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Author:   Demetris Zeinalipour ,  Dora Blanco Heras ,  George Pallis ,  Herodotos Herodotou
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2024
Volume:   14352
ISBN:  

9783031488023

ISBN 10:   3031488024
Pages:   337
Publication Date:   14 April 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
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Table of Contents

The 2nd International Workshop on Resource AWareness of Systems and Society (RAW 2023).- Performance and energy aware training of a deep neural network in a multi-GPU environment with power capping.- GPPRMon: GPU Runtime Memory Performance and Power Monitoring Tool.- 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.- Asynchronous Many-Task systems for Exascale (AMTE).- 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.- PECS 2023 - 2-page report.- 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.- Applications and Benefits of UPMEM commercial Massively parallel Processing-In-Memory (PIM) Platform (ABUMPIMP) Minisymposium.- 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 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 Edge and Cloud Environments.- HEAppE Middleware: From desktop to HPC.- Towards Energy-Aware Machine Learning in Geo-Distributed IoT Settings.- OpenCUBE: Building an Open Source Cloud Blueprint with EPI Systems.- BDDC Preconditioning in the Microcard Project.- Online Job Failure Prediction in an HPC system.- Exploring Mapping Strategies for Co-allocated HPC Applications.- A polynomial-time algorithm for detecting potentially unbounded places in a Petri net-based concurrent system.- Data Assimilation with Ocean Models: A Case Study of Reduced Precision and Machine Learning in the Gulf of Mexico.- Massively parallel EEG algorithms for pre-exascale architectures.- Online Job Failure Prediction in an HPC System.- Transitioning to Smart Sustainable Cities Based on Cutting-Edge Technological Improvements.- Algorithm Selection of MPI Collectives Considering System Utilization.- Service Management in Dynamic Edge Environments.- Path Plan Optimisation for UAV Assisted Data Collection in Large Areas.- Efficiently Distributed Federated Learning.

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