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Service-oriented computing = 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024 : proceedings.. Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Service-oriented computing/ edited by Walid Gaaloul ... [et al.].
Reminder of title:	22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024 : proceedings.
remainder title:	ICSOC 2024
other author:	Gaaloul, Walid.
corporate name:	ICSOC (Conference)
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xxvi, 394 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	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 -- Assessing Large Language Models Effectiveness in Outdated Method Renaming.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.
Contained By:	Springer Nature eBook
Subject:	Service-oriented architecture (Computer science) - Congresses. -
Online resource:	https://doi.org/10.1007/978-981-96-0805-8
ISBN:	9789819608058

Service-oriented computing = 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024 : proceedings.. Part I /
Service-oriented computing22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024 : proceedings.Part I /[electronic resource] :ICSOC 2024edited by Walid Gaaloul ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxvi, 394 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,154040302-9743 ;. - Lecture notes in computer science ;15404..

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.

The 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.

ISBN: 9789819608058

Standard No.: 10.1007/978-981-96-0805-8doiSubjects--Topical Terms:

1005577
Service-oriented architecture (Computer science)
--Congresses.

LC Class. No.: TK5105.5828

Dewey Class. No.: 005.1

Service-oriented computing = 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024 : proceedings.. Part I /
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