The proceedings contain 83 papers. The topics discussed include: modelling asynchronous systems using probability distribution functions;evaluating the cache architecture of multicore processors;exploiting wiring reso...
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ISBN:
(纸本)0769530893
The proceedings contain 83 papers. The topics discussed include: modelling asynchronous systems using probability distribution functions;evaluating the cache architecture of multicore processors;exploiting wiring resources on interconnection network: increasing path diversity;link characterization of conflicts in log-based transactional memory (LogTM);MEANS: a micro-thrEad architecture for network server;type safe algorithmic skeletons;behavioral skeletons in GCM: autonomic management of grid components;a transformation framework for communicating multiprocessor-tasks;processor-oblivious parallel stream computations;autonomic management for grid applications;efficient global pointers with spontaneous process migration;and performance evaluation and optimization of parallel grid computing applications.
The proceedings contain 88 papers. The topics discussed include: job scheduling with license reservation: a semantic approach;a deadline satisfaction enhanced workflow scheduling algorithm;distributed load balancing f...
ISBN:
(纸本)9780769543284
The proceedings contain 88 papers. The topics discussed include: job scheduling with license reservation: a semantic approach;a deadline satisfaction enhanced workflow scheduling algorithm;distributed load balancing for parallel agent-based simulations;a failure handling framework for distributed data mining services on the grid;balancing workloads of servers maintaining scalable distributed data structures;high performance matrix inversion on a multi-core platform with several GPUs;parallization of adaboost algorithm through hybrid MPI/OpenMP and transactional memory;scaleable sparse matrix-vector multiplication with functional memory and GPUs;accelerating parameter sweep applications using CUDA;FFT implementation on a streaming architecture;and multi-core desktop processors make possible real-time electron tomography.
The proceedings contain 114 papers. The topics discussed include: a generic learning multi-agent-system approach for spatio-temporal-, thermal- and energy-aware scheduling;a unified programming model for time- and dat...
ISBN:
(纸本)9781538649756
The proceedings contain 114 papers. The topics discussed include: a generic learning multi-agent-system approach for spatio-temporal-, thermal- and energy-aware scheduling;a unified programming model for time- and data-driven embedded applications;an improved one-to-all broadcasting in higher dimensional Eisenstein-Jacobi networks;collective I/O performance on the Santos Dumont supercomputer;context-aware optimization for energy-efficient and QoS wireless body area networks with human dynamics;developing and using a geometric multigrid, unstructured grid mini-application to assess many-core architectures;and divisible load scheduling of image processing applications on the heterogeneous star network using a new genetic algorithm.
The proceedings contain 90 papers. The topics discussed include: allocation of clients to multiple servers on large scale heterogeneous platforms;malleable-lab: a tool for evaluating adaptive online schedulers on mall...
ISBN:
(纸本)9780769539393
The proceedings contain 90 papers. The topics discussed include: allocation of clients to multiple servers on large scale heterogeneous platforms;malleable-lab: a tool for evaluating adaptive online schedulers on malleable jobs;DAG scheduling using a lookahead variant of the heterogeneous earliest finish time algorithm;grid scheduling based on collaborative random early detection strategies;a scalable and early congestion management mechanism for MINs;adaptive management of shared resource pools with decentralized optimization and epidemics;FT-DRB: a method for tolerating dynamic faults in high-speed interconnection networks;evaluation of a massively parallel architecture for network security applications;a performance tuning strategy for complex parallel application;a polynomial algorithm to prove deadlock-freeness of wormhole networks;a graph clustering approach to computing network coordinates;and RASM: a reliable algorithm for scalable multicast.
The proceedings contain 49 papers. The topics discussed include: performance analysis and benchmarking of a temperature downscaling deep learning model;an auto-tuning method for high-bandwidth low-latency approximate ...
ISBN:
(纸本)9798350337631
The proceedings contain 49 papers. The topics discussed include: performance analysis and benchmarking of a temperature downscaling deep learning model;an auto-tuning method for high-bandwidth low-latency approximate interconnection networks;a highly scalable high-performance Lagrangian transport and diffusion model for marine pollutants assessment;summarizing task-based applications behavior over many nodes through progression clustering;revisiting self-adaptation for efficient decision-making at run-time in parallel executions;priority-aware inter-server receive side scaling;AMG preconditioners based on parallel hybrid coarsening and multi-objective graph matching;dynamic resource partitioning for multi-tenant systolic array based DNN accelerator;improving inference time in multi-TPU systems with profiled model segmentation;a tamper-resistant storage framework for smart grid security;and content-aware auto-scaling of stream processing applications on container orchestration platforms.
The proceedings contain 114 papers. The topics discussed include: a monitoring system for runtime adaptations of streaming applications;a weighted fat-tree routing algorithm for efficient load-balancing in Infini band...
ISBN:
(纸本)9781479984909
The proceedings contain 114 papers. The topics discussed include: a monitoring system for runtime adaptations of streaming applications;a weighted fat-tree routing algorithm for efficient load-balancing in Infini band enterprise clusters;XORAdap: a HoL-blocking aware adaptive routing algorithm;extending a peer-based coordination model with composable design patterns;application-agnostic framework for improving the energy efficiency of multiple HPC subsystems;selecting points of interest in traces using patterns of events;cost estimation of parallel constrained producer-consumer algorithms;NanoCheckpoints: a task-based asynchronous dataflow framework for efficient and scalable checkpoint/restart;a vector implementation of Gaussian elimination over GF(2): exploring the design-space of Strassen's algorithm as a case s;enhancing and evaluating the configuration capability of a skeleton for irregular computations;and a hybrid parallel implementation of model selection for support vector machines.
The proceedings contain 123 papers. The topics discussed include: row key designs of NoSQL database tables and their impact on write performance;DKPN: a composite dataflow/Kahn process networks execution model;black-b...
ISBN:
(纸本)9781467387750
The proceedings contain 123 papers. The topics discussed include: row key designs of NoSQL database tables and their impact on write performance;DKPN: a composite dataflow/Kahn process networks execution model;black-box optimization of Hadoop parameters using derivative-free optimization;QuLa: service selection and forwarding table population in service-centric networking using real-life topologies;HPSVM: heterogeneous parallel SVM with factorization based IPM algorithm on CPU-GPU cluster;bio-inspired call-stack reconstruction for performance;RGBCC: a new congestion control mechanism for InfiniBand;a time synchronization protocol for modular robots;exploring parallel implementations of the Bayesian probabilistic matrix factorization;massively concurrent red-black trees with hardware transactional memory;stochastic thermal control of a multicore real-time system;a hybrid load-balancing solution for s4 stream processing systems;and a cluster-based method to detect and correct anomalies in sensor data.
The proceedings contain 111 papers. The topics discussed include: on partitioning two dimensional finite difference meshes for distributed memory parallel computers;coordinated cooperative work using undependable proc...
ISBN:
(纸本)9781479927289
The proceedings contain 111 papers. The topics discussed include: on partitioning two dimensional finite difference meshes for distributed memory parallel computers;coordinated cooperative work using undependable processors with unreliable broadcast;agricultural reform: more efficient farming using advanced parallel refactoring tools;. the multi-level communication: minimal deadlock-free and storage efficient routing for Torus networks;dynamic feature selection for machine-learning based concurrency regulation in STM;an efficient barrier implementation for OpenMP-like parallelism on the Intel SCC;evaluating the impact of transactional characteristics on the performance of transactional memory applications;scalable parallel I/O on a blue gene/Q supercomputer using compression, topology-aware data aggregation, and subfiling;and EagleMacaw: a dual-tree replication protocol for efficient and reliable P2P media streaming.
The proceedings contain 77 papers. The topics discussed include: performance modeling of scientific applications: scalability analysis of LAPW0;supporting the memory system evaluation with a monitor simulator;an accel...
ISBN:
(纸本)0769518753
The proceedings contain 77 papers. The topics discussed include: performance modeling of scientific applications: scalability analysis of LAPW0;supporting the memory system evaluation with a monitor simulator;an accelerator for double precision floating point operations;communication on the fly and program execution control in a system of dynamically configurable SMP clusters;a parallel and fault tolerant file system based on NFS servers;an adaptive multi-module cache with hardware prefetching mechanism for multimedia applications;a fuzzy adaptive request distribution algorithm for cluster-based web systems;broken edges and dimension exchange algorithms on hypercube topology;a scalable plane-based broadcast algorithm for 3D-mesh networks;and routing tree construction for interconnection networks with irregular topologies.
The proceedings contain 43 papers. The topics discussed include: building representative and balanced datasets of OpenMP parallel regions;oneAPI for GPUs and FPGAs: portability, yes!, performance portability, not quit...
ISBN:
(纸本)9781665414555
The proceedings contain 43 papers. The topics discussed include: building representative and balanced datasets of OpenMP parallel regions;oneAPI for GPUs and FPGAs: portability, yes!, performance portability, not quite;attack surface assessment for cybersecurity engineering in the automotive domain;a compact encoding of security logs for high performance activity detection;a federated content distribution system to build health data synchronization services;nonblocking data structures for distributed-memory machines: stacks as an example;bucket MapReduce: relieving the disk I/O intensity of data-intensive applications in MapReduce frameworks;an efficient practical non-blocking pagerank algorithm for large scale graphs;parallel asynchronous stochastic dual coordinate descent algorithm s for high efficiency and stable convergence;and a synchronized and dynamic distributed graph structure to allow the native distribution of multi-agent system simulations.
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