Design patterns for efficient graph algorithms in mapreduce (2010)

by Jimmy Lin , Michael Schatz
Venue:In MLG ’10: Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Citations:19 - 4 self

Documents Related by Co-Citation

1682 MapReduce: Simplified Data Processing on Large Clusters – Jeffrey Dean, et al. - 2004
170 Pregel: A system for large-scale graph processing – Grzegorz Malewicz, Matthew H. Austern, Aart J. C. Bik, James C. Dehnert, Ilan Horn, Naty Leiser, Grzegorz Czajkowski, Google Inc - 2010
2135 The PageRank Citation Ranking: Bringing Order to the Web – Lawrence Page, Sergey Brin, Rajeev Motwani, Terry Winograd - 1999
91 Twister: A runtime for iterative MapReduce – Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-hee Bae, Judy Qiu, Geoffrey Fox - 2010
62 HaLoop: Efficient Iterative Data Processing on Large Clusters – Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst
1126 A bridging model for parallel computation – Leslie G Valiant - 1990
58 Data-Intensive Text Processing with MapReduce – Jimmy Lin, Chris Dyer - 2010
64 PEGASUS: A Peta-Scale Graph Mining System- Implementation and Observations – U Kang, Charalampos E. Tsourakakis, Christos Faloutsos - 2009
44 Graphlab: A new parallel framework for machine learning – Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, J M Hellerstein - 2010
2702 Authoritative Sources in a Hyperlinked Environment – Jon M. Kleinberg - 1999
79 Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters – Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney - 2008
22 Scalable SPARQL Querying of Large RDF Graphs – Jiewen Huang, Daniel J. Abadi, Kun Ren
5 MapReduce is good enough? If all you have is a hammer, throw away everything that’s not a nail! arXiv:1209.2191 – J Lin - 2012
35 On Compressing Social Networks – Flavio Chierichetti, Ravi Kumar, Michael Mitzenmacher, Alessandro Panconesi, Silvio Lattanzi, Prabhakar Raghavan
18 C.: Priter: a distributed framework for prioritized iterative computations – Yanfeng Zhang, Qixin Gao, Lixin Gao, Cuirong Wang - 2011
59 Spark: Cluster Computing with Working Sets – Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica
3234 The Anatomy of a Large-Scale Hypertextual Web Search Engine – Sergey Brin, Lawrence Page - 1998
4 Automatic Management of Partitioned, Replicated Search Services – Florian Leibert, Jake Mannix, Jimmy Lin, Babak Hamadani
4 The Unified Logging Infrastructure for Data Analytics at Twitter – George Lee, Jimmy Lin, Chuang Liu, Andrew Lorek, Dmitriy Ryaboy