Search Results - skeleton-((based parallel) OR (mass parallel)) programming*

Interactive Performance Visualization and Analysis of Execution Traces for Pattern-Based Parallel Programming by Ernstsson, August, Frankell, Elin, Kessler, Christoph

“…We introduce the design and implementation of a performance visualization system for high-level programming of heterogeneous parallel systems…”
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Enforcing Deadlines for Skeleton-based Parallel Programming by Metzger, Paul, Cole, Murray, Fensch, Christian, Aldinucci, Marco, Bini, Enrico

“… However, we argue that by constraining the application structure to a set of composable "skeletons", at the price of losing some generality w.r.t…”
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A Deterministic Portable Parallel Pseudo-Random Number Generator for Pattern-Based Programming of Heterogeneous Parallel Systems by Ernstsson, August, Vandenbergen, Nicolas, Keller, Jörg, Kessler, Christoph

“…SkePU is a pattern-based high-level programming model for transparent program execution on heterogeneous parallel computing systems…”
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Parallel Patterns for Window-Based Stateful Operators on Data Streams: An Algorithmic Skeleton Approach by De Matteis, Tiziano, Mencagli, Gabriele

“… Rather, queries must be executed continuously as data cross the streams. The goal of this paper is to present parallel patterns for window-based stateful operators , which are the most representative class of stateful data stream operators…”
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Skeleton-based parallel programming: Functional and parallel semantics in a single shot by Aldinucci, Marco, Danelutto, Marco

“…Semantics of skeleton-based parallel programming languages comes usually as two distinct items…”
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Bringing skeletons out of the closet: a pragmatic manifesto for skeletal parallel programming by Cole, Murray

“…Skeleton and pattern based parallel programming promise significant benefits but remain absent from mainstream practice…”
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Kanga: A Skeleton-Based Generic Interface for Parallel Programming by Kist, Deives, Pinto, Bruno, Bazo, Rodrigo, Rauber Du Bois, Andre, Cavalheiro, Gerson Geraldo H.

“… not prevent error prone situations. In this paper we present Kanga, a framework based on the abstractions of skeletons to provide a generic tool that encapsulate many common parallel patterns…”
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Smart Containers and Skeleton Programming for GPU-Based Systems by Dastgeer, Usman, Kessler, Christoph

“…In this paper, we discuss the role, design and implementation of smart containers in the SkePU skeleton library for GPU-based systems…”
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An Algorithm Template for Domain-Based Parallel Irregular Algorithms by González, Carlos H., Fraguela, Basilio B.

“… In particular, while there are many proposals of parallel skeletons and libraries very well suited to regular algorithms, this is not the case for irregular ones…”
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High-Level Programming of FPGA-Accelerated Systems with Parallel Patterns by Birath, Björn, Ernstsson, August, Tinnerholm, John, Kessler, Christoph

“… SkePU is a skeleton programming framework based on a set of programming constructs implementing computational parallel patterns, while presenting a sequential interface to the programmer…”
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On Generalizing Divide and Conquer Parallel Programming Pattern by Niculescu, Virginia

“…(1) Background: Structuring is important in parallel programming in order to master its complexity, and this structuring could be achieved through programming patterns and skeletons…”
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High-performance data mining with skeleton-based structured parallel programming by Coppola, Massimo, Vanneschi, Marco

“…We show how to apply a structured parallel programming (SPP) methodology based on skeletons to data mining (DM…”
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Pattern-Based Programming Abstractions for Heterogeneous Parallel Computing by Ernstsson, August

“…, advanced high-level programming environments and frameworks are needed to bridge the programmability…”
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A Compiler for Agnostic Programming and Deployment of Big Data Analytics on Multiple Platforms by Di Martino, Beniamino, Esposito, Antonio, D'Angelo, Salvatore, Maisto, Salvatore Augusto, Nacchia, Stefania

“… This paper describes the Code-Based approach, adopted within the TOREADOR framework to parallelize users…”
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SkePU 3: Portable High-Level Programming of Heterogeneous Systems and HPC Clusters by Ernstsson, August, Ahlqvist, Johan, Zouzoula, Stavroula, Kessler, Christoph

“…We present the third generation of the C++-based open-source skeleton programming framework SkePU…”
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An Automatic Fusion Mechanism for Variable-Length List Skeletons in SkeTo by Emoto, Kento, Matsuzaki, Kiminori

“…Skeletal parallel programming is a promising approach to easy parallel programming in which users can build parallel programs simply by combining parts of a given set of ready-made parallel…”
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Assessing Application Efficiency and Performance Portability in Single-Source Programming for Heterogeneous Parallel Systems by Ernstsson, August, Griebler, Dalvan, Kessler, Christoph

“…We analyze the performance portability of the skeleton-based, single-source multi-backend high-level programming framework SkePU across multiple different CPU…”
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Towards High-Performance Code Generation for Multi-GPU Clusters Based on a Domain-Specific Language for Algorithmic Skeletons by Wrede, Fabian, Kuchen, Herbert

“… The DSL incorporates the idea of utilizing algorithmic skeletons, which are well-known patterns for parallel programming, such as map and reduce…”
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pi-par: A Dependently-Typed Parallel Language with Algorithmic Skeletons by Brown, Christopher, Barwell, Adam D.

“…Algorithmic skeletons are an effective, pattern-based approach for parallelising software…”
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Generation of high-performance code based on a domain-specific language for algorithmic skeletons by Wrede, Fabian, Rieger, Christoph, Kuchen, Herbert

“… One approach to overcome these issues is based on algorithmic skeletons . These are predefined patterns which are implemented in parallel and can be composed by application programmers without taking care of low-level programming aspects…”
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