Service-Oriented Computing: 15th International Conference, ICSOC 2017, Malaga, Spain, November 13–16, 2017, Proceedings

Description

This book constitutes the proceedings of the 15th International Conference on Service-Oriented Computing, ICSOC 2017, held in malaga, Spain, in November 2017. The 33 full papers presented together with 20 short papers and 4 keynotes in this volume were carefully reviewed and selected from 179 submissions. The selected papers cover a wide variety of important topics in the area of service-oriented computing, including foundational issues on service discovery and service-systems design, business process modelling and management, economics of service-systems engineering, as well as services on the cloud, social networks, the Internet of Things (IoT), and data analytics. The chapter "Risk-based Proactive Process Adaptation" is available open access under a CC BY 4.0 license via link.springer.com. Front Matter ....Pages I-XXVI Front Matter ....Pages 1-1 Similarity Computation Exploiting the Semantic and Syntactic Inherent Structure Among Job Titles (Sarthak Ahuja, Joydeep Mondal, Sudhanshu Shekhar Singh, David Glenn George)....Pages 3-18 RISE: Resolution of Identity Through Similarity Establishment on Unstructured Job Descriptions (Rakesh Rameshrao Pimplikar, Kalapriya Kannan, Abhik Mondal, Joydeep Mondal, Sushant Saxena, Gyana Parija et al.)....Pages 19-36 Social-Sensor Cloud Service for Scene Reconstruction (Tooba Aamir, Athman Bouguettaya, Hai Dong, Sajib Mistry, Abdelkarim Erradi)....Pages 37-52 Quark: A Methodology to Transform People-Driven Processes to Chatbot Services (Anup K. Kalia, Pankaj R. Telang, Jin Xiao, Maja Vukovic)....Pages 53-61 Front Matter ....Pages 63-63 Cloud Certification Process Validation Using Formal Methods (Maria Krotsiani, Christos Kloukinas, George Spanoudakis)....Pages 65-79 Validation of Service Blueprint Models by Means of Formal Simulation Techniques (Montserrat Estañol, Esperanza Marcos, Xavier Oriol, Francisco J. Pérez, Ernest Teniente, Juan M. Vara)....Pages 80-95 Deadlock-Freeness Verification of Business Process Configuration Using SOG (Souha Boubaker, Kais Klai, Katia Schmitz, Mohamed Graiet, Walid Gaaloul)....Pages 96-112 Formally Modeling, Executing, and Testing Service-Oriented Systems with UML and OCL (Loli Burgueño, Martin Gogolla)....Pages 113-122 Front Matter ....Pages 123-123 App Update Patterns: How Developers Act on User Reviews in Mobile App Stores (Shance Wang, Zhongjie Wang, Xiaofei Xu, Quan Z. Sheng)....Pages 125-141 Predicting the Evolution of Service Value Features from User Reviews for Continuous Service Improvement (Xu Chi, Haifang Wang, Zhongjie Wang, Shiping Chen, Xiaofei Xu)....Pages 142-157 Confidence-Aware Reputation Bootstrapping in Composite Service Environments (Lie Qu, Athman Bouguettaya, Azadeh Ghari Neiat)....Pages 158-174 Compound Trace Clustering to Generate Accurate and Simple Sub-Process Models (Yaguang Sun, Bernhard Bauer, Matthias Weidlich)....Pages 175-190 An Approach to Modeling and Discovering Event Correlation for Service Collaboration (Meiling Zhu, Chen Liu, Jianwu Wang, Shen Su, Yanbo Han)....Pages 191-205 Energy Efficient Scheduling of Application Components via Brownout and Approximate Markov Decision Process (Minxian Xu, Rajkumar Buyya)....Pages 206-220 Predicting the Available Bandwidth on Intra Cloud Network Links for Deadline Constrained Workflow Scheduling in Public Clouds (Rachael Shaw, Enda Howley, Enda Barrett)....Pages 221-228 Inferring Calling Relationship Based on External Observation for Microservice Architecture (Shinya Kitajima, Naoki Matsuoka)....Pages 229-237 Front Matter ....Pages 239-239 A QoS-Aware Resource Allocation Controller for Function as a Service (FaaS) Platform (MohammadReza HoseinyFarahabady, Young Choon Lee, Albert Y. Zomaya, Zahir Tari)....Pages 241-255 Probabilistic Qualitative Preference Matching in Long-Term IaaS Composition (Sajib Mistry, Athman Bouguettaya, Hai Dong, Abdelkarim Erradi)....Pages 256-271 An Embedding Based Factorization Machine Approach for Web Service QoS Prediction (Yaoming Wu, Fenfang Xie, Liang Chen, Chuan Chen, Zibin Zheng)....Pages 272-286 A Deep Learning Approach for Long Term QoS-Compliant Service Composition (Hamza Labbaci, Brahim Medjahed, Youcef Aklouf)....Pages 287-294 Front Matter ....Pages 295-295 An Artifact-Driven Approach to Monitor Business Processes Through Real-World Objects (Giovanni Meroni, Claudio Di Ciccio, Jan Mendling)....Pages 297-313 BenchFoundry: A Benchmarking Framework for Cloud Storage Services (David Bermbach, Jörn Kuhlenkamp, Akon Dey, Arunmoezhi Ramachandran, Alan Fekete, Stefan Tai)....Pages 314-330 Automated Analysis of Cloud Offerings for Optimal Service Provisioning (José María García, Octavio Martín-Díaz, Pablo Fernandez, Antonio Ruiz-Cortés, Miguel Toro)....Pages 331-339 Middleware for Dynamic Upgrade Activation and Compensations in Multi-tenant SaaS (Dimitri Van Landuyt, Fatih Gey, Eddy Truyen, Wouter Joosen)....Pages 340-348 Front Matter ....Pages 349-349 Risk-Based Proactive Process Adaptation (Andreas Metzger, Philipp Bohn)....Pages 351-366 A Debt-Aware Learning Approach for Resource Adaptations in Cloud Elasticity Management (Carlos Mera-Gómez, Francisco Ramírez, Rami Bahsoon, Rajkumar Buyya)....Pages 367-382 Large-Scale and Adaptive Service Composition Using Deep Reinforcement Learning (Hongbing Wang, Mingzhu Gu, Qi Yu, Huanhuan Fei, Jiajie Li, Yong Tao)....Pages 383-391 Front Matter ....Pages 393-393 \(\mathbb {ECHO}\): An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge (Pushkara Ravindra, Aakash Khochare, Siva Prakash Reddy, Sarthak Sharma, Prateeksha Varshney, Yogesh Simmhan)....Pages 395-410 Ensuring and Assessing Architecture Conformance to Microservice Decomposition Patterns (Uwe Zdun, Elena Navarro, Frank Leymann)....Pages 411-429 Polly: A Language-Based Approach for Custom Change Detection of Web Service Data (Elyas Ben Hadj Yahia, Jean-Rémy Falleri, Laurent Réveillère)....Pages 430-444 Design and Evaluation of a Self-Service Delivery Framework (Constantin Adam, Nikos Anerousis, Muhammed Fatih Bulut, Robert Filepp, Anup Kalia, Brian Peterson et al.)....Pages 445-452 Automated Generation of REST API Specification from Plain HTML Documentation (Hanyang Cao, Jean-Rémy Falleri, Xavier Blanc)....Pages 453-461 Efficient Keyword Search for Building Service-Based Systems Based on Dynamic Programming (Qiang He, Rui Zhou, Xuyun Zhang, Yanchun Wang, Dayong Ye, Feifei Chen et al.)....Pages 462-470 Supporting the Decision of Migrating to Microservices Through Multi-layer Fuzzy Cognitive Maps (Andreas Christoforou, Martin Garriga, Andreas S. Andreou, Luciano Baresi)....Pages 471-480 A Tree-Based Reliability Analysis for Fault-Tolerant Web Services Composition (Yanjun Shu, Decheng Zuo, Hongwei Liu, Quan Z. Sheng, Wei Emma Zhang, Jian Yang)....Pages 481-489 Modernization of Information Systems at Red.es: An Approach Based on Gap Analysis and ADM (Marcos López-Sanz, Valeria de Castro, Esperanza Marcos, Jorge Moratalla)....Pages 490-498 Improving Web Services Design Quality Using Dimensionality Reduction Techniques (Hanzhang Wang, Marouane Kessentini)....Pages 499-507 Front Matter ....Pages 509-509 ARA-Assessor: Application-Aware Runtime Risk Assessment for Cloud-Based Business Continuity (Min Fu, Shiping Chen, Jian Yang, Surya Nepal, Liming Zhu)....Pages 511-527 Personalized Quality Centric Service Recommendation (Yiwen Zhang, Xiaofei Ai, Qiang He, Xuyun Zhang, Wanchun Dou, Feifei Chen et al.)....Pages 528-544 Cataloger: Catalog Recommendation Service for IT Change Requests (Anup K. Kalia, Jin Xiao, Muhammed F. Bulut, Maja Vukovic, Nikos Anerousis)....Pages 545-560 ATLAS: A World-Wide Travel Assistant Exploiting Service-Based Adaptive Technologies (Antonio Bucchiarone, Martina De Sanctis, Annapaola Marconi)....Pages 561-570 Front Matter ....Pages 571-571 A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective (Bahar Jazayeri, Olaf Zimmermann, Gregor Engels, Dennis Kundisch)....Pages 573-588 An Analysis of RESTful APIs Offerings in the Industry (Antonio Gamez-Diaz, Pablo Fernandez, Antonio Ruiz-Cortes)....Pages 589-604 Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach (Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou)....Pages 605-613 Empirical Study on REST APIs Usage in Android Mobile Applications (Mohamed A. Oumaziz, Abdelkarim Belkhir, Tristan Vacher, Eric Beaudry, Xavier Blanc, Jean-Rémy Falleri et al.)....Pages 614-622 Front Matter ....Pages 623-623 Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing (Hongyue Wu, Shuiguang Deng, Wei Li, Jianwei Yin, Qiang Yang, Zhaohui Wu et al.)....Pages 625-640 Continuous Learning as a Service for Conversational Virtual Agents (Shivali Agarwal, Shubham Atreja, Gargi Dasgupta)....Pages 641-656 Costradamus: A Cost-Tracing System for Cloud-Based Software Services (Jörn Kuhlenkamp, Markus Klems)....Pages 657-672 An Automatic Approach for Transforming IoT Applications to RESTful Services on the Cloud (Yu Zhao, Ying Zou, Joanna Ng, Daniel Alencar da Costa)....Pages 673-689 RobOps: Robust Control for Cloud-Based Services (Cheng Chen, Jordi Arjona Aroca, Diego Lugones)....Pages 690-705 Serverless Execution of Scientific Workflows (Qingye Jiang, Young Choon Lee, Albert Y. Zomaya)....Pages 706-721 A Market-Based Approach for Detecting Malware in the Cloud via Introspection (Nada Alruhaily, Carlos Mera-Gómez, Tom Chothia, Rami Bahsoon)....Pages 722-730 Trustless Intermediation in Blockchain-Based Decentralized Service Marketplaces (Markus Klems, Jacob Eberhardt, Stefan Tai, Steffen Härtlein, Simon Buchholz, Ahmed Tidjani)....Pages 731-739 Back Matter ....Pages 741-743