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Bulk synchronous parallel
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1	Solving the straggler problem for iterative convergent parallel ML Aaron Harlap? , Henggang Cui? , Wei Dai? , Jinliang Wei? Gregory R. Ganger? , Phillip B. Gibbons?† , Garth A. Gibson? , Eric P. Xing? ? Add to Reading List Source URL: www.pdl.cmu.edu Language: English - Date: 2015-07-09 19:35:49 Parallel computing Computer programming Computing Software engineering Bulk synchronous parallel Iteration Algorithm MapReduce Work stealing Automatic parallelization Thread Oracle Database
2	Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Edgar Solomonik ETH Z¨ urich Add to Reading List Source URL: spcl.inf.ethz.ch Language: English - Date: 2014-12-09 07:16:32 Concurrent computing Parallel computing Computing Bulk synchronous parallel Communication-avoiding algorithms Message passing Algorithm
3	Summary Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Lecture overview Add to Reading List Source URL: spcl.inf.ethz.ch Language: English - Date: 2015-12-07 06:55:02 Parallel computing Computing Theory of computation Computer programming NC Matrix multiplication algorithm Bulk synchronous parallel Ordinal number Central processing unit Communication-avoiding algorithms
4	Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics Jinliang Wei Wei Dai Aurick Qiao Qirong Ho? Henggang Cui Gregory R. Ganger Phillip B. Gibbons† Garth A. Gibson Eric P. Xing Carnegie Mell Add to Reading List Source URL: www.pdl.cmu.edu Language: English - Date: 2016-03-07 13:00:52 Parallel computing Stochastic optimization M-estimators Convex optimization Stochastic gradient descent Consistency model Cache Parameter ML XC Bulk synchronous parallel
5	Summary Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Lecture overview Add to Reading List Source URL: spcl.inf.ethz.ch Language: English - Date: 2014-12-07 15:59:39 Parallel computing Matrix multiplication algorithm Bulk synchronous parallel Algorithm NC Central processing unit Communication-avoiding algorithms
6	More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server †Qirong Ho, †James Cipar, §Henggang Cui, †Jin Kyu Kim, †Seunghak Lee, ‡Phillip B. Gibbons, †Garth A. Gibson, §Gregory R. Gange Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-11-26 14:10:57 Stochastic optimization Inter-process communication Parallel computing Vector clock Distributed computing Futures and promises Lasso Ant colony optimization algorithms Bulk synchronous parallel Concurrent computing Computing Distributed algorithms
7	MulticoreBSP for C: a high-performance library for shared-memory parallel programming A. N. Yzelman R. H. Bisseling D. Roose Add to Reading List Source URL: www.cs.kuleuven.be Language: English - Date: 2013-03-01 11:39:26 SPMD Bulk synchronous parallel BSP Fast Fourier transform Pointer Unified Parallel C Binary space partitioning Computing Parallel computing Computer programming
8	Finding Hamiltonian Paths in Tournaments on Clusters - A Provably Communication-Efficient Approach Chun-Hsi Huang Xin He Add to Reading List Source URL: www.cse.uconn.edu Language: English - Date: 2004-02-16 16:47:53 Computational complexity theory Message Passing Interface Speedup Algorithm Hamiltonian path Time complexity Bulk synchronous parallel Parallel algorithm Parallel Random Access Machine Theoretical computer science Parallel computing Computing
9	Relational Algorithms for Multi-Bulk-Synchronous Processors Gregory Frederick Diamos NVIDIA Research Ashwin Lele Add to Reading List Source URL: www.gdiamos.net Language: English - Date: 2012-03-12 21:09:25 Data management Relational model Database theory Graphics hardware Parallel computing Relational database Hash join Relational algebra Relation Computing Computer hardware GPGPU
10	Solving the straggler problem with bounded staleness James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric Xing Carnegie Mellon University, HP Labs Algorithm Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2013-05-20 14:59:49 Concurrency Thread Barrier Algorithm Lock Distributed computing Bulk synchronous parallel Central processing unit Iteration Computing Parallel computing Computer programming