the proceedings contain 62 papers. the topics discussed include: evaluating built-in ECC of FPGA on-chip memories for the mitigation of undervolting faults;parallel computing in deep learning: bioinformatics case stud...
ISBN:
(纸本)9781728116440
the proceedings contain 62 papers. the topics discussed include: evaluating built-in ECC of FPGA on-chip memories for the mitigation of undervolting faults;parallel computing in deep learning: bioinformatics case studies;bloom filter cascade application to SQL query implementation on spark;pragma-oriented parallelization of the direct sparse odometry SLAM algorithm;analyzing the impact of operating system activity of different Linux distributions in a distributed environment;optimizing the ceph distributed file system for high performance computing;and tuning genetic algorithms for resource provisioning and scheduling in uncertain cloud environments: challenges and findings.
the proceedings contain 42 papers. the topics discussed include: an efficient compilation of coarse-grained reconfigurable architectures utilizing pre-optimized sub-graph mappings;evaluating micro-batch and data frequ...
ISBN:
(纸本)9781665469586
the proceedings contain 42 papers. the topics discussed include: an efficient compilation of coarse-grained reconfigurable architectures utilizing pre-optimized sub-graph mappings;evaluating micro-batch and data frequency for stream processing applications on multi-cores;a parallel approximation algorithm for the steiner forest problem;exploiting vector extensions to accelerate time series analysis;a neural network to estimate isolated performance from multi-program execution;a heuristic for constructing minimum average stretch spanning tree using betweenness centrality;accelerating distributed deep reinforcement learning by in-network experience sampling;parallel integer multiplication;advancing database system operators with near-data processing;and clustering datasets in cloud computing environment for user identification.
the proceedings contain 67 papers. the topics discussed include: windsurfing with APPA: automating computational fluid dynamics simulations of wind flow using cloud computing;parallel comparison of huge DNA sequences ...
ISBN:
(纸本)9781728165820
the proceedings contain 67 papers. the topics discussed include: windsurfing with APPA: automating computational fluid dynamics simulations of wind flow using cloud computing;parallel comparison of huge DNA sequences in multiple GPUs with block pruning;accelerating deep learning using multiple GPUs and FPGA-based 10GbE switch;adaptive load balancing based on machine learning for iterative parallel applications;switching at flit level: a congestion efficient flow control strategy for network-on-chip;robustness and energy-elasticity of crown schedules for sets of parallelizable tasks on many-core systems with DVFS;and scalable parallel genetic algorithm for solving large integer linear programming models derived from behavioral synthesis.
the proceedings contain 87 papers. the topics discussed include: context map for navigating the physical world;robust and tuneable family of gossiping algorithms;efficiency-aware Jobs allocation for e-Science environm...
ISBN:
(纸本)9780769546339
the proceedings contain 87 papers. the topics discussed include: context map for navigating the physical world;robust and tuneable family of gossiping algorithms;efficiency-aware Jobs allocation for e-Science environments;performance evaluations of a BSP algorithm for state space construction of security protocols;a dynamic deadlock detection/resolution algorithm with linear message complexity;a dynamic distributed algorithm for read write locks;locality-aware dynamic mapping for multithreaded applications;interaction list compression in large parallel particle simulations on multicore systems;a federated data zone for the arts and humanities;bit rate reduction video transcoding withdistributed computing;LAMBDA-the LSDF execution framework for data intensive applications;and dynamic serialization: improving energy consumption in eager-eager.
the proceedings contain 90 papers. the topics discussed include: cloud storage cost modeling for cryptographic file systems;high performance I/O for seismic wave propagation simulations;modeling low power compute clus...
ISBN:
(纸本)9781509060580
the proceedings contain 90 papers. the topics discussed include: cloud storage cost modeling for cryptographic file systems;high performance I/O for seismic wave propagation simulations;modeling low power compute clusters for cloud simulation;MERCURY: a transparent guided I/O framework for high performance I/O stacks;parallel satisfiability solver based on hybrid partitioning method;elastic scaling for distributed latency-sensitive data stream operators;parallelization of machine learning applied to call graphs of binaries for malware detection;fault-tolerant parallel execution of workflows with deadlines;and a rapid data communication exploration tool for Hybrid CPU-FPGA architectures.
the proceedings contain 69 papers. the topics discussed include: using grids for exploiting data abundance in science;optimal kernels to optimal solutions: algorithm and software issues in solver development;a new par...
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ISBN:
(纸本)0769527841
the proceedings contain 69 papers. the topics discussed include: using grids for exploiting data abundance in science;optimal kernels to optimal solutions: algorithm and software issues in solver development;a new parallel arrangement algorithm based on odd-even merge sort;improving search in peer-to-peer literature sharing systems via semantic small world;boosting Ethernet performance by segment-based routing;activity pre-scheduling in grid workflows;a performance model for stream-based computations;a hierarchical radiosity method with scene distribution;a tool for the expression of failure detection protocols;the cost of security in skeletal systems;automatic analysis of control flow in web services composition processes;parallel detection of targets in hyperspectral images using heterogeneous networks of workstations;and a distributed data gathering algorithm for wireless sensor networks with uniform architecture.
the proceedings contain 62 papers. the topics discussed include: solving bicriterion optimization problems by parallel simulated annealing;multiprocessing of anisotropic nonlinear diffusion for filtering 3D images;dyn...
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ISBN:
(纸本)076952513X
the proceedings contain 62 papers. the topics discussed include: solving bicriterion optimization problems by parallel simulated annealing;multiprocessing of anisotropic nonlinear diffusion for filtering 3D images;dynamic out of core join processing in symmetric multiprocessors;a hierarchical consensus protocol for mobile ad hoc networks;impact of coprocessors on a multithreaded processor design using prioritized threads;a decentralized storage cluster with high reliability and flexibility;load balancing in a parallel dynamic programming multi-method applied 0-1 Knapsack Problem;optimal detection and resolution of the distributed deadlocks in the generalized model;influence of adaptive data layouts on performance in dynamically changing storage environments;a distributed query structure to explore random mappings in parallel;and scheduling programs with conditional branches for look-ahead dynamically reconfigurable systems.
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 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.
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