The proceedings contain 461 papers. The topics discussed include: how to make discretionary access control secure against trojan horses;random number generation for serial, parallel, distributed, and grid-based financ...
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ISBN:
(纸本)9781424416943
The proceedings contain 461 papers. The topics discussed include: how to make discretionary access control secure against trojan horses;random number generation for serial, parallel, distributed, and grid-based financial computations;mobility control schemes with quick convergence in wireless sensor networks;design and implementation of a tool for modeling and programming deadlock free meta-pipeline applications;analytic performance models for bounded queuing systems;on the construction of paired many-to-many disjoint path covers in hypercube-like interconnection networks with faulty elements;a scalable configurable architecture for the massively parallel GCA model;state management for distributed python applications;a fault-tolerant system for Java/CORBA objects;and improving data availability for a cluster file system through replication.
The proceedings contain 210 papers. The topics discussed include: towards a green, QoS-enabled heterogeneous cloud infrastructure;predicting job completion time in heterogeneous MapReduce environments;minimizing renta...
ISBN:
(纸本)9781509021406
The proceedings contain 210 papers. The topics discussed include: towards a green, QoS-enabled heterogeneous cloud infrastructure;predicting job completion time in heterogeneous MapReduce environments;minimizing rental cost for multiple recipe applications in the cloud;providing fairness in heterogeneous multicores with a predictive, adaptive scheduler;dynamic resource management for parallel tasks in an oversubscribed energy-constrained heterogeneous environment;evaluation of emerging energy-efficient heterogeneous computing platforms for biomolecular and cellular simulation workloads;latency, power, and security optimization in distributed reconfigurable embedded systems;and a reconfigurable fixed-point architecture for adaptive beamforming.
The proceedings contain 109 papers. The topics discussed include: balanced coloring for parallel computing applications;high-performance graph analytics on manycore processors;scalable community detection with the Lou...
ISBN:
(纸本)9781479986484
The proceedings contain 109 papers. The topics discussed include: balanced coloring for parallel computing applications;high-performance graph analytics on manycore processors;scalable community detection with the Louvain algorithm;cooperative computing for autonomous data centers;divide and conquer symmetric tridiagonal eigensolver for multicore architectures;contention-based nonminimal adaptive routing in high-radix networks;identifying the culprits behind network congestion;embedding nonblocking multicast virtual networks in fat-tree data centers;cashmere: heterogeneous many-core computing;a scheduling and runtime framework for a cluster of heterogeneous machines with multiple accelerators;hierarchical DAG scheduling for hybrid distributed systems;pushing the performance envelope of modular exponentiation across multiple generations of GPUs;and addressing fairness in SMT multicores with a progress-aware scheduler.
The proceedings contain 113 papers. The topics discussed include: optimizing parallel graph connectivity computation via subgraph sampling;a parallel algorithm for Bayesian network inference using arithmetic circuits;...
ISBN:
(纸本)9781538643686
The proceedings contain 113 papers. The topics discussed include: optimizing parallel graph connectivity computation via subgraph sampling;a parallel algorithm for Bayesian network inference using arithmetic circuits;cataloging the visible universe through Bayesian inference at petascale;efficient, parallel at-scale correlation analysis for atom probe tomography on hybrid architectures;a fast and massively-parallel inverse solver for multiple-scattering tomographic image reconstruction;real-time massively distributed multi-object adaptive optics simulations for the European extremely large telescope;performance isolation of data-intensive scale-out applications in a multi-tenant cloud;scalable data resilience for in-memory data staging;and performance and scalability of lightweight multi-kernel based operating systems.
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 116 papers. The topics discussed include: parallel construction of suffix trees and the all-nearest-smaller-values problem;SWhybrid: a hybrid-parallel framework for large-scale protein sequence...
ISBN:
(纸本)9781538639146
The proceedings contain 116 papers. The topics discussed include: parallel construction of suffix trees and the all-nearest-smaller-values problem;SWhybrid: a hybrid-parallel framework for large-scale protein sequence database search;PUNAS: a parallel ungapped-alignment-featured seed verification algorithm for next-generation sequencing read alignment;eliminating irregularities of protein sequence search on multicore architectures;communication optimization on GPU: a case study of sequence alignment algorithms;elastic-cache: GPU cache architecture for efficient fine- and coarse-grained cache-line management;content-aware non-volatile cache replacement;and adaptive software caching for efficient NVRAM data persistence.
The proceedings contain 114 papers. The topics discussed include: cost-optimal execution of Boolean query trees with shared streams;exploiting geometric partitioning in task mapping for parallel computers;communicatio...
ISBN:
(纸本)9780769552071
The proceedings contain 114 papers. The topics discussed include: cost-optimal execution of Boolean query trees with shared streams;exploiting geometric partitioning in task mapping for parallel computers;communication-efficient distributed variance monitoring and outlier detection for multivariate time series;pythia: faster big data in motion through predictive software-defined network optimization at runtime;power and performance characterization and modeling of GPU-accelerated systems;scibox: online sharing of scientific data via the cloud;active measurement of the impact of network switch utilization on application performance;multi-resource real-time reader/writer locks for multiprocessors;remote invalidation: optimizing the critical path of memory transactions;and revisiting asynchronous linear solvers: provable convergence rate through randomization.
The proceedings contain 112 papers. The topics discussed include: power-aware replica placement and update strategies in tree networks;minimum cost resource allocation for meeting job requirements;power and performanc...
ISBN:
(纸本)9780769543857
The proceedings contain 112 papers. The topics discussed include: power-aware replica placement and update strategies in tree networks;minimum cost resource allocation for meeting job requirements;power and performance management in priority-type cluster computing systems;communication-avoiding QR decomposition for GPU;overlapping computation and communication for advection on hybrid parallel computers;VisIO: enabling interactive visualization of ultra-scale, time series data via high-bandwidth distributed I/O systems;a novel power management for CMP systems in data-intensive environment;characterization of system services and their performance impact in multi-core nodes;automatic recognition of performance idioms in scientific applications;exploiting data similarity to reduce memory footprints;the evaluation of an effective out-of-core run-time system in the context of parallel mesh generation;and a lightweight method for automated design of convergence.
The proceedings contain 317 papers. The topics discussed include: HSDP: accelerating large-scale model training via efficient sharded data parallelism;multilevel load balancing algorithm for domestic heterogeneous man...
ISBN:
(纸本)9798331509712
The proceedings contain 317 papers. The topics discussed include: HSDP: accelerating large-scale model training via efficient sharded data parallelism;multilevel load balancing algorithm for domestic heterogeneous manycore architecture;fast distributed polynomial multiplication algorithm for lattice-based cryptographic decryption in blockchain systems;carbon-aware distributed energy management for data center microgrids based on blockchain;distributed energy management for carbon neutral data centers;MTRP: a high-performance cost-efficient buffering scheme for multi-tenant cloud services;a diffusion-mamba approach with boundary sampling for imbalanced classification;a two-phase encrypted traffic classification scheme in programmable data plane;and a sorted and dynamic graph storage system of the hybrid memory architecture.
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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