Service-Oriented Computing: 16th International Conference, ICSOC 2018, Hangzhou, China, November 12-15, 2018, Proceedings

Front Matter ....Pages I-XXVI
Front Matter ....Pages 1-1
 Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments  (Jinjin Lin, Pengfei Chen, Zibin Zheng)....Pages 3-20
 Architecture-Based Automated Updates of Distributed Microservices  (Fabienne Boyer, Xavier Etchevers, Noel de Palma, Xinxiu Tao)....Pages 21-36
 Function-Splitting Heuristics for Discovery of Microservices in Enterprise Systems  (Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Artem Polyvyanyy, Colin Fidge)....Pages 37-53
Front Matter ....Pages 55-55
 High Performance Userspace Networking for Containerized Microservices  (Xiaohui Luo, Fengyuan Ren, Tong Zhang)....Pages 57-72
 Guiding Architectural Decision Making on Quality Aspects in Microservice APIs  (Uwe Zdun, Mirko Stocker, Olaf Zimmermann, Cesare Pautasso, Daniel Lübke)....Pages 73-89
 Adaptive Temporal Verification and Violation Handling for Time-Constrained Business Cloud Workflows  (Haoyu Luo, Xiao Liu, Jin Liu, Bo Han, Yun Yang)....Pages 90-99
 Towards Creating Business Process Models from Images  (Neelamadhav Gantayat, Giriprasad Sridhara, Anush Sankaran, Sampath Dechu, Senthil Mani, Gargi B. Dasgupta)....Pages 100-108
Front Matter ....Pages 109-109
 Empowering Business-Level Blockchain Users with a Rules Framework for Smart Contracts  (Tara Astigarraga, Xiaoyan Chen, Yaoliang Chen, Jingxiao Gu, Richard Hull, Limei Jiao et al.)....Pages 111-128
 Context-Aware Trustworthy Service Evaluation in Social Internet of Things  (Maryam Khani, Yan Wang, Mehmet A. Orgun, Feng Zhu)....Pages 129-145
 Cloudchain: A Blockchain-Based Coopetition Differential Game Model for Cloud Computing  (Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari)....Pages 146-161
Front Matter ....Pages 163-163
 Prediction of Invoice Payment Status in Account Payable Business Process  (Tarun Tater, Sampath Dechu, Senthil Mani, Chandresh Maurya)....Pages 165-180
 Explaining Non-compliance of Business Process Models Through Automated Planning  (Fabrizio Maria Maggi, Andrea Marrella, Giuseppe Capezzuto, Abel Armas Cervantes)....Pages 181-197
 A Genetic Algorithm for Cost-Aware Business Processes Execution in the Cloud  (Guillaume Rosinosky, Samir Youcef, François Charoy)....Pages 198-212
Front Matter ....Pages 213-213
 Latency-Aware Placement of Data Stream Analytics on Edge Computing  (Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre)....Pages 215-229
 Optimal Edge User Allocation in Edge Computing with Variable Sized Vector Bin Packing  (Phu Lai, Qiang He, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy et al.)....Pages 230-245
 RA-FSD: A Rate-Adaptive Fog Service Delivery Platform  (Tiehua Zhang, Jiong Jin, Yun Yang)....Pages 246-254
 A Service-Based Declarative Approach for Capturing Events from Multiple Sensor Streams  (Zhongmei Zhang, Chen Liu, Xiaohong Li, Yanbo Han)....Pages 255-263
 Response Time Aware Operator Placement for Complex Event Processing in Edge Computing  (Xinchen Cai, Hongyu Kuang, Hao Hu, Wei Song, Jian Lü)....Pages 264-278
 Enacting Emergent Configurations in the IoT Through Domain Objects  (Fahed Alkhabbas, Martina De Sanctis, Romina Spalazzese, Antonio Bucchiarone, Paul Davidsson, Annapaola Marconi)....Pages 279-294
 Energy-Delay Co-optimization of Resource Allocation for Robotic Services in Cloudlet Infrastructure  (Mahbuba Afrin, Jiong Jin, Ashfaqur Rahman)....Pages 295-303
 Services in IoT: A Service Planning Model Based on Consumer Feedback  (Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke)....Pages 304-313
Front Matter ....Pages 315-315
 Crowdsourcing Task Scheduling in Mobile Social Networks  (Jiahao Fan, Xinbo Zhou, Xiaofeng Gao, Guihai Chen)....Pages 317-331
 Cognitive System to Achieve Human-Level Accuracy in Automated Assignment of Helpdesk Email Tickets  (Atri Mandal, Nikhil Malhotra, Shivali Agarwal, Anupama Ray, Giriprasad Sridhara)....Pages 332-341
 Crowdsourcing Energy as a Service  (Abdallah Lakhdari, Athman Bouguettaya, Azadeh Ghari Neiat)....Pages 342-351
 Social-Sensor Composition for Scene Analysis  (Tooba Aamir, Hai Dong, Athman Bouguettaya)....Pages 352-362
 QITA: Quality Inference Based Task Assignment in Mobile Crowdsensing  (Chenlin Liu, Xiaofeng Gao, Fan Wu, Guihai Chen)....Pages 363-370
Front Matter ....Pages 371-371
 Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships  (Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong)....Pages 373-387
 Software Service Recommendation Base on Collaborative Filtering Neural Network Model  (Liang Chen, Angyu Zheng, Yinglan Feng, Fenfang Xie, Zibin Zheng)....Pages 388-403
 A Weighted Meta-graph Based Approach for Mobile Application Recommendation on Heterogeneous Information Networks  (Fenfang Xie, Liang Chen, Yongjian Ye, Yang Liu, Zibin Zheng, Xiaola Lin)....Pages 404-420
 Temporal-Sparsity Aware Service Recommendation Method via Hybrid Collaborative Filtering Techniques  (Shunmei Meng, Qianmu Li, Shiping Chen, Shui Yu, Lianyong Qi, Wenmin Lin et al.)....Pages 421-429
 QoS-Aware Web Service Recommendation with Reinforced Collaborative Filtering  (Guobing Zou, Ming Jiang, Sen Niu, Hao Wu, Shengye Pang, Yanglan Gan)....Pages 430-445
 Unit of Work Supporting Generative Scientific Workflow Recommendation  (Jia Zhang, Maryam Pourreza, Seungwon Lee, Ramakrishna Nemani, Tsengdar J. Lee)....Pages 446-462
 Mobile Crowdsourced Sensors Selection for Journey Services  (Ahmed Ben Said, Abdelkarim Erradi, Azadeh Gharia Neiat, Athman Bouguettaya)....Pages 463-477
 RLRecommender: A Representation-Learning-Based Recommendation Method for Business Process Modeling  (Huaqing Wang, Lijie Wen, Li Lin, Jianmin Wang)....Pages 478-486
Front Matter ....Pages 487-487
 Domain Knowledge Driven Key Term Extraction for IT Services  (Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit Paradkar, Ruchi Mahindru et al.)....Pages 489-504
 An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks  (Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, Zibin Zheng)....Pages 505-514
 User Location Prediction in Mobile Crowdsourcing Services  (Yun Jiang, Wei He, Lizhen Cui, Qian Yang)....Pages 515-523
 Leveraging Regression Algorithms for Process Performance Predictions  (Karthikeyan Ponnalagu, Aditya Ghose, Hoa Khanh Dam)....Pages 524-531
 Using Machine Learning to Provide Differentiated Services in SDN-like Publish/Subscribe Systems for IoT  (Yulong Shi, Yang Zhang, Hans-Arno Jacobsen, Bo Han, Mengxi Wei, Runyuan Li et al.)....Pages 532-540
Front Matter ....Pages 541-541
 Constraint-Based Model-Driven Testing of Web Services for Behavior Conformance  (Chang-ai Sun, Meng Li, Jingting Jia, Jun Han)....Pages 543-559
 QoS Optimization of Service Clouds Serving Pleasingly Parallel Jobs  (Xiulin Li, Li Pan, Shijun Liu, Yuliang Shi, Xiangxu Meng)....Pages 560-575
 Estimating the Performance of Cloud-Based Systems Using Benchmarking and Simulation in a Complementary Manner  (Haan Johng, Doohwan Kim, Tom Hill, Lawrence Chung)....Pages 576-591
 Two-Phase Web Service QoS Prediction with Restricted Boltzmann Machine  (Lu Chen, Yuyu Yin, Yueshen Xu, Liang Chen, Jian Wan)....Pages 592-600
Front Matter ....Pages 601-601
 Constructing and Evaluating an Evolving Web-API Network for Service Discovery  (Olayinka Adeleye, Jian Yu, Sira Yongchareon, Yanbo Han)....Pages 603-617
 Stigmergic Service Composition and Adaptation in Mobile Environments  (Andrei Palade, Christian Cabrera, Gary White, Siobhán Clarke)....Pages 618-633
 State of the Practice in Service Identification for SOA Migration in Industry  (Manel Abdellatif, Geoffrey Hecht, Hafedh Mili, Ghizlane Elboussaidi, Naouel Moha, Anas Shatnawi et al.)....Pages 634-650
 A Truthful Mechanism for Optimally Purchasing IaaS Instances and Scheduling Parallel Jobs in Service Clouds  (Bingbing Zheng, Li Pan, Dong Yuan, Shijun Liu, Yuliang Shi, Lu Wang)....Pages 651-659
 Convenience-Based Periodic Composition of IoT Services  (Bing Huang, Athman Bouguettaya, Azadeh Ghari Neiat)....Pages 660-678
 CrowdMashup: Recommending Crowdsourcing Teams for Mashup Development  (Faisal Binzagr, Brahim Medjahed)....Pages 679-693
 A Variation Aware Composition Model for Dynamic Web Service Environments  (Soumi Chattopadhyay, Ansuman Banerjee)....Pages 694-713
 A Model-Driven Framework for Automated Generation and Verification of Cloud Solutions from Requirements  (Hamid R. Motahari Nezhad, Taiga Nakamura, Adi Sosnovich, Peifeng Yin, Karen Yorav)....Pages 714-721
Front Matter ....Pages 723-723
 Healthcare Application Migration in Compliant Hybrid Clouds  (Anca Sailer, Bo Yang, Siddharth Jain, Angel E. Tomala-Reyes, Manu Singh, Anirudh Ramnath)....Pages 725-739
 DAliM: Machine Learning Based Intelligent Lucky Money Determination for Large-Scale E-Commerce Businesses  (Min Fu, Chi Man Wong, Hai Zhu, Yanjun Huang, Yuanping Li, Xi Zheng et al.)....Pages 740-755
 Service-Oriented Approach for Analytics in Industry 4.0  (Philippe Lalanda, Denis Morand)....Pages 756-770
 eTOUR: A Two-Layer Framework for Tour Recommendation with Super-POIs  (Chunwei Wang, Yuanning Gao, Xiaofeng Gao, Bin Yao, Guihai Chen)....Pages 771-778
Front Matter ....Pages 779-779
 Hierarchical Recursive Resource Sharing for Containerized Applications  (Young Jin Kim, Young Choon Lee, Hyuck Han, Sooyong Kang)....Pages 781-796
 A Fuzzy-Based Auto-scaler for Web Applications in Cloud Computing Environments  (Bingfeng Liu, Rajkumar Buyya, Adel Nadjaran Toosi)....Pages 797-811
 Runtime Monitoring in Continuous Deployment by Differencing Execution Behavior Model  (Monika Gupta, Atri Mandal, Gargi Dasgupta, Alexander Serebrenik)....Pages 812-827
 Leveraging Computational Reuse for Cost- and QoS-Efficient Task Scheduling in Clouds  (Chavit Denninnart, Mohsen Amini Salehi, Adel Nadjaran Toosi, Xiangbo Li)....Pages 828-836
 QKnober: A Knob-Based Fairness-Efficiency Scheduler for Cloud Computing with QoS Guarantees  (Shanjiang Tang, Ce Yu, Chao Sun, Jian Xiao, Yinglong Li)....Pages 837-853
 Energy-Efficient and Quality of Experience-Aware Resource Provisioning for Massively Multiplayer Online Games in the Cloud  (Yongqiang Gao, Lin Wang, Zhulong Xie, Wenhui Guo, Jiantao Zhou)....Pages 854-869
 A Cost-Effective Deadline-Constrained Scheduling Strategy for a Hyperparameter Optimization Workflow for Machine Learning Algorithms  (Yan Yao, Jian Cao, Zitai Ma)....Pages 870-878
 Transparently Capturing Execution Path of Service/Job Request Processing  (Yong Yang, Long Wang, Jing Gu, Ying Li)....Pages 879-887
Back Matter ....Pages 889-891