This paper explores parallelism performance for C, C++, Go, Java, Julia, and Rust on N-body simulations. We begin with a basic O(N2) simulation for each language based on the n-body benchmark in the Benchmark Game. Th...
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The proceedings contain 40 papers. The special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. The topics include: Edge-Gateway Intrusion Detection for Smart Home;ener...
ISBN:
(纸本)9783031299261
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. The topics include: Edge-Gateway Intrusion Detection for Smart Home;energy-Delay Tradeoff in parallel Task Allocation and Execution for Autonomous Platooning Applications;a Reservation-Based List Scheduling for Embedded Systems with Memory Constraints;Formalization and Verification of SIP Using CSP;Towards a Blockchain and Fog-Based Proactive Data Distribution Framework for ICN;research on User Influence Weighted Scoring Algorithm Incorporating Incentive Mechanism;bloodMan-Chain: A Management of Blood and Its Products Transportation Based on Blockchain Approach;a Systematic Comparison on Prevailing Intrusion Detection Models;enhancing Resolution of Inferring Hi-C Data Integrating U-Net and ResNet Networks;detecting Network Intrusions with Resilient Approaches Based on Convolutional Neural Networks;Multi-GPU Scaling of a Conservative Weakly Compressible Solver for Large-Scale Two-Phase Flow Simulation;analysis of Precision Vectors for Ising-Based Linear Regression;Evaluating and Analyzing Irregular Tree Search in the Tascell and HOPE parallel Programming Languages;distributedparallel Tall-Skinny QR Factorization: Performance Evaluation of Various Algorithms on Various Systems;a Partitioned Memory Architecture with Prefetching for Efficient Video Encoders;a Hardware Trojan Exploiting Coherence Protocol on NoCs;A System-Wide Communication to Couple Multiple MPI Programs for Heterogeneous computing;a Task-parallel Runtime for Heterogeneous Multi-node Vector Systems;Accelerating Radiative Transfer Simulation on NVIDIA GPUs with OpenACC;QR Factorization of Block Low-Rank Matrices on Multi-instance GPU;equivalence Checking of Code Transformation by Numerical and Symbolic Approaches;improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor;MEA: A Framework for Model Chec
The proceedings contain 109 papers. The topics discussed include: an intrusion detection architecture for ad hoc network based on artificial immune system;conditional fault-tolerant hamiltonicity of twisted cubes;cond...
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ISBN:
(纸本)0769527361
The proceedings contain 109 papers. The topics discussed include: an intrusion detection architecture for ad hoc network based on artificial immune system;conditional fault-tolerant hamiltonicity of twisted cubes;conditional fault-tolerant hamiltonicity of star graphs;merging source and shared trees multicast in MPLS networks;java annotated concurrency based on the concurrent package;a high-efficiency vector interpolator using redundant CORDIC arithmetic in power-aware 3D graphics rendering;error-diffusion kernel estimation using least squares;remote sensing images classification/data fusion using distance weighted multiple classifiers systems;image encryption and decryption using SCAN methodology;an attribute-based access control model for web services;administrative usage control model for secure interoperability;an efficient assignment of transmission opportunity in qos guaranteed wireless LAN;and k-MCore for multicasting on mobile ad hoc networks.
The proceedings contain 27 papers. The special focus in this conference is on parallel and distributedcomputing. The topics include: parallelization of the k-means Algorithm in a Spectral Clustering Chain on CPU-GPU ...
ISBN:
(纸本)9783030715922
The proceedings contain 27 papers. The special focus in this conference is on parallel and distributedcomputing. The topics include: parallelization of the k-means Algorithm in a Spectral Clustering Chain on CPU-GPU Platforms;Management of Heterogeneous Cloud Resources with Use of the PPO;An Open-Source Virtualization Layer for CUDA Applications;high Performance Portable Solver for Tridiagonal Toeplitz Systems of Linear Equations;highPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids;Implementation and Evaluation of CUDA-Unified Memory in Numba;Performance Evaluation of Java/PCJ Implementation of parallel Algorithms on the Cloud;parallelizing Automatic Temporal Cognitive Tool for Large-Scale Online Learning Analytics;Experiments Using a Software-distributed Shared Memory, MPI and 0MQ over Heterogeneous computing Resources;ants-Review: A Privacy-Oriented Protocol for Incentivized Open Peer Reviews on Ethereum;on the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models;Improving Existing WMS for Reduced Makespan of Workflows with Lambda;predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks;On the Detection of Silent Data Corruptions in HPC Applications Using Redundant Multi-threading;analysis of Genome Architecture Mapping Data with a Machine Learning and Polymer-Physics-Based Tool;A New parallel Methodology for the Network Analysis of COVID-19 Data;next Generation Blockchain-Based Financial Services;a Digital Voting System for the 21st Century;trustless, Censorship-Resilient and Scalable Votings in the Permission-Based Blockchain Model;p2T: Pay to Transport;Balanced and Compressed Coordinate Layout for the Sparse Matrix-Vector Product on GPUs.
The proceedings contain 6 papers. The topics discussed include: assessing the performance impact of using an active global address space in HPX: a case for AGAS;sequential codelet model of program execution - a super-...
ISBN:
(纸本)9781728159935
The proceedings contain 6 papers. The topics discussed include: assessing the performance impact of using an active global address space in HPX: a case for AGAS;sequential codelet model of program execution - a super-codelet model based on the hierarchical turing machine;ADVERT: an asynchronous runtime for fine-grained network systems;design and evaluation of shared memory communication benchmarks on emerging architectures using MVAPICH2;characterizing the performance of executing many-tasks on summit;and leveraging network-level parallelism with multiple process-endpoints for MPI broadcast.
The proceedings contain 49 papers presendted at a virtual meeting. The special focus in this conference is on parallel and distributedcomputing. The topics include: Data Management Model to Program Irregular Compute ...
ISBN:
(纸本)9783031061554
The proceedings contain 49 papers presendted at a virtual meeting. The special focus in this conference is on parallel and distributedcomputing. The topics include: Data Management Model to Program Irregular Compute Kernels on FPGA: Application to Heterogeneous distributed System;a distributed Game-Theoretic Approach to IaaS Cloud Brokering;continuous Self-adaptation of Control Policies in Automatic Cloud Management;Porting Sparse Linear Algebra to Intel GPUs;low-Overhead Reuse Distance Profiling Tool for Multicore;model-Based Loop Perforation;collaborative, distributed, Scalable and Low-Cost Platform Based on Microservices, Containers, Mobile Devices and Cloud Services to Solve Compute-Intensive Tasks;Scalable Hybrid parallel ILU Preconditioner to Solve Sparse Linear Systems;communication Overlapping Pipelined Conjugate Gradients for distributed Memory Systems and Heterogeneous Architectures;application-Based Fault Tolerance for Numerical Linear Algebra at Large Scale;parallelization and Auto-scheduling of Data Access Queries in ML Workloads;A Low Overhead Tasking Model for OpenMP;memory Efficient Deep Neural Network Training;Interferences Between Communications and Computations in distributed HPC Systems;enabling Support for Zero Copy Semantics in an Asynchronous Task-Based Programming Model;FleCSI 2.0: The Flexible Computational Science Infrastructure Project;An Experimental Study of SYCL Task Graph parallelism for Large-Scale Machine Learning Workloads;understanding the Effect of Task Granularity on Execution Time in Asynchronous Many-Task Runtime Systems;OpenMP Target Task: Tasking and Target Offloading on Heterogeneous Systems;towards Generating Realistic Trace for Simulating Functions-as-a-Service;SMART: A Tool for Trust and Reputation Management in Social Media;SPIRIT: A Microservice-Based Framework for Interactive Cloud Infrastructure Planning;consistency Analysis of distributed Ledgers in Fog-Enhanced Blockchains;parallelizing Automatic Model Management S
The proceedings contain 103 papers. The topics discussed weighted distance grey wolf optimization with immigration operation for global optimization problems;primate swarm algorithm for continuous optimization problem...
ISBN:
(纸本)9781509055043
The proceedings contain 103 papers. The topics discussed weighted distance grey wolf optimization with immigration operation for global optimization problems;primate swarm algorithm for continuous optimization problems;a three-ratio SACRO-based particle swarm optimization with local search scheme for the multidimensional knapsack problem;nature-inspired optimization method : hydrozoan algorithm for solving continuous problems;a scheme of criminal law knowledge acquisition using ontology;medical concept extraction: a comparison of statistical and semantic methods;intelligent integrated coking flue gas indice prediction;text mining and pattern clustering for relation extraction of breast cancer and related genes;knowledge management system for failure analysis in hard disk using case-based reasoning;condensed object representation with corner HOG features for object classification in outdoor scenes;recovering camera motion from points and lines in stereo images: a recursive model-less approach using trifocal tensors;batch-based flash crowd relaxation in cloud-assisted P2P live streaming;an analysis of random forest algorithm based network intrusion detection system;and online tendering and evaluation for public procurement in Tanzania.
The proceedings contain 63 papers. The special focus in this conference is on parallel and distributedcomputing. The topics include: mF2C: The Evolution of Cloud computing Towards an Open and Coordinated Ecosystem of...
ISBN:
(纸本)9783030483395
The proceedings contain 63 papers. The special focus in this conference is on parallel and distributedcomputing. The topics include: mF2C: The Evolution of Cloud computing Towards an Open and Coordinated Ecosystem of Fogs and Clouds;academic Achievement Recognition and Verification Using Blockchain;crypto-Trading. Rechargeable Token-Based Smart Energy Market Enabled by Blockchain and IoT Technology;ethereum Transaction Performance Evaluation Using Test-Nets;blockchain-Based Trusted Cross-organizational Deliveries of Sensor-Equipped Parcels;towards a Trusted Support Platform for the Job Placement Task;blockchain Materialization as a General Purpose Technology: A Research Framework;on Refining Design Patterns for Smart Contracts;dataRaceOnAccelerator – A Micro-benchmark Suite for Evaluating Correctness Tools Targeting Accelerators;Adaptive Crown Scheduling for Streaming Tasks on Many-Core Systems with Discrete DVFS;application Topology Definition and Tasks Mapping for Efficient Use of Heterogeneous Resources;Toward Heterogeneous MPI+MPI Programming: Comparison of OpenMP and MPI Shared Memory Models;multicore Performance Prediction – Comparing Three Recent Approaches in a Case Study;exploiting Historical Data: Pruning Autotuning Spaces and Estimating the Number of Tuning Steps;advancing Automatic Code Generation for Agent-Based Simulations on Heterogeneous Hardware;Optimization of Data-parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution;search-Based Scheduling for parallel Tasks on Heterogeneous Platforms;adaptation of Workflow Application Scheduling Algorithm to Serverless Infrastructure;CCAMP: OpenMP and OpenACC Interoperable Framework;HPC Requirements of High-Fidelity Flow Simulations for Aerodynamic Applications;minimizing Self-adaptation Overhead in parallel Stream Processing for Multi-cores;data-Adapted parallel Merge Sort;In Situ Visualization of Performance-Related Data in parallel CFD Applications;time-Based C
The proceedings contain 49 papers. The special focus in this conference is on . The topics include: SparkEdgeEmu: An Emulation Framework for Edge-Enabled Apache Spark Deployments;ODIN: Overcoming Dynamic Interfer...
ISBN:
(纸本)9783031396977
The proceedings contain 49 papers. The special focus in this conference is on . The topics include: SparkEdgeEmu: An Emulation Framework for Edge-Enabled Apache Spark Deployments;ODIN: Overcoming Dynamic Interference in iNference Pipelines;DAG-Based Efficient parallel Scheduler for Blockchains: Hyperledger Sawtooth as a Case Study;INSTANT: A Runtime Framework to Orchestrate In-Situ Workflows;How Do OS and Application Schedulers Interact? An Investigation with Multithreaded Applications;assessing Power Needs to Run a Workload with Quality of Service on Green Datacenters;improving Utilization of Dataflow Architectures Through Software and Hardware Co-Design;a Multi-level parallel Integer/Floating-Point Arithmetic Architecture for Deep Learning Instructions;lock-Free Bucketized Cuckoo Hashing;perun: Benchmarking Energy Consumption of High-Performance computing Applications;BitHist: A Precision-Scalable Sparse-Awareness DNN Accelerator Based on Bit Slices Products Histogram;computational Storage for an Energy-Efficient Deep Neural Network Training System;Optimizing Data Movement for GPU-Based In-Situ Workflow Using GPUDirect RDMA;FedGM: Heterogeneous Federated Learning via Generative Learning and Mutual Distillation;DeTAR: A Decision Tree-Based Adaptive Routing in Networks-on-Chip;Auto-Divide GNN: Accelerating GNN Training with Subgraph Division;model-Agnostic Federated Learning;scalable Random Forest with Data-parallelcomputing;SymED: Adaptive and Online Symbolic Representation of Data on the Edge;MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits;Extending OpenSHMEM with Aggregation Support for Improved Message Rate Performance;distributed Deep Multilevel Graph Partitioning;TrainBF: High-Performance DNN Training Engine Using BFloat16 on AI Accelerators;distributed k-Means with Outliers in General Metrics;a parallel Scan Algorithm in the Tensor Core Unit Model;improved Algorithms for Monotone Moldable Job Scheduling Using Compres
The proceedings contain 52 papers. The topics discussed include: improving concurrent write scheme in file server group;a practical comparison of cluster operating systems implementing sequential and transactional con...
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ISBN:
(纸本)3540292357
The proceedings contain 52 papers. The topics discussed include: improving concurrent write scheme in file server group;a practical comparison of cluster operating systems implementing sequential and transactional consistency;a recursive-adjustment co-allocation scheme in data grid environments;reducing the bandwidth requirements of P2P keyword indexing;localization techniques for cluster-based data grid;an efficient dynamic load-balancing algorithm in a large scale cluster;job scheduling policy for high throughput grid computing;data distribution strategies for domain decomposition applications in grid environments;and a practical comparison of cluster operating systems implementing sequential and transactional consistency.
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