The proceedings contain 362 papers. The topics discussed include: uniform scattering of autonomous mobile robots in a grid;performance study of interference on sharing GPU and CPU resources with multiple applications;...
ISBN:
(纸本)9781424437504
The proceedings contain 362 papers. The topics discussed include: uniform scattering of autonomous mobile robots in a grid;performance study of interference on sharing GPU and CPU resources with multiple applications;resource allocation strategies for constructive in-network stream processing;deciding model of population size in time-constrained task scheduling;improving accuracy of host load predictions on computational grids by artificial neural networks;combining multiple heuristics on discrete resources;predictive analysis and optimization of pipelined wavefront computations;RSA encryption and decryption using the redundant number system on the FPGA;computation with a constant number of steps in membrane computing;analytical model of inter-node communication under multi-versioned coherence mechanisms;and a distributed approach for the problem of routing and wavelength assignment in WDM networks.
Dynamic programming (DP) is a fundamental algorithmic strategy that decomposes large problems into manageable subproblems. It is a cornerstone of many important computational methods in diverse fields, especially in t...
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The proceedings contain 105 papers. The topics discussed include: coding the continuum;stochastic gradient descent on modern hardware: multi-core CPU or GPU? synchronous or asynchronous?;two elementary instructions ma...
ISBN:
(纸本)9781728112466
The proceedings contain 105 papers. The topics discussed include: coding the continuum;stochastic gradient descent on modern hardware: multi-core CPU or GPU? synchronous or asynchronous?;two elementary instructions make compare-and-swap;improving strong-scaling of CNN training by exploiting finer-grained parallelism;a scalable clustering-based task scheduler for homogeneous processors using DAG partitioning;an approach for parallel loading and pre-processing of unstructured meshes stored in spatially scattered fashion;computation of matrix chain products on parallel machines;optimal placement of in-memory checkpoints under heterogeneous failure likelihoods;and understanding the impact of dynamic power capping on application progress.
The proceedings contain 112 papers. The topics discussed include: an accurate tool for modeling, fingerprinting, comparison, and clustering of parallel applications based on performance counters;SmarTmem: intelligent ...
ISBN:
(纸本)9781728135106
The proceedings contain 112 papers. The topics discussed include: an accurate tool for modeling, fingerprinting, comparison, and clustering of parallel applications based on performance counters;SmarTmem: intelligent management of transcendent memory in a virtualized server;data reliability and redundancy optimization of a secure multi-cloud storage under uncertainty of errors and falsifications;a portable GPU framework for SNP comparisons;towards a methodology for benchmarking edge processing frameworks;a fast local algorithm for track reconstruction on parallel architectures;towards native execution of deep learning on a leadership-class hpc system;improving robustness of heterogeneous serverless computing systems via probabilistic task pruning;and influence of tasks duration variability on task-based runtime schedulers.
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