Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carr...
Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carry a code at the bottom of the first page, provided that the per-copy fee indicated in the code is paid through the Copyright Clearance Center. the papers in this book comprise the proceedings of the meeting mentioned on the cover and title page. they reflect the authors' opinions and, in the interests of timely dissemination, are published as presented and without change. their inclusion in this publication does not necessarily constitute endorsement by the editors or the Institute of Electrical and Electronics Engineers, Inc.
the article discusses various reports published within the issue, including one on a dual-thread speculation system and another on a parallel version of the Tricluster algorithm.
the article discusses various reports published within the issue, including one on a dual-thread speculation system and another on a parallel version of the Tricluster algorithm.
the proceedings contain 22 papers. the topics discussed include: towards production code effective portability among vector machines and microprocessors-based architectures;data segmentation management infrastructure ...
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ISBN:
(纸本)0769527043
the proceedings contain 22 papers. the topics discussed include: towards production code effective portability among vector machines and microprocessors-based architectures;data segmentation management infrastructure in a database grid;detecting malicious manipulation in grid environments;policy-based resource allocation in hierarchical virtual organizations for global grids;a speculative trace reuse architecture with reduced hardware requirements;controlling the power and area of neural branch predictors for practical implementation in high-performance processors;a run-time system for efficient execution of scientific workflows on distributed environments;dual-thread speculation: two threads in the machine are worth eight in the bush;characterizing the performance of data management systems on hyper-threaded architectures;and ultra-fast CPU performance prediction: extending the monte carlo approach.
the proceedings contain 18 papers. the topics discussed include: exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;DASS: dynam...
ISBN:
(纸本)9798350381603
the proceedings contain 18 papers. the topics discussed include: exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;DASS: dynamic adaptive sub-target specialization;optimizing microservices performance and resource utilization through containerized grouping: an experimental study;assessing the performance of an architecture-aware optimization tool for neural networks;an exploratory study of deep learning for predicting computational tasks behavior in HPC systems;exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;and energy consumption analysis of instruction cache prefetching methods.
the proceedings contain 31 papers. the topics discussed include: highperformancecomputing in science and engineering;towards grid implementations of metaheuristics for hard combinatorial optimization problems;a new ...
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ISBN:
(纸本)076952446X
the proceedings contain 31 papers. the topics discussed include: highperformancecomputing in science and engineering;towards grid implementations of metaheuristics for hard combinatorial optimization problems;a new multi-processor architecture for parallel lazy cyclic reference counting;reconfigurable optical interconnection system supporting concurrent application-specific parallel computing;managing the execution of large scale MPI applications on computational grids;function outlining and partial inlining;reusing traces in a dynamic conditional execution architecture;cooperation of neighboring PEs in clustered architectures;a new parallel environment for interactive simulations implementing safe multithreading with MPI;a time petri-net-based approach for software synthesis considering overheads;and analyzing and improving clustering based sampling for microprocessor simulation.
the proceedings contain 16 papers. the topics discussed include: outline of a thick control flow architecture;a dynamic load balance algorithm for the S4 parallel stream processing engine;a processor workload distribu...
ISBN:
(纸本)9781509048441
the proceedings contain 16 papers. the topics discussed include: outline of a thick control flow architecture;a dynamic load balance algorithm for the S4 parallel stream processing engine;a processor workload distribution algorithm for massively parallel applications;parallelism and scalability: a solution focused on the cloud computing processing service billing;task scheduling in sucuri dataflow library;synchronization-free automatic parallelization for arbitrarily nested affine loops;thread footprint analysis for the design of multithreaded applications and multicore systems;a hybrid parallel algorithm for the auction algorithm in multicore systems;and dataflow to hardware synthesis framework on FPGAs.
the proceedings contain 63 papers. the topics discussed include: automated GPU grid geometry selection for OpenMP kernels;effect of network topology on the performance of ADMM-based SVMs;exploring the potential of nex...
ISBN:
(纸本)9781538677698
the proceedings contain 63 papers. the topics discussed include: automated GPU grid geometry selection for OpenMP kernels;effect of network topology on the performance of ADMM-based SVMs;exploring the potential of next generation software-defined in-memory frameworks;a fault-tolerant agent-based architecture for transient servers in fog computing;deep learning on large-scale muticore clusters;accelerating deep neural network training for action recognition on a cluster of GPUs;balancing load of GPU subsystems to accelerate image reconstruction in parallel beam tomography;high-performance ensembles of online sequential extreme learning machine for regression and time series forecasting;a machine learning approach for parameter screening in earthquake simulation;adaptive partitioning for iterated sequences of irregular OpenCL kernels;highly scalable stencil-based matrix-free stochastic estimator for the diagonal of the inverse;and adaptive scheduling of collocated applications using a task-based runtime system.
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