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

Active Bibliography

2 Brute-Force Approaches to Batch Retrieval: Scalable Indexing with MapReduce, or Why Bother? – Tamer Elsayed, Ferhan Ture, Jimmy Lin
58 Data-Intensive Text Processing with MapReduce – Jimmy Lin, Chris Dyer - 2010
Low-Latency, High-Throughput Access to Static Global Resources within the Hadoop Framework – Jimmy Lin, Shravya Konda, Samantha Mahindrakar - 2009
Probabilistic Reasoning – Joseph Gonzalez, Joseph Gonzalez - 2012
SystemML: Declarative Machine Learning on – Amol Ghoting, Rajasekar Krishnamurthy, Edwin Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan
Table of Contents................................. – Dionysios Logothetis, Alin Deutsch, Massimo Franceschetti, Alex Snoeren, Geoffrey M. Voelker, Dionysios Logothetis - 2011
DOI 10.1007/s10723-012-9204-9 iMapReduce: A Distributed Computing Framework for Iterative Computation – Yanfeng Zhang, Qixin Gao, Lixin Gao, Cuirong Wang, Y. Zhang (b, Q. Gao, C. Wang, Q. Gao, C. Wang, L. Gao, Y. Zhang, L. Gao
1 Scaling Big Data Mining Infrastructure: The Twitter Experience – Jimmy Lin, Dmitriy Ryaboy
9 Large-scale machine learning at Twitter – Jimmy Lin, Alek Kolcz - 2012
Abstract – Ke Zhai, Jordan Boyd-graber, Nima Asadi - 2011
2 Mr. LDA: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce – Ke Zhai, Jordan Boyd-graber, Mohamad Alkhouja, Nima Asadi
Randomized Algorithms for Scalable Machine Learning – Ariel Jacob Kleiner, Ariel Jacob Kleiner, Ariel Jacob Kleiner
1 Parallel Homomorphic Encryption – Seny Kamara, Mariana Raykova - 2011
Optimization for iterative queries on MapReduce – Makoto Onizuka, Hiroyuki Kato, Soichiro Hidaka, Keisuke Nakano, Zhenjiang Hu
3 Social Content Matching in MapReduce – Gianmarco De, Francisci Morales, Aristides Gionis, Mauro Sozio
5 The limitation of MapReduce: A probing case and a lightweight solution – Zhiqiang Ma, Lin Gu - 2010
MapReduce-Style Computation in Distributed Virtual Memory – Zhiqiang Ma, Ke Hong, Lin Gu
4 DVM: Towards a Datacenter-Scale Virtual Machine – Zhiqiang Ma, Zhonghua Sheng, Lin Gu, Liufei Wen, Gong Zhang
23 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud – Yucheng Low, Danny Bickson, Joseph Gonzalez, Carlos Guestrin, Aapo Kyrola, Joseph M. Hellerstein