LEADER 05271nam 22006615 450 001 996635668303316 005 20250319120733.0 010 $a9789819608058$b(electronic bk.) 010 $z9789819608041 024 7 $a10.1007/978-981-96-0805-8 035 $a(MiAaPQ)EBC31821760 035 $a(Au-PeEL)EBL31821760 035 $a(CKB)36841104300041 035 $a(DE-He213)978-981-96-0805-8 035 $a(OCoLC)1478699600 035 $a(EXLCZ)9936841104300041 100 $a20241207d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aService-Oriented Computing $e22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3?6, 2024, Proceedings, Part I /$fedited by Walid Gaaloul, Michael Sheng, Qi Yu, Sami Yangui 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (415 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15404 311 08$aPrint version: Gaaloul, Walid Service-Oriented Computing Singapore : Springer,c2025 9789819608041 327 $a -- Edge and IoT. -- Efficient and Dependency-aware Placement of Serverless Functions on Edge Infrastructures. -- POSEIDON: Efficient Function Placement at the Edge using Deep Reinforcement Learning. -- ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge. -- An Energy-Efficient Partition and Offloading Method for Multi-DNN Applications in Edge-End Collaboration Environments. -- Crowdsourcing Task Assignment with Category and Mobile Combined Preference Learning. -- Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models. -- Optimizing Traffic Allocation for Multi-Replica Microservice Deployments in Edge Cloud. -- An Event-B Based Approach for Horizontally Scalable IoT Applications. -- Efficient Provisioning of IoT Energy Services. -- Attention-driven Conflict Management in Smart IoT-based Systems. -- Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices. -- Generative AI. -- LLM Enhanced Representation For Cold Start Service Recommendation. -- Combining Generative AI and PPTalk Service Specification for Dynamic and Adaptive Task-Oriented Chatbots. -- Automated Generation of BPMN Processes from Textual Requirements. -- Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data. -- UELLM: A Unified and Efficient Approach for Large Language Model Inference Serving. -- Service-Oriented Requirements Elicitation Through Systematic Questionnaire Design: A Problem-Driven GenAI Approach. -- Assessing Large Language Models Effectiveness in Outdated Method Renaming. -- Service Security and Privacy. -- DynaEDI: Decentralized Integrity Verification for Dynamic Edge Data. -- Heterogeneous Multi Relation Trust for SIoT Service Recommendation. -- A Context-Aware Service Framework for Detecting Fake Images. -- Bias Exposed: The BiaXposer Framework for NLP Fairness. -- FlowShredder: Protocol-Independent In-Network Encryption for Rich Media Traffic. -- Processes and workflows. -- HiGPP: A History-informed Graph-based Process Predictor for Next Activity. -- From Visual Choreographies to Flexible Information Protocols. -- Architectural Elements of decentralized Process Management Systems. -- LLM-based Business Process Documentation Generation. 330 $aThe two-volume set LNCS 15404 and 15405 constitutes the refereed proceedings of the 22nd International Conference on Service-Oriented Computing, ICSOC 2024, held in Tunis, Tunisia, during December 3?6, 2024. The 38 full papers and 19 short papers presented in these proceedings were carefully reviewed and selected from 255 submissions. The papers are organized in the following topical sections: Part I: Edge and IoT; Generative AI; Service Security and Privacy; and Processes and Workflows. Part II: Cloud Computing; QoS and SLA; Microservice; Service Recommendation; Emerging Technologies and Approaches; Service Composition; Blockchain; and Industry Papers. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15404 606 $aSoftware engineering 606 $aComputer networks 606 $aArtificial intelligence 606 $aApplication software 606 $aSoftware Engineering 606 $aComputer Communication Networks 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 615 0$aSoftware engineering. 615 0$aComputer networks. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 14$aSoftware Engineering. 615 24$aComputer Communication Networks. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 676 $a005.1 700 $aGaaloul$b Walid$01782623 701 $aSheng$b Quan Z$0885386 701 $aYu$b Qi$01782624 701 $aYangui$b Sami$01782625 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a996635668303316 996 $aService-Oriented Computing$94462712 997 $aUNISA