The proceedings contain 39 papers. The special focus in this conference is on parallel and distributedcomputing. 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 distributedcomputing. 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 distributedcomputing 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 distributedcomputing 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.
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributedcomputing. 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 distributedcomputing. 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 computing Through Postponement;high-Performance distributedcomputing 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 distributedcomputing. 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 distributedcomputing. 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 computing Through Postponement;high-Performance distributedcomputing 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 49 papers. The topics discussed include: deep reinforcement learning offloading for computation cost minimization of wireless powered mobile edge computing;control and intelligent algorithm of ...
ISBN:
(纸本)9798400718168
The proceedings contain 49 papers. The topics discussed include: deep reinforcement learning offloading for computation cost minimization of wireless powered mobile edge computing;control and intelligent algorithm of underwater rescue robot supported by information platform;optimization of production sequencing problem for mixed-flow assembly lines for agricultural vehicle manufacturing considering order evaluation;full life cycle carbon accounting research and analysis for the energy industry;optimization of beer yeast centrifuge separation based on machine learning algorithms;displacement extrapolation method and extended finite element method to calculate stress intensity factor;hybrid prediction model of curtain grouting pressure considering residual correction;and urban waterlogging risk assessment based on fined grid data and multi-source information.
The proceedings contain 73 papers. The topics discussed include: guaranteed scheduling for (m,k)-firm deadline-constrained real-time tasks on multiprocessors;a distributed task migration scheme for mesh-based chip-mul...
ISBN:
(纸本)9780769545646
The proceedings contain 73 papers. The topics discussed include: guaranteed scheduling for (m,k)-firm deadline-constrained real-time tasks on multiprocessors;a distributed task migration scheme for mesh-based chip-multiprocessors;jMigBSP: object migration and asynchronous one-sided communication for BSP applications;a social network-based information dissemination scheme;XunleiProbe: a sensitive and accurate probing on a large-scale P2SP system;data flow error recovery with checkpointing and instruction-level fault tolerance;an experimental study on memory allocators in multicore and multithreaded applications;efficient hierarchical agglomerative clustering algorithms on GPU using data partitioning;the multidimensional scaling and barycentric coordinates based distributed localization in wireless sensor networks;fast estimation of Gaussian mixture model parameters on GPU using CUDA;and optimizing web browser on many-core architectures.
The proceedings contain 68 papers. The topics discussed include: study on the relation between image recognition and art counsel using deep learning;changes in marketing brought by AI;the impact of capital structure o...
ISBN:
(纸本)9780738125510
The proceedings contain 68 papers. The topics discussed include: study on the relation between image recognition and art counsel using deep learning;changes in marketing brought by AI;the impact of capital structure on the profitability efficiency of ICT firms;a study on the change in service quality in the era of the 4th industrial revolution compared to the existing service quality evaluation;a deep learning approach for human face sentiment classification;development of craft copyright industry using blockchain technology;the design of industrial security tasks and capabilities required in industrial site;research and implementation of image recognition of tea based on deep learning;and the effects of local culture experience on revisit intention.
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 116 papers. The topics discussed include: empowering patient through personal healthcare system using interoperable electronic health record;knowledge mining for cognitive agents through path b...
ISBN:
(纸本)9781479986767
The proceedings contain 116 papers. The topics discussed include: empowering patient through personal healthcare system using interoperable electronic health record;knowledge mining for cognitive agents through path based forward checking;survivability prediction of web system based on log statistics;multithreading MAS for real time scheduling;optimizing Strassen matrix multiply on GPUs;evaluation of global synchronization for iterative algebra algorithms on many-core;a computational study on different penalty approaches for constrained optimization in radiation therapy treatment planning with a simulated annealing algorithm;an efficient multi query system for content based image retrieval using query replacement;and application of improved core vector machine in the prediction of algal blooms in Tolo harbor.
The proceedings contain 42 papers. The topics discussed include: deep learning used to detect gear inspection;a non-normal warning system for dam operation using machine learning;small probability of fatality from the...
ISBN:
(纸本)9798350310412
The proceedings contain 42 papers. The topics discussed include: deep learning used to detect gear inspection;a non-normal warning system for dam operation using machine learning;small probability of fatality from theorem of bayes at the monkeypox pandemic;multi-agent reinforcement learning reward engineering via stochastic game evaluation;artificial intelligence of things enabled fungiculture in shipping container;instructions with complex control-flow entailing machine learning;development and validation of an explainable deep learning model to predict adverse event during hospital admission in patients with sepsis;graph database-modelled public transportation data for geographic insight web application;the study on security online judge system applied sandbox technology;and cause-effect graphing technique: a survey of available approaches and algorithms.
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.
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