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» A Refactoring Approach to Parallelism
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CIKM
2011
Springer
14 years 7 months ago
Block-based load balancing for entity resolution with MapReduce
The effectiveness and scalability of MapReduce-based implementations of complex data-intensive tasks depend on an even redistribution of data between map and reduce tasks. In the...
Lars Kolb, Andreas Thor, Erhard Rahm
PPOPP
2010
ACM
16 years 4 months ago
Scalable communication protocols for dynamic sparse data exchange
Many large-scale parallel programs follow a bulk synchronous parallel (BSP) structure with distinct computation and communication phases. Although the communication phase in such ...
Torsten Hoefler, Christian Siebert, Andrew Lumsdai...
MICRO
2007
IEEE
133views Hardware» more  MICRO 2007»
16 years 1 months ago
Revisiting the Sequential Programming Model for Multi-Core
Single-threaded programming is already considered a complicated task. The move to multi-threaded programming only increases the complexity and cost involved in software developmen...
Matthew J. Bridges, Neil Vachharajani, Yun Zhang, ...
HIPC
2007
Springer
16 years 1 months ago
FFTC: Fastest Fourier Transform for the IBM Cell Broadband Engine
The Fast Fourier Transform (FFT) is of primary importance and a fundamental kernel in many computationally intensive scientific applications. In this paper we investigate its perf...
David A. Bader, Virat Agarwal
HPDC
2005
IEEE
16 years 19 days ago
Collective caching: application-aware client-side file caching
Parallel file subsystems in today’s high-performance computers adopt many I/O optimization strategies that were designed for distributed systems. These strategies, for instance...
Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Le...