The proceedings contain 10 papers. The topics discussed include: scaling parallel 3-D FFT with non-blocking MPI collectives;exploiting data representation for fault tolerance;VCube: a provably scalable distributed dia...
ISBN:
(纸本)9781479975624
The proceedings contain 10 papers. The topics discussed include: scaling parallel 3-D FFT with non-blocking MPI collectives;exploiting data representation for fault tolerance;VCube: a provably scalable distributed diagnosis algorithm;TX: algorithmic energy saving for distributed dense matrix factorizations;CholeskyQR2: a simple and communication-avoiding algorithm for computing a tall-skinny qr factorization on a large-scale parallel system;deflation strategies to improve the convergence of communication-avoiding GMRES;a framework for parallel genetic algorithms for distributed memory architectures;the anatomy of Mr. Scan: a dissection of performance of an extreme scale GPU-based clustering algorithm;performance and portability with OpenCL for throughput-oriented HPC workloads across accelerators, coprocessors, and multicore processors;and a hierarchical tridiagonal system solver for heterogenous supercomputers.
The proceedings contain 7 papers. The topics discussed include: productive and performant generic lossy data compression with LibPressio;mitigating catastrophic forgetting in deep learning in a streaming setting using...
ISBN:
(纸本)9781728186726
The proceedings contain 7 papers. The topics discussed include: productive and performant generic lossy data compression with LibPressio;mitigating catastrophic forgetting in deep learning in a streaming setting using historical summary;PyParSVD: a streaming, distributed and randomized singular-value-decomposition library;unbalanced parallel I/O: an often-neglected side effect of lossy scientific data compression;TributaryPCA: distributed, streaming PCA for in situ dimension reduction with application to space weather simulations;understanding effectiveness of multi-error-bounded lossy compression for preserving ranges of interest in scientific analysis;and exploring lossy compressibility through statistical correlations of scientific datasets.
The proceedings contain 26 papers. The topics discussed include: identifying the missing tags in a large RFID system;the intrusion detection in mobile sensor network;security-capacity trade-off in large wireless netwo...
ISBN:
(纸本)9781450301831
The proceedings contain 26 papers. The topics discussed include: identifying the missing tags in a large RFID system;the intrusion detection in mobile sensor network;security-capacity trade-off in large wireless networks using keyless secrecy;utility-optimal scheduling in time-varying wireless networks with delay constraints;longest-queue-first scheduling under SINR interference model;distributed rate control and contention resolution in multi-cell IEEE 802.11 WLANs with hidden terminals;fine-grained mobility characterization: steady and transient state behaviors;detecting intra-room mobility with signal strength descriptors;mobility: a double-edged sword for HSPA networks: a large-scale test on Hong Kong mobile HSPA networks;globs in the primordial soup: the emergence of connected crowds in mobile wireless networks;and fading-resistant low-latency broadcasts in wireless multihop networks: the probabilistic cooperation diversity approach.
The proceedings contain 8 papers. The topics discussed include: distributed memory futures for compile-time, deterministic-by-default concurrency in distributed C++ applications;design of data management for multi SPM...
ISBN:
(纸本)9781728101781
The proceedings contain 8 papers. The topics discussed include: distributed memory futures for compile-time, deterministic-by-default concurrency in distributed C++ applications;design of data management for multi SPMD workflow programming model;integration of CUDA processing within the C++ library for parallelism and concurrency (HPX);automatic generation of high-order finite-difference code with temporal blocking for extreme-scale many-core systems;asynchronous execution of python code on task-based runtime systems;a unified runtime for PGAS and event-driven programming;portable and reusable deep learning infrastructure with containers to accelerate cancer studies;and analysis of explicit vs. implicit tasking in OpenMP using Kripke.
The proceedings contain 84 papers. The topics discussed include: impact of NUMA effects on high-speed networking with multi-opteron machines;an ensemble method using hybrid real-coded genetic algorithm with pruning (H...
The proceedings contain 84 papers. The topics discussed include: impact of NUMA effects on high-speed networking with multi-opteron machines;an ensemble method using hybrid real-coded genetic algorithm with pruning (HRGA/P R);P2P video broadcast based on per-peer transcoding and its evaluation on planetlab;dynamic modification of wireless multihop transmission route in message-by-message manner for shorter transmission delay;an efficient partitioning and scheduling algorithm for streaming applications on FPGA with resource constraint;associativity-based adaptive weighted clustering for large-scale mobile ad hoc networks;directional node-disjoint multipath routing in wireless ad hoc network;toward more parallel frequent itemset mining algorithms;schedulability of aperiodic tasks in hybrid process model;GRID-enabled ensemble subsurface modeling;and parallel double divide and conquer and its evaluation on a super computer.
The proceedings contain 65 papers. The special focus in this conference is on Collaborative computing: networking, Applications and Worksharing. The topics include: A Human-Machine Collaborative Detection Model for Id...
ISBN:
(纸本)9783030009151
The proceedings contain 65 papers. The special focus in this conference is on Collaborative computing: networking, Applications and Worksharing. The topics include: A Human-Machine Collaborative Detection Model for Identifying Web Attacks;a Reinforcement Learning Based Workflow Application Scheduling Approach in Dynamic Cloud Environment;p-Faster R-CNN Algorithm for Food Detection;PUED: A Social Spammer Detection Method Based on PU Learning and Ensemble Learning;position vs. Attitude: How Topological Factors Influence Our Difference in the Attitudes on Online Interrelationships? A Case Study with Language Use;route-Oriented Participants Recruitment in Collaborative Crowdsensing;management Node Selection Based on Cloud Model in a distributed Network;CNTE: A Node Centrality-Based Network Trust Evaluation Method;minimum Cost Load Migration in distributed Software Defined Networks;collaborative and Green Resource Allocation in 5G HetNet with Renewable Energy;hybrid-Aware Collaborative Multipath Communications for Heterogeneous Vehicular Networks;RETaIL: A Machine Learning-Based Item-Level Localization System in Retail Environment;a Point of Interest Recommendation Approach by Fusing Geographical and Reputation Influence on Location Based Social Networks;an Electricity Power Collection Data Oriented Missing Data Imputation Solution;curve-Registration-Based Feature Extraction for Predictive Maintenance of Industrial Equipment;predicting Next Points of Interests Based on a Markov Model;A Topology-Aware Reliable Broadcast Scheme for Multidimensional VANET Scenarios;MAC-ILoc: Multiple Antennas Cooperation Based Indoor Localization Using Cylindrical Antenna Arrays;easing Traffic Congestion: An Improved Clustering Method for Sharing Bike Station Deployment;sensor Data Classification for the Indication of Lameness in Sheep;On Cost Efficient Dataflow computing Program Deployment in SDN Managed distributedcomputing Environment.
The proceedings contain 7 papers. The topics discussed include: communication quantization for data-parallel training of deep neural networks;performance-portable autotuning of OpenCL kernels for convolutional layers ...
ISBN:
(纸本)9781509038824
The proceedings contain 7 papers. The topics discussed include: communication quantization for data-parallel training of deep neural networks;performance-portable autotuning of OpenCL kernels for convolutional layers of deep neural networks;distributed training of deep neural networks: theoretical and practical limits of parallel scalability;a scalable parallel q-learning algorithm for resource constrained decentralized computing environments;parallel evolutionary optimization for neuromorphic network training;a study of complex deep learning networks on high performance, neuromorphic, and quantum computers;and practical efficiency of asynchronous stochastic gradient descent.
The proceedings contain 10 papers. The topics discussed include: case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources;evaluation of two topology-aware heuristics...
ISBN:
(纸本)9781665483889
The proceedings contain 10 papers. The topics discussed include: case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources;evaluation of two topology-aware heuristics on level-3 BLAS library for multi-gpu platforms;optimization of asynchronous communication operations through eager notifications;the case for an interwoven parallel hardware/software stack;evaluating multi-level checkpointing for distributed deep neural network training;and multi-tenancy management and zero downtime upgrades using cray-HPE shasta supercomputers.
The proceedings contain 8 papers. The topics discussed include: enabling python to execute efficiently in heterogeneous distributed infrastructures with PyCOMPSs;efficient pattern matching in python;real-time financia...
ISBN:
(纸本)9781450354806
The proceedings contain 8 papers. The topics discussed include: enabling python to execute efficiently in heterogeneous distributed infrastructures with PyCOMPSs;efficient pattern matching in python;real-time financial risk measurement of dynamic complex portfolios with Python and PyOpenCL;Python in the NERSC exascale science applications program for data;real-time thermal medium-based breathing analysis with Python;GPUMap: a transparently GPU-accelerated Python map function;nbodykit: a Python toolkit for cosmology simulations and data analysis on parallel HPC systems;and Python and HPC for high energy physics data analyses.
The proceedings contain 7 papers. The topics discussed include: PPL: an abstract runtime system for hybrid parallel programming;ACPdl: data-structure and global memory allocator library over a thin PGAS-layer;fault to...
ISBN:
(纸本)9781450339964
The proceedings contain 7 papers. The topics discussed include: PPL: an abstract runtime system for hybrid parallel programming;ACPdl: data-structure and global memory allocator library over a thin PGAS-layer;fault tolerance features of a new multi-SPMD programming/execution environment;higher-level parallelization for local and distributed asynchronous task-based programming;the scalable petascale data-driven approach for the Cholesky factorization with multiple GPUs;hyper-Q-aware intranode MPI collectives on the GPU;and task characterization-driven scheduling of multiple applications in a task-based runtime.
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