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Graph problems are troublesome when it comes to MapReduce.
Distributed computing
David Peleg · 2000
Earlier work this paper cites.
On graph problems in a semi-streaming model
Joan Feigenbaum, Sampath Kannan, Andrew McGregor, Siddharth Suri, and Jian Zhang · 2005
Earlier work this paper cites.
A model of computation for MapReduce
Howard Karloff, Siddharth Suri, and Sergei Vassilvitskii · 2010
Earlier work this paper cites.
Sorting, searching, and simulation in the mapreduce framework
Michael T Goodrich, Nodari Sitchinava, and Qin Zhang · 2011
Earlier work this paper cites.
Filtering: a method for solving graph problems in mapreduce
Silvio Lattanzi, Benjamin Moseley, Siddharth Suri, and Sergei Vassilvitskii · 2011
Earlier work this paper cites.
Communication Steps for Parallel Query Processing
Paul Beame, Paraschos Koutris, and Dan Suciu · 2013
Earlier work this paper cites.
Optimal deterministic routing and sorting on the congested clique
Christoph Lenzen · 2013
Cited alongside, same era.
On the power of the congested clique model
Andrew Drucker, Fabian Kuhn, and Rotem Oshman · 2014
Cited alongside, same era.
Lessons from the congested clique applied to MapReduce
James W Hegeman and Sriram V Pemmaraju · 2015
Cited alongside, same era.
Shuffles and circuits:(on lower bounds for modern parallel computation)
Tim Roughgarden, Sergei Vassilvitskii, and Joshua R Wang · 2016
Cited alongside, same era.
Coresets Meet EDCS: Algorithms for Matching and Vertex Cover on Massive Graphs
Sepehr Assadi, MohammadHossein Bateni, Aaron Bernstein, Vahab Mirrokni, and Cliff Stein · 2017
Cited alongside, same era.
Affinity Clustering: Hierarchical Clustering at Scale
MohammadHossein Bateni, Soheil Behnezhad, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Raimondas Kiveris, Silvio Lattanzi, and Vahab Mirrokni · 2017
Later among the works it cites.
Grigory Yaroslavtsev and Adithya Vadapalli · 2017
Later among the works it cites.
Round Compression for Parallel Matching Algorithms
Artur Czumaj, Jakub Łącki, Aleksander Mądry, Slobodan Mitrović, Krzysztof Onak, and Piotr Sankowski · 2018
Closest in time.
Improved massively parallel computation algorithms for mis, matching, and vertex cover
Mohsen Ghaffari, Themis Gouleakis, Slobodan Mitrović, and Ronitt Rubinfeld · 2018
Closest in time.
MST in O ( 1 ) O(1) Rounds of Congested Clique
Tomasz Jurdziński and Krzysztof Nowicki · 2018
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