Service-Oriented Computing 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings
This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers...
Saved in:
| Main Authors | , , , , , |
|---|---|
| Format | eBook Conference Proceeding |
| Language | English |
| Published |
Cham
Springer Nature
2020
Springer International Publishing AG Springer International Publishing |
| Edition | 1 |
| Series | Lecture Notes in Computer Science |
| Subjects | |
| Online Access | Get full text |
| ISBN | 3030653102 9783030653101 3030653099 9783030653095 |
| ISSN | 0302-9743 1611-3349 |
| DOI | 10.1007/978-3-030-65310-1 |
Cover
| Abstract | This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers. |
|---|---|
| AbstractList | This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers. |
| Author | Hacid, Hakim Benatallah, Boualem Kafeza, Eleanna Martinelli, Fabio Motahari, Hamid Bouguettaya, Athman |
| Author_xml | – sequence: 1 fullname: Kafeza, Eleanna – sequence: 2 fullname: Benatallah, Boualem – sequence: 3 fullname: Martinelli, Fabio – sequence: 4 fullname: Hacid, Hakim – sequence: 5 fullname: Bouguettaya, Athman – sequence: 6 fullname: Motahari, Hamid |
| BookMark | eNpNkE1PwzAMhgMMxDb2A-CEuCAOYXacpO0RpvEhTdoBxDVKu2wr69rRdOPvk60IIcuyLT-vZbvHOmVVOsYuEe4RIBomUcyJAwHXihA4HrEehfJQiWPWRY3IiWRy8r_RYd2QC55Eks5YD4WIKAFEec4G3n8CgJBCg9JddvXm6l2eOT6tc1c2bnY9qtabbZOXiwt2OreFd4Pf2GcfT-P30QufTJ9fRw8TblEJHfNYKLTWaQk4T2fZXLgEFekolVLO1JyCJRmQtQlZB5C62OnEChGDTClTivrsrh1s_cp9-2VVNN7sCpdW1cqb8IO_yzCww5b1mzrs6GrTUghm_7E9bcgE3hwEZq-4bRWbuvraOt-Yw-AsXFvbwowfR1oKETyQNy2ZWW-LvMzNuiqrRW03S2-UFEhK0g_9z26N |
| ContentType | eBook Conference Proceeding |
| Copyright | Springer Nature Switzerland AG 2020 |
| Copyright_xml | – notice: Springer Nature Switzerland AG 2020 |
| DBID | I4C |
| DEWEY | 004 |
| DOI | 10.1007/978-3-030-65310-1 |
| DatabaseName | Casalini Torrossa eBooks Institutional Catalogue |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISBN | 3030653102 9783030653101 |
| EISSN | 1611-3349 |
| Edition | 1 1st Edition 2020 |
| Editor | Hacid, Hakim Benatallah, Boualem Kafeza, Eleanna Martinelli, Fabio |
| Editor_xml | – sequence: 1 fullname: Benatallah, Boualem – sequence: 2 fullname: Hacid, Hakim – sequence: 3 fullname: Kafeza, Eleanna – sequence: 4 fullname: Martinelli, Fabio |
| ExternalDocumentID | 9783030653101 508621 EBC6422642 5421354 |
| GroupedDBID | 38. AABBV ABZKH ACGCR AEDXK AEJNW AEKFX ALMA_UNASSIGNED_HOLDINGS APEJL AVCSZ AZTDL BBABE CYNQG CZZ DACMV ESBCR I4C IEZ OAOFD OPOMJ SBO TPJZQ TSXQS Z7R Z7S Z7U Z7V Z7W Z7X Z7Y Z7Z Z81 Z83 Z84 Z85 Z87 Z88 AEHEY AEJLV Z5O -DT -GH -~X 1SB 29L 2HA 2HV 5QI 875 AASHB ABMNI ACGFS ADCXD AEFIE EJD F5P FEDTE HVGLF LAS LDH P2P RIG RNI RSU SVGTG VI1 ~02 |
| ID | FETCH-LOGICAL-a15268-8251aae6401fbdcf2e915367b444d5f3f3f9c03aa93ae00be8e69a22804b3c553 |
| ISBN | 3030653102 9783030653101 3030653099 9783030653095 |
| ISSN | 0302-9743 |
| IngestDate | Fri Nov 08 04:28:34 EST 2024 Wed Oct 30 02:44:57 EDT 2024 Fri Aug 29 09:50:33 EDT 2025 Tue Nov 14 22:57:27 EST 2023 |
| IsPeerReviewed | true |
| IsScholarly | true |
| LCCallNum_Ident | Q |
| Language | English |
| LinkModel | OpenURL |
| MeetingName | International Conference on Service-Oriented Computing |
| MergedId | FETCHMERGED-LOGICAL-a15268-8251aae6401fbdcf2e915367b444d5f3f3f9c03aa93ae00be8e69a22804b3c553 |
| OCLC | 1227390114 |
| PQID | EBC6422642 |
| PageCount | 611 |
| ParticipantIDs | askewsholts_vlebooks_9783030653101 springer_books_10_1007_978_3_030_65310_1 proquest_ebookcentral_EBC6422642 casalini_monographs_5421354 |
| PublicationCentury | 2000 |
| PublicationDate | 2020 2020-12-08 |
| PublicationDateYYYYMMDD | 2020-01-01 2020-12-08 |
| PublicationDate_xml | – year: 2020 text: 2020 |
| PublicationDecade | 2020 |
| PublicationPlace | Cham |
| PublicationPlace_xml | – name: Netherlands – name: Cham |
| PublicationSeriesSubtitle | Programming and Software Engineering |
| PublicationSeriesTitle | Lecture Notes in Computer Science |
| PublicationSeriesTitleAlternate | Lect.Notes Computer |
| PublicationYear | 2020 |
| Publisher | Springer Nature Springer International Publishing AG Springer International Publishing |
| Publisher_xml | – name: Springer Nature – name: Springer International Publishing AG – name: Springer International Publishing |
| RelatedPersons | Hartmanis, Juris Gao, Wen Bertino, Elisa Woeginger, Gerhard Goos, Gerhard Steffen, Bernhard Yung, Moti |
| RelatedPersons_xml | – sequence: 1 givenname: Gerhard surname: Goos fullname: Goos, Gerhard – sequence: 2 givenname: Juris surname: Hartmanis fullname: Hartmanis, Juris – sequence: 3 givenname: Elisa surname: Bertino fullname: Bertino, Elisa – sequence: 4 givenname: Wen surname: Gao fullname: Gao, Wen – sequence: 5 givenname: Bernhard orcidid: 0000-0001-9619-1558 surname: Steffen fullname: Steffen, Bernhard – sequence: 6 givenname: Gerhard orcidid: 0000-0001-8816-2693 surname: Woeginger fullname: Woeginger, Gerhard – sequence: 7 givenname: Moti surname: Yung fullname: Yung, Moti |
| SSID | ssj0002426056 ssj0002792 |
| Score | 2.5149555 |
| Snippet | This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai,... |
| SourceID | askewsholts springer proquest casalini |
| SourceType | Aggregation Database Publisher |
| SubjectTerms | Application software Computer Applications Computer Communication Networks Computer networks Computer Science Data processing Computer science Database Management Operating Systems Software Engineering/Programming and Operating Systems |
| Subtitle | 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings |
| TableOfContents | 2 Background and Motivation -- 3 Fast Replica for Fog Computing -- 3.1 Implementation Details -- 4 Evaluation -- 5 Related Work -- 6 Conclusion -- References -- On Discovering Data Preparation Modules Using Examples -- 1 Introduction -- 2 Background -- 2.1 Data Example Generation -- 3 Module Discovery -- 3.1 Feedback-Based Discovery of Scientific Modules -- 3.2 Incremental Ranking of Candidate Modules -- 4 Concluding Remarks -- References -- Internet of Things -- Accelerate Personalized IoT Service Provision by Cloud-Aided Edge Reinforcement Learning: A Case Study on Smart Lighting -- 1 Introduction -- 2 Background and Related Work -- 2.1 Edge-Cloud Collaboration -- 2.2 Schemes for Edge-Cloud Collaborated Model Training -- 2.3 Fast Personalization by Federated Reinforcement Learning -- 3 System Model for Cloud-Aided Edge Reinforcement Learning -- 3.1 Basic Ideas of the Cloud-Aided Edge Reinforcement Learning -- 3.2 Knowledge Fusion Strategies on Edge Nodes -- 4 Reinforcement Learning for Providing Personalized Illuminance in Smart Lighting -- 5 Experiments -- 5.1 Dataset -- 5.2 Experimental Setup -- 5.3 Experimental Results -- 5.4 Quantitative Comparison of the Performance of Different Algorithms -- 6 Conclusion -- References -- A Game-Based Secure Trading of Big Data and IoT Services: Blockchain as a Two-Sided Market -- 1 Introduction -- 1.1 Motivating Example -- 1.2 Related Work and Problem Statement -- 1.3 Contribution -- 2 Proposed Model for Secure Trading of Data -- 2.1 Model Description: A Double Two-Sided Game Formulation -- 2.2 Players Demands and Utility Functions -- 2.3 Game Equilibrium -- 3 Simulation and Empirical Analysis -- 3.1 Simulation Setup -- 3.2 Shared Revenues and Computational Costs over Externalities -- 3.3 Data Consumers' Demand and Computational Unit Supply -- 3.4 Data Providers and Blockchain Payoffs -- 4 Conclusion Intro -- Preface -- Organization -- A Tribute to Florian Daniel's Contributions to Service-Oriented Computing -- Contents -- Microservices -- Optimal Evolution Planning and Execution for Multi-version Coexisting Microservice Systems -- 1 Introduction -- 2 Related Work -- 3 Version Dependency Model -- 4 Optimization Algorithm with Version Dependency -- 4.1 Problem Definition -- 4.2 Optimal Evolution Algorithm -- 5 Infrastructure and Programming Framework with Version Dependency -- 5.1 Overview -- 5.2 Version Dependency Model Generation -- 5.3 Version Dependency Based Requesting -- 5.4 Version Coexistence Evolution Plan Executing -- 6 Experiments -- 6.1 Experiment Setup -- 6.2 Scenario 1: Service Upgrade -- 6.3 Scenario 2: New User Requirements -- 7 Conclusion -- References -- Topology-Aware Continuous Experimentation in Microservice-Based Applications -- 1 Introduction -- 2 Related Work -- 3 Characterizing Change Types -- 3.1 Microservice-Based Application -- 3.2 Interaction Graph -- 3.3 Topological Change Types -- 4 Ranking Identified Changes -- 4.1 Constructing the Topological Difference -- 4.2 Traversing the Topological Difference -- 4.3 Subtree Complexity Heuristic -- 4.4 Response Time Analysis Heuristic -- 4.5 Hybrid Heuristic -- 5 Ranking Quality Evaluation -- 5.1 Setup -- 5.2 Scenario 1: Revisiting the Sample Application -- 5.3 Scenario 2: Breaking Changes -- 5.4 Discussion -- 6 Limitations -- 7 Conclusion -- References -- Charting Microservices to Support Services' Developers: The Anaximander Approach -- 1 Introduction -- 2 Related Work -- 3 The Anaximander approach -- 3.1 Modelling the Map as a Graph -- 3.2 Modelling Probes as Functions -- 4 Exploring a Reference Architecture -- 5 Conclusions and Perspectives -- References -- Fast Replica of Polyglot Persistence in Microservice Architectures for Fog Computing -- 1 Introduction 4.3 Comparing CES-RS Against the State-of-the-Art -- 5 Related Work -- 6 Conclusion -- References -- Impact of Service- and Cloud-Based Dynamic Routing Architectures on System Reliability -- 1 Introduction -- 2 Related Work and Background -- 2.1 Related Work -- 2.2 Background: Dynamic Routing Architecture Patterns -- 3 Model of Request Loss During Crashes -- 3.1 Definition of Internal and External Loss -- 3.2 Bernoulli Process to Model Request Loss -- 4 Empirical Validation -- 4.1 Experimental Planning -- 4.2 Results -- 5 Discussion and Conclusions -- References -- Pricing in the Competing Auction-Based Cloud Market: A Multi-agent Deep Deterministic Policy Gradient Approach -- 1 Introduction -- 2 Related Work -- 3 Basic Settings -- 3.1 Cloud Users -- 3.2 Cloud Providers -- 4 MADDPG Algorithm -- 4.1 Partially Observable Markov Game -- 4.2 Multi-Agent Deep Deterministic Policy Gradient -- 5 Experiments -- 5.1 Parameter Settings -- 5.2 Training -- 5.3 Strategy Evaluation -- 6 Conclusion -- References -- Dynamic Edge User Allocation with User Specified QoS Preferences -- 1 Introduction -- 2 A Motivating Example -- 3 System Model and ILP Formulation -- 4 Heuristic Solution -- 5 Experiments and Analysis of Results -- 6 Conclusion and Future Work -- References -- Fault-Tolerating Edge Computing with Server Redundancy Based on a Variant of Group Degree Centrality -- 1 Introduction -- 2 Problem Statement -- 2.1 Definitions -- 2.2 ESR Model -- 2.3 Problem Hardness -- 3 Approach Design -- 3.1 Optimal Approach -- 3.2 Heuristic Approach -- 4 Experimental Evaluation -- 4.1 Baseline Approaches -- 4.2 Experimental Setup -- 4.3 Experimental Results -- 5 Related Work -- 6 Conclusion -- References -- TD-EUA: Task-Decomposable Edge User Allocation with QoE Optimization -- 1 Introduction -- 2 Motivating Example -- 3 Problem Formulation -- 4 Approaches References -- A Dynamic Cost Model to Minimize Energy Consumption and Processing Time for IoT Tasks in a Mobile Edge Computing Environment -- 1 Introduction -- 2 Dynamic Cost Minimization Model -- 2.1 Local Computing in the IoT Device -- 2.2 Local Computing in the MEC Server -- 2.3 Remote Computing in the Cloud -- 2.4 System Dynamic Cost Minimization Equation -- 3 Time and Energy Minimization Scheduler (TEMS) -- 4 Evaluation -- 5 Conclusion -- References -- Automated SLA Negotiation in a Dynamic IoT Environment - A Metaheuristic Approach -- 1 Introduction -- 2 Related Work -- 3 Negotiation Strategy -- 4 Evaluation -- 4.1 Experimental Setup -- 4.2 Result -- 5 Conclusion and Future Work -- References -- PATRIoT: A Data Sharing Platform for IoT Using a Service-Oriented Approach Based on Blockchain -- 1 Introduction -- 2 Related Work -- 3 System Model Overview -- 3.1 Core Components Description -- 3.2 Blockchain-Based IoT Data Sharing Process -- 4 Experiments and Result Analysis -- 4.1 Computation Time Cost -- 4.2 Cost Overhead -- 4.3 PATRIoT Platform in Legislation Context: GDPR Compliance -- 5 Conclusion -- References -- Services at the Edge -- Energy Minimization for Cloud Services with Stochastic Requests -- 1 Introduction -- 2 Related Work -- 3 Cloud Service System Model and Problem Description -- 3.1 Cloud Service System Model -- 3.2 Problem Description -- 4 Energy Minimization Algorithm -- 5 Experiments -- 5.1 Parameter Calibration -- 5.2 Algorithm Comparison -- 6 Conclusion -- References -- Scalable Joint Optimization of Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Infrastructure -- 1 Introduction -- 2 Proposed Model -- 2.1 System Model -- 2.2 Problem Formulation -- 3 Resource Selection Technique -- 4 Performance Evaluation -- 4.1 Experimental Setup -- 4.2 Resolution Time Versus Solution Quality 4.1 Optimal Approach -- 4.2 Problem Hardness -- 4.3 Heuristic Approach -- 5 Experiments -- 5.1 Experimental Setup and Dataset -- 5.2 Competing Methods and Evaluation Metrics -- 5.3 Experimental Results and Analysis -- 5.4 Performance Impacts of Parameters -- 6 Related Work -- 7 Conclusion and Future Work -- References -- A Decentralized Reactive Approach to Online Task Offloading in Mobile Edge Computing Environments -- 1 Introduction -- 2 Related Work -- 3 Preliminary -- 3.1 System Model -- 3.2 Problem Formulation -- 4 Proposed Dynamic-Learning-Based Approach -- 5 Experiments and Analysis -- 5.1 Experiment Settings -- 5.2 Baseline Approaches -- 5.3 Responsiveness Evaluation -- 5.4 Efficiency Evaluation -- 6 Conclusion and Further Work -- References -- Mobility-Aware Service Placement for Vehicular Users in Edge-Cloud Environment -- 1 Introduction -- 2 Problem Formulation -- 3 Detailed Methodology -- 3.1 Optimal Algorithm -- 3.2 Window-Based Optimal Algorithm -- 3.3 Heuristic Using FCFS -- 4 Experimental Results -- 4.1 Dataset Generation -- 4.2 Comparative Methods -- 4.3 Analysis on Real Dataset -- 4.4 Analysis on Synthetically Generated Dataset -- 4.5 Impact of Tunable Parameters -- 5 Related Work -- 6 Conclusion -- References -- Machine Learning for Service Oriented Computing -- Feature Model-Guided Online Reinforcement Learning for Self-Adaptive Services -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Contributions -- 2 Fundamentals -- 3 Feature-Model-Guided Exploration -- 3.1 Integration into Reinforcement Learning -- 3.2 Leveraging the Feature Model Structure for Exploration -- 3.3 Leveraging Feature Model Differences for Exploration -- 4 Experiments -- 5 Discussion -- 6 Related Work -- 7 Conclusion -- References -- FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint -- 1 Introduction 2 Related Work |
| Title | Service-Oriented Computing |
| URI | http://digital.casalini.it/9783030653101 https://ebookcentral.proquest.com/lib/[SITE_ID]/detail.action?docID=6422642 http://link.springer.com/10.1007/978-3-030-65310-1 https://www.vlebooks.com/vleweb/product/openreader?id=none&isbn=9783030653101 |
| Volume | 12571 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NS-QwFH_oeNHL-omjqxTZgyCVpvmoPexBZUREdA8q3kLaphdlhG3Xg3_9vtc07UyZg8pAGUonSfOb95WX9wvALxZFmWLMhLIQjNKMMsyShIfc5ETHZhD0hu3zTl0_iptn-dyTIDTVJXV2mn8srCv5Dqp4D3GlKtkvINs1ijfwO-KLV0QYrwPnd6GdaeU8vCeuYvIc3REN_iEagq1-37ZZgru3utl8deIPcvByPRv4x9Eg8PcLf4Olw371ai5S5BQbSB65Ey19xRRqQ4wnnIKxTgEqojXkjka005Ao12yhvp3dYoHNhdgF7fbojUu35U9S7IRh6nJyFo1g5Xxyc_vULYaRnxARqU9rQonV0KV_3ACpKMe_QOpok_oX8rnqli54biBrsGaqFzQXaErqinwPUxkqOZ0LKAY58Ma1eFiH7b7oMvjTwbwBS3a6CT88WEEL1hbsDWEPOti34elq8nB5HbYnXISGEc9OSIXDxliFUW6ZFXkZ2xRNkEoyIUQhS46fNI-4MSg2FsXKnlmVGqIwEhnPpeQ7MJq-Te0uBLyIjSpzYVnJhcTm0lxFaWEKkSalyssxHM1MhX5_bbLxle7nErXzGPb9DGkUFseaXmkpYsalGEPgJ003v243EOvJxaVqSrLjMRz7ydSufc-Ljf1orrEn3XSl2d7nH92H1V4CfsKo_vvPHqAzWGeH7V_pP3gkURg |
| linkProvider | Library Specific Holdings |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=Service-Oriented+Computing&rft.series=Lecture+Notes+in+Computer+Science&rft.date=2020-01-01&rft.pub=Springer+International+Publishing&rft.isbn=9783030653095&rft.issn=0302-9743&rft.eissn=1611-3349&rft.volume=12571&rft_id=info:doi/10.1007%2F978-3-030-65310-1&rft.externalDocID=508621 |
| thumbnail_m | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fvle.dmmserver.com%2Fmedia%2F640%2F97830306%2F9783030653101.jpg |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fmedia.springernature.com%2Fw306%2Fspringer-static%2Fcover-hires%2Fbook%2F978-3-030-65310-1 |