the proceedings contain 84 papers. the topics discussed include: MMLRU selection function: an output selection function on adaptive routing;optimal broadcasting in injured hypercubes using directed safety levels;impro...
ISBN:
(纸本)9781618395740
the proceedings contain 84 papers. the topics discussed include: MMLRU selection function: an output selection function on adaptive routing;optimal broadcasting in injured hypercubes using directed safety levels;improving tree-based multicasting for wormhole switch-based networks;a group communications facility for reliable computing on clusters;deadlock-free prefix multicasting in irregular networks;multidestination multicast communication based on hierarchical block rings;bandwidth learning in distributed networking environments for global information dissemination;on the treatment of non-functional properties of dynamic distributed software architectures;order-theoretic refinement of infinite stream behaviors;and using path-spectra-based cloning in region-based optimization for instruction-level parallelism.
the proceedings contain 222 papers. the topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving boththrough hardware-aware...
ISBN:
(纸本)9781665435741
the proceedings contain 222 papers. the topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving boththrough hardware-aware quantization and reconfigurable architecture with mixed precision;cmss: collaborative modeling of safety and security requirements for network protocols;FGPA: fine-grained pipelined acceleration for depthwise separable CNN in resource constraint scenarios;Dyacon: JointCloud dynamic access control model of data security based on verifiable credentials;understanding the runtime overheads of deep learning inference on edge devices;and alleviating imbalance in synchronous distributed training of deep neural networks.
the proceedings contain 103 papers. the topics discussed include: an undirected graph traversal based grouping prediction method for data de-duplication;an algorithm of developed imperialist competition for suitable h...
ISBN:
(纸本)9780769550053
the proceedings contain 103 papers. the topics discussed include: an undirected graph traversal based grouping prediction method for data de-duplication;an algorithm of developed imperialist competition for suitable human resource layout;file transfer scheduling optimization using artificial immune system;improve the intelligent consortium agent for SMEs in the plastic market;modeling stock analysts' decision making: an intelligent decision support system;veracity and convincingness: sources of plausibility for decision making and situation management;winner-take-all memetic differential evolution for genetic interaction: parameter identification;e-learning content authentication using bipartite matching;cloud resource provisioning and bursting approaches;a content aggregation using aspect oriented programming;an ensemble approach for cyber attack detection system: a generic framework;and an LBP based key management for secure wireless body area network (WBAN).
the proceedings contain 311 papers. the topics discussed include: a robust image hashing with enhanced randomness by using random walk on zigzag blocking;securing fast learning! ridge regression over encrypted big dat...
ISBN:
(纸本)9781509032051
the proceedings contain 311 papers. the topics discussed include: a robust image hashing with enhanced randomness by using random walk on zigzag blocking;securing fast learning! ridge regression over encrypted big data;computational trust model for repeated trust games;formal analysis of selective disclosure attribute-based credential system in applied Pi calculus;node trust prediction framework in mobile ad hoc networks;trust enhancement over range search for encrypted data;healthcare fraud detection based on trustworthiness of doctors;integrated security for services hosted in virtual environments;a permissioned blockchain framework for supporting instant transaction and dynamic block size;trust validation of cloud IaaS: a customer-centric approach;distributed bitcoin account management;trusted Boolean search on cloud using searchable symmetric encryption;and dynamic attribute-based access control in cloud storage systems.
the proceedings contain 40 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031506833
the proceedings contain 40 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-things Continuum;cormas: the Software for participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC Systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output Systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog computingthrough Postponement;high-Performance Distributed computing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
the proceedings contain 40 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031488023
the proceedings contain 40 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-things Continuum;cormas: the Software for participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC Systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output Systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog computingthrough Postponement;high-Performance Distributed computing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
the proceedings contain 25 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Analysing Supercomputer Nodes Behaviour withthe Latent Representation of...
ISBN:
(纸本)9783031125966
the proceedings contain 25 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: Analysing Supercomputer Nodes Behaviour withthe Latent Representation of Deep Learning Models;Accelerating parallel Operation for Compacting Selected Elements on GPUs;A Methodology to Scale Containerized HPC Infrastructures in the Cloud;cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads;multi-objective Hybrid Autoscaling of Microservices in Kubernetes Clusters;two-Agent Scheduling with Resource Augmentation on Multiple Machines;IP. LSH. DBSCAN : Integrated parallel Density-Based Clustering through Locality-Sensitive Hashing;graphGuess: Approximate Graph Processing System with Adaptive Correction;deterministic parallel Hypergraph partitioning;MARTINI: the Little Match and Replace Tool for Automatic Application Rewriting with Code Examples;OmpSs-2@Cluster: Distributed Memory Execution of Nested OpenMP-style Tasks;Generating Work Efficient Scan Implementations for GPUs the Functional Way;automatic parallelization of Python Programs for Distributed Heterogeneous computing;A Hybrid Piece-Wise Slowdown Model for Concurrent Kernel Execution on GPU;accelerating Brain Simulations withthe Fast Multipole Method;high-Performance Spatial Data Compression for Scientific Applications;accurate Fork-Join Profiling on the Java Virtual Machine;characterization of Different User Behaviors for Demand Response in Data Centers;on-the-Fly Calculation of Model Factors for Multi-paradigm Applications;relative Performance Projection on Arm Architectures;exploring Scheduling Algorithms for parallel Task Graphs: A Modern Game Engine Case Study;Decentralized Online Scheduling of Malleable NP-hard Jobs;A Bi-Criteria FPTAS for Scheduling with Memory Constraints on Graphs with Bounded Tree-Width.
the proceedings contain 189 papers. the special focus in this conference is on Support Tools, Evironments, Performance Evaluation, Prediction and Load Balancing. the topics include: Grid-based asynchronous migration o...
ISBN:
(纸本)9783540679561
the proceedings contain 189 papers. the special focus in this conference is on Support Tools, Evironments, Performance Evaluation, Prediction and Load Balancing. the topics include: Grid-based asynchronous migration of execution context in java virtual machines;visualization and computational steering in heterogeneous computing environments;a web-based finite element meshes partitioner and load balancer;an infrastructure for the construction of memory hierarchy analysis tools;on combining computational differentiation and toolkits for parallel scientific computing;generating parallel program frameworks from parallel design patterns;a callgraph-based search strategy for automated performance diagnosis;automatic performance analysis of MPI applications based on event traces;an extensible environment for visualizing multi-threaded programs executions;a statistical-empirical hybrid approach to hierarchical memory analysis;use of performance technology for the management of distributed systems;delay behavior in domain decomposition applications;automating performance analysis from UML design patterns;integrating automatic techniques in a performance analysis session;the specific cluster operation and performance evaluation benchmark suite;a fast and accurate approach to analyze cache memory behavior;performance prediction of a NAS benchmark program with chronosmix environment;a hierarchical approach to irregular problems;the impact of migration on parallel job scheduling for distributed systems;exploiting knowledge of temporal behaviour in parallel programs for improving distributed mapping;preemptive task scheduling for distributed systems and scheduling trees with large communication delays on two identical processors.
the proceedings contain 27 papers. the special focus in this conference is on parallel and Distributed computing. 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 Distributed computing. 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 39 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: A makespan lower bound for the tiled cholesky factorization based on ALAP schedule;...
ISBN:
(纸本)9783030576745
the proceedings contain 39 papers. the special focus in this conference is on parallel and Distributed computing. the topics include: A makespan lower bound for the tiled cholesky factorization based on ALAP schedule;preface;skipping non-essential instructions makes data-dependence profiling faster;Optimal GPU-CPU offloading strategies for deep neural network training;improving mapping for sparse direct solvers: A trade-off between data locality and load balancing;modelling standard and randomized slimmed folded clos networks;ompMemOpt: Optimized memory movement for heterogeneous computing;Accelerating deep learning inference with cross-layer data reuse on GPUs;Distributed fine-grained traffic speed prediction for large-scale transportation networks based on automatic LSTM customization and sharing;Optimizing FFT-based convolution on ARMv8 multi-core CPUs;maximizing I/O bandwidth for reverse time migration on heterogeneous large-scale systems;TorqueDB: Distributed querying of time-series data from edge-local storage;data-centric distributed computing on networks of mobile devices;a toolchain to verify the parallelization of OmpSs-2 applications;WPSP: A multi-correlated weighted policy for VM selection and migration for cloud computing;LCP-aware parallel string sorting;Mobile RAM and shape formation by programmable particles;approximation algorithm for estimating distances in distributed virtual environments;on the power of randomization in distributed algorithms in dynamic networks with adaptive adversaries;3D coded SUMMA: Communication-efficient and robust parallel matrix multiplication;managing failures in task-based parallel workflows in distributed computing environments;accelerating nested data parallelism: Preserving regularity;using dynamic broadcasts to improve task-based runtime performances;a compression-based design for higher throughput in a lock-free hash map;NV-PhTM: An efficient phase-based transactional system for non-volatile memory.
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