04284nam a22006375i 4500 978-3-031-49361-4 DE-He213 20251030110853.0 cr nn 008mamaa 231213s2024 sz | s |||| 0|eng d 9783031493614 978-3-031-49361-4 10.1007/978-3-031-49361-4 doi QA75.5-76.95 UYA bicssc COM014000 bisacsh UYA thema Algorithmic Aspects of Cloud Computing [electronic resource] : 8th International Symposium, ALGOCLOUD 2023, Amsterdam, The Netherlands, September 5, 2023, Revised Selected Papers / edited by Ioannis Chatzigiannakis, Ioannis Karydis. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 231 p. 71 illus., 66 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14053 Planning 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. This 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. Computer science. 58552 Computer networks . 60157 Computers, Special purpose. Data structures (Computer science). 66708 Information theory. 57783 Application software. Computer systems. Theory of Computation. 67552 Computer Communication Networks. 65689 Special Purpose and Application-Based Systems. Data Structures and Information Theory. 66709 Computer and Information Systems Applications. Computer System Implementation. Chatzigiannakis, Ioannis. editor. edt http://id.loc.gov/vocabulary/relators/edt 68182 Karydis, Ioannis. editor. (orcid)0000-0002-9470-2729 https://orcid.org/0000-0002-9470-2729 edt http://id.loc.gov/vocabulary/relators/edt 68183 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031493607 Printed edition: 9783031493621 Lecture Notes in Computer Science, 1611-3349 ; 14053 https://doi.org/10.1007/978-3-031-49361-4 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 56801 56801