{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T09:35:32Z","timestamp":1774949732002,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,9,24]],"date-time":"2017-09-24T00:00:00Z","timestamp":1506211200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"ITF","award":["6904079"],"award-info":[{"award-number":["6904079"]}]},{"DOI":"10.13039\/501100004853","name":"Chinese University of Hong Kong","doi-asserted-by":"publisher","award":["14206715 & 14222816"],"award-info":[{"award-number":["14206715 & 14222816"]}],"id":[{"id":"10.13039\/501100004853","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1513679,CNS-1218066,OAC-1541310,CNS-1229282"],"award-info":[{"award-number":["CNS-1513679,CNS-1218066,OAC-1541310,CNS-1229282"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"MSRA grant","award":["6904224"],"award-info":[{"award-number":["6904224"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,9,24]]},"DOI":"10.1145\/3127479.3128606","type":"proceedings-article","created":{"date-parts":[[2017,9,27]],"date-time":"2017-09-27T12:34:00Z","timestamp":1506515640000},"page":"40-51","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Architectural implications on the performance and cost of graph analytics systems"],"prefix":"10.1145","author":[{"given":"Qizhen","family":"Zhang","sequence":"first","affiliation":[{"name":"University of Pennsylvania and The Chinese University of Hong Kong"}]},{"given":"Hongzhi","family":"Chen","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong"}]},{"given":"Da","family":"Yan","sequence":"additional","affiliation":[{"name":"University of Alabama at Birmingham and The Chinese University of Hong Kong"}]},{"given":"James","family":"Cheng","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong"}]},{"given":"Boon Thau","family":"Loo","sequence":"additional","affiliation":[{"name":"University of Pennsylvania"}]},{"given":"Purushotham","family":"Bangalore","sequence":"additional","affiliation":[{"name":"University of Alabama at Birmingham"}]}],"member":"320","published-online":{"date-parts":[[2017,9,24]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Microsoft Azure: https:\/\/azure.microsoft.com\/en-us\/pricing\/details\/virtual-machines\/#Windows.  Microsoft Azure: https:\/\/azure.microsoft.com\/en-us\/pricing\/details\/virtual-machines\/#Windows."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915213"},{"key":"e_1_3_2_1_3_1","unstructured":"Apache Giraph. http:\/\/giraph.apache.org\/.  Apache Giraph. http:\/\/giraph.apache.org\/."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2011.5767921"},{"key":"e_1_3_2_1_5_1","volume-title":"The anatomy of a large-scale hypertextual web search engine. Computer Networks, 30(1--7):107--117","author":"Brin S.","year":"1998","unstructured":"S. Brin and L. Page . The anatomy of a large-scale hypertextual web search engine. Computer Networks, 30(1--7):107--117 , 1998 . S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. Computer Networks, 30(1--7):107--117, 1998."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.14778\/2735471.2735477"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2764947.2764954"},{"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":"10.1109\/ICDE.2015.7113362"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2013.6691555"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2742854.2742884"},{"key":"e_1_3_2_1_12_1","first-page":"17","volume-title":"Presented as part of the 10th USENIX Symposium 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 Presented as part of the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12) , pages 17 -- 30 , Hollywood, CA , 2012 . USENIX. J. E. Gonzalez, Y. Low, H. Gu, D. Bickson, and C. Guestrin. Powergraph: Distributed graph-parallel computation on natural graphs. In Presented as part of the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12), pages 17--30, Hollywood, CA, 2012. USENIX."},{"key":"e_1_3_2_1_13_1","first-page":"599","volume-title":"OSDI","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 OSDI , pages 599 -- 613 , 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 OSDI, pages 599--613, 2014."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2014.49"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/2777598.2777604"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732977.2732980"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2465351.2465369"},{"key":"e_1_3_2_1_18_1","first-page":"31","volume-title":"OSDI 2012","author":"Kyrola A.","year":"2012","unstructured":"A. Kyrola , G. E. Blelloch , and C. Guestrin . Graphchi: Large-scale graph computation on just a PC . In OSDI 2012 , Hollywood, CA, USA, October 8--10 , 2012 , pages 31 -- 46 , 2012. A. Kyrola, G. E. Blelloch, and C. Guestrin. Graphchi: Large-scale graph computation on just a PC. In OSDI 2012, Hollywood, CA, USA, October 8--10, 2012, pages 31--46, 2012."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2016.7840626"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.14778\/2735508.2735517"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807184"},{"key":"e_1_3_2_1_22_1","volume-title":"15th Workshop on Hot Topics in Operating Systems (HotOS XV)","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 XV) , Kartause Ittingen, Switzerland , May 2015 . USENIX Association. F. McSherry, M. Isard, and D. G. Murray. Scalability! but at what cost? In 15th Workshop on Hot Topics in Operating Systems (HotOS XV), Kartause Ittingen, Switzerland, May 2015. USENIX Association."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522738"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522739"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2735369"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993498.1993501"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2815400.2815408"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522740"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484838.2484843"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2610518"},{"key":"e_1_3_2_1_31_1","first-page":"278","volume-title":"29th IEEE International Conference on Data Engineering, ICDE 2013","author":"Seo J.","year":"2013","unstructured":"J. Seo , S. Guo , and M. S. Lam . Socialite: Datalog extensions for efficient social network analysis . In 29th IEEE International Conference on Data Engineering, ICDE 2013 , Brisbane, Australia, April 8--12 , 2013 , pages 278 -- 289 , 2013. J. Seo, S. Guo, and M. S. Lam. Socialite: Datalog extensions for efficient social network analysis. In 29th IEEE International Conference on Data Engineering, ICDE 2013, Brisbane, Australia, April 8--12, 2013, pages 278--289, 2013."},{"key":"e_1_3_2_1_32_1","first-page":"553","volume-title":"ICDE","author":"Shang Z.","year":"2013","unstructured":"Z. Shang and J. X. Yu . Catch the wind: Graph workload balancing on cloud . In ICDE , pages 553 -- 564 , 2013 . Z. Shang and J. X. Yu. Catch the wind: Graph workload balancing on cloud. In ICDE, pages 553--564, 2013."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2442516.2442530"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.14778\/2809974.2809983"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732232.2732238"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806777.2806849"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2688500.2688508"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.14778\/2556549.2556581"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.14778\/2733085.2733103"},{"key":"e_1_3_2_1_40_1","volume-title":"Efficient processing of very large graphs in a small cluster. CoRR, abs\/1601.05590","author":"Yan D.","year":"2016","unstructured":"D. Yan , Y. Huang , J. Cheng , and H. Wu . Efficient processing of very large graphs in a small cluster. CoRR, abs\/1601.05590 , 2016 . D. Yan, Y. Huang, J. Cheng, and H. Wu. Efficient processing of very large graphs in a small cluster. CoRR, abs\/1601.05590, 2016."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3058735"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.14778\/2876473.2876477"},{"key":"e_1_3_2_1_43_1","volume-title":"2nd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud'10","author":"Zaharia M.","year":"2010","unstructured":"M. Zaharia , M. Chowdhury , M. J. Franklin , S. Shenker , and I. Stoica . Spark: Cluster computing with working sets . In 2nd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud'10 , Boston, MA, USA , June 22, 2010 , 2010. M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica. Spark: Cluster computing with working sets. In 2nd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud'10, Boston, MA, USA, June 22, 2010, 2010."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.14778\/2735496.2735501"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.14778\/2809974.2809987"}],"event":{"name":"SoCC '17: ACM Symposium on Cloud Computing","location":"Santa Clara California","acronym":"SoCC '17","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the 2017 Symposium on Cloud Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3127479.3128606","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3127479.3128606","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3127479.3128606","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:37:09Z","timestamp":1750217829000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3127479.3128606"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9,24]]},"references-count":45,"alternative-id":["10.1145\/3127479.3128606","10.1145\/3127479"],"URL":"https:\/\/doi.org\/10.1145\/3127479.3128606","relation":{},"subject":[],"published":{"date-parts":[[2017,9,24]]},"assertion":[{"value":"2017-09-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}