This GTA programming library supports both sequential or parallel execution on single computer and on-cluster execution with MapReduce computing engines. We ...
In this paper, we report on our studying and implementation of a practical GTA library (written in the functional language Scala) which provides a systematic ...
ABSTRACT. Generate-Test-Aggregate (GTA for short) is a novel programming model for MapReduce, dramatically simplifying the development of efficient parallel ...
This paper reports the implementation of a GTA library, which provides a compact programming interface for hiding the complexity of GTA's internal ...
With this library, users can write parallel programs in a sequential manner in terms of the GTA algorithm, and the efficiency of the generated MapReduce ...
Feb 1, 2014 · With this library, users can write parallel programs in a sequential manner in terms of the GTA algorithm, and the efficiency of the generated ...
In this paper we present a verified implementation of this framework in the Coq proof assistant: efficient bulk synchronous parallel functional programs can be ...
The Generate-Test-Aggregate (GTA for short) algorithm is modeled following a simple and straightforward programming pattern, for combinatorial problems.
Nov 13, 2015 · Generate-Test-Aggregate is a library for systematic parallel programming of MapReduce. This slides is made for my presentation on PPoPP ...
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Generate, Test, and. Aggregate – A Calculation-based Framework for Systematic. Parallel Programming with MapReduce. In ESOP, volume. 7211 of LNCS, pages 254 ...