LEADER 04424nam 22007575 450 001 9910770246103321 005 20240909105217.0 010 $a3-031-49361-3 024 7 $a10.1007/978-3-031-49361-4 035 $a(MiAaPQ)EBC31018095 035 $a(Au-PeEL)EBL31018095 035 $a(DE-He213)978-3-031-49361-4 035 $a(CKB)29374455400041 035 $a(EXLCZ)9929374455400041 100 $a20231213d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAlgorithmic Aspects of Cloud Computing $e8th International Symposium, ALGOCLOUD 2023, Amsterdam, The Netherlands, September 5, 2023, Revised Selected Papers /$fedited by Ioannis Chatzigiannakis, Ioannis Karydis 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (241 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14053 311 08$aPrint version: Chatzigiannakis, Ioannis Algorithmic Aspects of Cloud Computing Cham : Springer,c2024 9783031493607 320 $aIncludes bibliographical references and index. 327 $aPlanning workflow executions over the Edge-to-Cloud Continuum -- On-Field Leaf Infection Detection using the Cloud-Edge Continuum -- Application of Federated Learning techniques for arrhythmia classification using 12- lead ECG signals -- An Adaptive, Energy-Efficient DRL-based and MCMC-based Caching Strategy for IoT Systems -- Real-Time Leakage Zone Detection in Water Distribution Networks: A Machine Learning-based Stream Processing Algorithm -- Multi-agent reinforcement learning-based energy orchestrator for cyber-physical systems -- Clustering-based Numerosity Reduction for Cloud Workload Forecasting -- Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A Survey -- i-Deliver P&D Engine: A Decentralized Middleware for a Delivery-as-a-Service System -- Intent-based Allocation of Cloud Computing Resources Using Q-Learning -- A Double-decision Reinforcement Learning based Algorithm for Online Scheduling in Edge and Fog Computing -- Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures. 330 $aThis book constitutes revised selected papers from the 8th International Symposium on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2023, held in Amsterdam, The Netherlands, on September 5, 2023. The 13 full papers included in this book were carefully reviewed and selected from 24 submissions. They focus on algorithmic aspects of computing and data management in modern cloud-based systems interpreted broadly so as to include edge- and fog-based systems, cloudlets, cloud micro-services, virtualization environments, decentralized systems, as well as dynamic networks. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14053 606 $aComputer science 606 $aComputer networks 606 $aComputers, Special purpose 606 $aData structures (Computer science) 606 $aInformation theory 606 $aApplication software 606 $aComputer systems 606 $aTheory of Computation 606 $aComputer Communication Networks 606 $aSpecial Purpose and Application-Based Systems 606 $aData Structures and Information Theory 606 $aComputer and Information Systems Applications 606 $aComputer System Implementation 615 0$aComputer science. 615 0$aComputer networks. 615 0$aComputers, Special purpose. 615 0$aData structures (Computer science). 615 0$aInformation theory. 615 0$aApplication software. 615 0$aComputer systems. 615 14$aTheory of Computation. 615 24$aComputer Communication Networks. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aData Structures and Information Theory. 615 24$aComputer and Information Systems Applications. 615 24$aComputer System Implementation. 676 $a004.6782 702 $aChatzigiannakis$b Ioannis 702 $aKarydis$b Ioannis 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910770246103321 996 $aAlgorithmic Aspects of Cloud Computing$93660151 997 $aUNINA