May 27,2016http://*** In Conjunction withthe 30th IEEE internationalparallel&distributed Processing symposium(IPDPS),Chicago Hyatt Regency,Chicago,Illinois USA Scaling up machine-learning(ML),data mining(DM)and ...
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May 27,2016http://*** In Conjunction withthe 30th IEEE internationalparallel&distributed Processing symposium(IPDPS),Chicago Hyatt Regency,Chicago,Illinois USA Scaling up machine-learning(ML),data mining(DM)and reasoning algorithms from artificial intelligence(AI)for massive datasets is a major technical challenge in the times of"Big Data".the past ten years has seen the rise of multi-core and
May 27,2016http://*** In Conjunction withthe 30th IEEE internationalparallel&distributed Processing symposium(IPDPS),Chicago Hyatt Regency,Chicago,Illinois USA Scaling up machine-learning(ML),data mining(DM)and ...
详细信息
May 27,2016http://*** In Conjunction withthe 30th IEEE internationalparallel&distributed Processing symposium(IPDPS),Chicago Hyatt Regency,Chicago,Illinois USA Scaling up machine-learning(ML),data mining(DM)and reasoning algorithms from artificial intelligence(AI)for massive datasets is a major technical challenge in the times of'Big Data'.the past ten years has seen the rise of multi-core
this special issue contains extended versions of selected papers from the 5thinternationalsymposium on Formal Approaches to parallel and distributed Systems (4PAD 2018). the symposium was held in Orleans, France on ...
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this special issue contains extended versions of selected papers from the 5thinternationalsymposium on Formal Approaches to parallel and distributed Systems (4PAD 2018). the symposium was held in Orleans, France on July 19th, 2020 in conjunction withthe 2018 international Conference on High Performance computing & Simulation (HPCS 2018). (C) 2020 Elsevier Inc. All rights reserved.
the rise of explicit parallel programming involves new problems: lack of structure for parallel algorithms and the ad hoc development of parallel algorithms. We use skeletons to characterize and design parallel algori...
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ISBN:
(纸本)0818675829
the rise of explicit parallel programming involves new problems: lack of structure for parallel algorithms and the ad hoc development of parallel algorithms. We use skeletons to characterize and design parallel algorithms and define a process to refine the designs step-by-step into programs. this paper introduces a high-level library on top of MPI which is derived from the skeleton concept to achieve better programmability and obtain portability. We conclude with a CFD application to demonstrate our idea.
In this paper we discuss the runtime support required for the parallelization of unstructured data-parallel applications on nonuniform and adaptive environments. the approach presented is reasonably general and is app...
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ISBN:
(纸本)0818675829
In this paper we discuss the runtime support required for the parallelization of unstructured data-parallel applications on nonuniform and adaptive environments. the approach presented is reasonably general and is applicable to a wide variety of regular as well as irregular applications. We present performance results for the solution of an unstructured mesh on a cluster of heterogeneous workstations.
We discuss here the emergent Web based distributed environments for HPCC on the NII withthe focus on Java as an enabling technology. We start with a review of the past, presence and the near term future of the 'J...
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ISBN:
(纸本)0818675829
We discuss here the emergent Web based distributed environments for HPCC on the NII withthe focus on Java as an enabling technology. We start with a review of the past, presence and the near term future of the 'Java phenomenon', exposed here in the background of some related previous approaches towards a distributed interpretative virtual machine architecture.
A universal spatial automaton, called WAVE, for highly parallel processing in arbitrary distributed systems is described. the automaton is based on a virus principle where recursive programs, or waves, self-navigate i...
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ISBN:
(纸本)0818675829
A universal spatial automaton, called WAVE, for highly parallel processing in arbitrary distributed systems is described. the automaton is based on a virus principle where recursive programs, or waves, self-navigate in networks of data or processes in multiple cooperative parts while controlling and modifying the environment they exist in and move through. the layered general organisation of the automaton as well as its distributed implementation in computer networks have been discussed. As the automaton dynamically creates, modifies, activates and processes any knowledge networks arbitrarily distributed in computer networks, it can easily model any other paradigms for parallel and distributedcomputing. Comparison of WAVE with some known programming models and languages, and ideas of their possible integration have also been given.
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