The proceedings contain 19 papers. The topics discussed include: enabling workflow-aware scheduling on HPC systems;parallel stream processing against workload skewness and variance;NICE: network-integrated cluster-eff...
ISBN:
(纸本)9781450346993
The proceedings contain 19 papers. The topics discussed include: enabling workflow-aware scheduling on HPC systems;parallel stream processing against workload skewness and variance;NICE: network-integrated cluster-efficient storage;MaDaTS: managing data on tiered storage for scientific workflows;ArrayUDF: user-defined scientific data analysis on arrays;knor: a NUMA-optimized in-memory, distributed and semi-external-memory k-means library;to push or to pull: on reducing communication and synchronization in graph computations;better safe than sorry: grappling with failures of in-memory data analytics frameworks;LetGo: a lightweight continuous framework for HPC applications under failures;towards a more complete understanding of SDC propagation;COS: a parallel performance model for dynamic variations in processor speed, memory speed, and thread concurrency;explaining wide area data transfer performance;predicting output performance of a petascale supercomputer;TCP throughput profiles using measurements over dedicated connections;IOGP: an incremental online graph partitioning algorithm for distributed graph databases;and machine and application aware partitioning for adaptive mesh refinement applications.
The proceedings contain 12 papers. The special focus in this conference is on Job Scheduling Strategies for parallelprocessing. The topics include: Optimization of Execution Parameters of Moldable Ultrasoun...
ISBN:
(纸本)9783031226977
The proceedings contain 12 papers. The special focus in this conference is on Job Scheduling Strategies for parallelprocessing. The topics include: Optimization of Execution Parameters of Moldable Ultrasound Workflows Under Incomplete Performance Data;Scheduling of Elastic Message Passing applications on HPC Systems;preface;on the Feasibility of Simulation-Driven Portfolio Scheduling for Cyberinfrastructure Runtime Systems;Improving Accuracy of Walltime Estimates in PBS Professional Using Soft Walltimes;re-making the Movie-Making Machine;using Kubernetes in Academic Environment: Problems and Approaches;AI-Job Scheduling on Systems with Renewable Power Sources;Toward Building a Digital Twin of Job Scheduling and Power Management on an HPC System;encoding for Reinforcement Learning Driven Scheduling.
The proceedings contain 179 papers. The special focus in this conference is on Personal Computer Based Networks of Workstations, Advances in parallel, distributed Computational Models and Video processing. The topics ...
ISBN:
(纸本)354067442X
The proceedings contain 179 papers. The special focus in this conference is on Personal Computer Based Networks of Workstations, Advances in parallel, distributed Computational Models and Video processing. The topics include: MPI collective operations over IP multicast;an open market-based architecture for distributed computing;the multicluster model to the integrated use of multiple workstation clusters;parallel information retrieval on an SCI-based pc-now;a pc-now based parallel extension for a sequential DBMS;the heterogeneous bulk synchronous parallel model;a new computation of shape moments via quadtree decomposition;a java applet to visualize algorithms on reconfigurable mesh;a hardware implementation of pram and its performance evaluation;a non-binary parallel arithmetic architecture;multithreaded parallel computer model with performance evaluation;a high performance microprocessor for multimedia computing;a novel superscalar architecture for fast DCT implementation;computing distance maps efficiently using an optical bus;advanced data layout optimization for multimedia applications;parallel parsing of mpeg video in a multi-threaded multiprocessor environment;parallelization techniques for spatial-temporal occupancy maps from multiple video streams;heuristic solutions for a mapping problem in a TV-anytime server network;a programming environment for real-time parallel vision;parallel low-level image processing on a distributed memory system;congestion-free routing of streaming multimedia content in BMIN-based parallel systems;performance of on-chip multiprocessors for vision tasks;specification techniques for automatic performance analysis tools and controlling distributed shared memory consistency from high level programming languages.
The proceedings contain 173 papers. The topics discussed include: portable implementation of advanced driver-assistance algorithms on heterogeneous architectures;improving CPU performance through dynamic GPU access th...
ISBN:
(纸本)9781538634080
The proceedings contain 173 papers. The topics discussed include: portable implementation of advanced driver-assistance algorithms on heterogeneous architectures;improving CPU performance through dynamic GPU access throttling in CPU-GPU heterogeneous processors;alternative processor within threshold: flexible scheduling on heterogeneous systems;preemptive resource management for dynamically arriving tasks in an oversubscribed heterogeneous computing system;modeling of applications and hardware to explore task mapping and scheduling strategies on a heterogeneous micro-server system;consumer-and-provider-oriented efficient IaaS resource allocation;a pipelined and scalable dataflow implementation of convolutional neural networks on FPGA;on-chip memory based binarized convolutional deep neural network applying batch normalization free technique on an FPGA;automatic flow selection and quality-of-result estimation for FPGA placement;exploiting decoupled OpenCL work-items with data dependencies on FPGAs: a case study;ReEP: a toolset for generation and programming of reconfigurable datapaths for event processing;a generic approach to the development of coprocessors for elliptic curve cryptosystems;a hardware acceleration for surface EMG non-negative matrix factorization;and on-FPGA real-time processing of biological signals from high-density MEAs: a design space exploration.
The proceedings contain 34 papers. The topics discussed include: Snapify: capturing snapshots of offload applications on Xeon Phi Manycore processors;transparent checkpoint-restart over infiniband;ConCORD easily explo...
ISBN:
(纸本)9781450327480
The proceedings contain 34 papers. The topics discussed include: Snapify: capturing snapshots of offload applications on Xeon Phi Manycore processors;transparent checkpoint-restart over infiniband;ConCORD easily exploiting memory content redundancy through the content-aware service command;FT-ScaLAPACK: correcting soft errors on-line for ScaLAPACK Cholesky, QR, and LU factorization routines;CMCP: a novel page replacement policy for system level hierarchical memory management on many-cores;TOP-PIM: throughput-oriented programmable processing in memory;improving energy efficiency of embedded DRAM caches for high-end computing systems;OpenARC: open accelerator research compiler for directive-based, efficient heterogeneous computing;MIC-Check: a distributed checkpointing framework for the Intel many integrated cores architecture;efficient task placement and routing of nearest neighbor exchanges in dragonfly networks;and design and evaluation of the GeMTC framework for GPU-enabled many-task computing.
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU me...
ISBN:
(纸本)9798400706424
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU memory utilization for hybrid CPU-GPU offloaded optimizers;high-throughput computing: case study of medical image processingapplications;GWLZ: a group-wise learning-based lossy compression framework for scientific data;towards efficient learning on the computing continuum: advancing dynamic adaptation of federated learning;and Hydra: brokering cloud and HPC resources to support the execution of heterogeneous workloads at scale.
Four of the articles in this special issue were the recipients of the Best Paper Awards at the 2006 internationalparallel and distributedprocessingsymposium (IPDPS). There is one award winner for each of the four t...
详细信息
Four of the articles in this special issue were the recipients of the Best Paper Awards at the 2006 internationalparallel and distributedprocessingsymposium (IPDPS). There is one award winner for each of the four tracks of IPDPS: Algorithms, applications, Architecture, and Software. Although the papers were solicited for this issue, they underwent the same rigorous reviewing process as do all papers submitted to this journal. We are grateful to the authors for submitting their excellent work to this issue, and we offer our heartfelt thanks to the anonymous reviewers of the papers, who selflessly contributed to the quality of this issue.
The following topics are dealt with: signal processing and image processing; network interfaces; scheduling; financial applications, data mining, databases and logic programming; compilation; distributed systems; perf...
The following topics are dealt with: signal processing and image processing; network interfaces; scheduling; financial applications, data mining, databases and logic programming; compilation; distributed systems; performance and benchmarks; distributed systems and middleware; routing; numerical algorithms and applications; communication protocols; scheduling and load balancing; industrial applications; tools and run-time support; computer architecture; scheduling and task allocation; numerical and out-of-core algorithms; algorithms and theory; and task allocation and synchronization.
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID d...
ISBN:
(纸本)9798350329223
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID data communication based on tensor decomposition;HKTGNN: hierarchical knowledge transferable graph neural network-based supply chain risk assessment;DQR-TTS: semi-supervised text-to-speech synthesis with dynamic quantized representation;deep reinforcement learning-based network moving target defense in DPDK;iNUMAlloc: towards intelligent memory allocation for AI accelerators with NUMA;and predictive queue-based low latency congestion detection in data center networks.
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