2014 . J. E. Gonzalez, R. S. Xin, A. Dave, D. Crankshaw, M. J. Franklin, and I. Stoica. GraphX: Graph processing in a distributed dataflow framework. In 11th USENIX Symposium on Operating Systems Design and Implementation, OSDI '14, 2014."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732977.2732980"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2592798.2592799"},{"key":"e_1_3_2_1_17_1","volume-title":"Supplement to infiniband architecture specification","author":"InfiniBand Trade Association","year":"2010","unstructured":"InfiniBand Trade Association . Supplement to infiniband architecture specification volume 1 release 1.2.2 annex a16: RDMA over converged ethernet (RoCE) , 2010 . InfiniBand Trade Association. Supplement to infiniband architecture specification volume 1 release 1.2.2 annex a16: RDMA over converged ethernet (RoCE), 2010."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2619239.2626299"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2670979.2670997"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772751"},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation, volume 8 of OSDI'12","author":"Kyrola A.","year":"2012","unstructured":"A. Kyrola , G. Blelloch , and C. Guestrin . GraphChi: large-scale graph computation on just a PC . In Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation, volume 8 of OSDI'12 , 2012 . A. Kyrola, G. Blelloch, and C. Guestrin. GraphChi: large-scale graph computation on just a PC. In Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation, volume 8 of OSDI'12, 2012."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2615569.2615674"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.14778\/2212351.2212354"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807184"},{"key":"e_1_3_2_1_25_1","volume-title":"15th Workshop on Hot Topics in Operating Systems, HotOS '15","author":"McSherry F.","year":"2015","unstructured":"F. McSherry , M. Isard , and D. G. Murray . Scalability! but at what cost? In 15th Workshop on Hot Topics in Operating Systems, HotOS '15 , 2015 . F. McSherry, M. Isard, and D. G. Murray. Scalability! but at what cost? In 15th Workshop on Hot Topics in Operating Systems, HotOS '15, 2015."},{"key":"e_1_3_2_1_26_1","volume-title":"USENIX ATC '13","author":"Mitchell C.","year":"2013","unstructured":"C. Mitchell , Y. Geng , and J. Li . Using one-sided RDMA reads to build a fast, CPU-efficient key-value store. In Presented as part of the 2013 USENIX Annual Technical Conference , USENIX ATC '13 , 2013 . C. Mitchell, Y. Geng, and J. Li. Using one-sided RDMA reads to build a fast, CPU-efficient key-value store. In Presented as part of the 2013 USENIX Annual Technical Conference, USENIX ATC '13, 2013."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522738"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.5555\/2813767.2813789"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-009-0165-y"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522739"},{"key":"e_1_3_2_1_31_1","volume-title":"Proceedings of the 9th USENIX Conference on Operating Systems Design and Implementation, OSDI'10","author":"Power R.","year":"2010","unstructured":"R. Power and J. Li . Piccolo: Building fast, distributed programs with partitioned tables . In Proceedings of the 9th USENIX Conference on Operating Systems Design and Implementation, OSDI'10 , 2010 . R. Power and J. Li. Piccolo: Building fast, distributed programs with partitioned tables. In Proceedings of the 9th USENIX Conference on Operating Systems Design and Implementation, OSDI'10, 2010."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5555\/2342821.2342825"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522740"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2815400.2815408"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2467799"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2442516.2442530"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.5555\/874062.875505"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/79173.79181"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2688500.2688507"}],"event":{"name":"SoCC '15: ACM Symposium on Cloud Computing","location":"Kohala Coast Hawaii","acronym":"SoCC '15","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the Sixth ACM Symposium on Cloud Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2806777.2806849","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2806777.2806849","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:07:22Z","timestamp":1750223242000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2806777.2806849"}},"subtitle":["scaling graph computation to the trillions"],"short-title":[],"issued":{"date-parts":[[2015,8,27]]},"references-count":39,"alternative-id":["10.1145\/2806777.2806849","10.1145\/2806777"],"URL":"https:\/\/doi.org\/10.1145\/2806777.2806849","relation":{},"subject":[],"published":{"date-parts":[[2015,8,27]]},"assertion":[{"value":"2015-08-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}