Table of Contents

• Assessing the Impact of Context Data on Process Outcomes During RuntimeMatthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma. 3-18 [doi]
• DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender SystemAsjad Khan, Hung Le, Kien Do, Truyen Tran 0001, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta. 19-33 [doi]
• Interval-Based Remaining Time Prediction for Business ProcessesChi Wang, Jian Cao. 34-48 [doi]
• Evaluating Stability of Post-hoc Explanations for Business Process PredictionsMythreyi Velmurugan, Chun Ouyang 0001, Catarina Moreira, Renuka Sindhgatta. 49-64 [doi]
• Interactive Segmentation of User Interface LogsSimone Agostinelli, Francesco Leotta, Andrea Marrella. 65-80 [doi]
• Trustworthy Cross-Organizational Collaborations with Hybrid On/Off-Chain Declarative ChoreographiesTiphaine Henry, Amina Brahem, Nassim Laga, Julien Hatin, Walid Gaaloul, Boualem Benatallah. 81-96 [doi]
• Blockchain-Based Result Verification for Computation OffloadingBenjamin Körbel, Marten Sigwart, Philipp Frauenthaler, Michael Sober, Stefan Schulte 0002. 99-115 [doi]
• Model Checking of Solidity Smart Contracts Adopted for Business ProcessesIkram Garfatta, Kaïs Klai, Mohamed Graïet, Walid Gaaloul. 116-132 [doi]
• Trustworthy Pre-processing of Sensor Data in Data On-Chaining Workflows for Blockchain-Based IoT ApplicationsJonathan Heiss, Anselm Busse, Stefan Tai. 133-149 [doi]
• Formalising Solutions to REST API Practices as Design (Anti)PatternsVan Tuan Tran, Manel Abdellatif, Yann-Gaël Guéhéneuc. 153-170 [doi]
• Are Developers Equally Concerned About Making Their APIs RESTful and the Linguistic Quality? A Study on Google APIsFrancis Palma, Osama Zarraa, Ahmad Sadia. 171-187 [doi]
• Evaluating and Improving Microservice Architecture Conformance to Architectural Design DecisionsEvangelos Ntentos, Uwe Zdun, Konstantinos Plakidas, Sebastian Geiger. 188-203 [doi]
• ThunQ: A Distributed and Deep Authorization Middleware for Early and Lazy Policy Enforcement in Microservice ApplicationsMartijn Sauwens, Emad Heydari Beni, Kristof Jannes, Bert Lagaisse, Wouter Joosen. 204-220 [doi]
• Boreas - A Service Scheduler for Optimal Kubernetes DeploymentTorgeir Lebesbye, Jacopo Mauro, Gianluca Turin, Ingrid Chieh Yu. 221-237 [doi]
• Resource Management for TensorFlow InferenceLuciano Baresi, Giovanni Quattrocchi, Nicholas Rasi. 238-253 [doi]
• Representation Learning Based Query Decomposition for Batch Shortest Path Processing in Road NetworksNiu Chen, An Liu, Guanfeng Liu, Jiajie Xu 0001, Lei Zhao. 257-272 [doi]
• An Adaptive Charging Scheduling for Electric Vehicles Using Multiagent Reinforcement LearningXian-Long Lee, Hong Tzer Yang, Wen-jun Tang, Adel N. Toosi, Edward Lam 0001. 273-286 [doi]
• Locating False Data Injection Attacks on Smart Grids Using D-FACTS DevicesBeibei Li, Qingyun Du, Jiarui Song, Aohan Li, Xiaoxia Ma. 287-301 [doi]
• Privacy-Preserving Worker Recruitment Under Variety Requirement in Spatial CrowdsourcingZhixiang Zhang, An Liu 0002, Shushu Liu, Zhixu Li, Lei Zhao 0001. 302-316 [doi]
• T2L2: A Tiny Three Linear Layers Model for Service Mashup CreationMinyi Liu, Yeqi Zhu, Hanchuan Xu, Zhiying Tu, Zhongjie Wang. 317-331 [doi]
• Energy-Aware Placement of Device-to-Device Mediation Services in IoT SystemsAbdessalam Elhabbash, Yehia Elkhatib. 335-350 [doi]
• Fairness-Aware Crowdsourcing of IoT Energy ServicesAbdallah Lakhdari, Athman Bouguettaya. 351-367 [doi]
• Dynamic Conflict Resolution of IoT Services in Smart HomesDipankar Chaki, Athman Bouguettaya. 368-384 [doi]
• Migration-Based Service Allocation Optimization in Dynamic IoT NetworksMengyu Sun, ZhangBing Zhou, Xiao Xue, Walid Gaaloul. 385-399 [doi]
• Automated Paraphrase Generation with Over-Generation and Pruning ServicesAuday Berro, Marcos Báez, Boualem Benatallah, Khalid Benabdeslem, Mohammad-ali Yaghub Zade Fard. 400-414 [doi]
• Privacy-Aware Identity Cloning Detection Based on Deep ForestAhmed AlHarbi, Hai Dong, Xun Yi, Prabath Abeysekara. 415-430 [doi]
• Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network ServicesYiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen. 431-445 [doi]
• On the Scalability of Compositions of Service-Oriented ApplicationsNicolás Pozas, Francisco Durán 0001. 449-463 [doi]
• ServiceBERT: A Pre-trained Model for Web Service Tagging and RecommendationXin Wang, Pingyi Zhou, Yasheng Wang, Xiao Liu, Jin Liu, Hao Wu. 464-478 [doi]
• Top-k Dynamic Service Composition in Skyway NetworksBabar Shahzaad, Athman Bouguettaya. 479-495 [doi]
• Graph-Based Data Deduplication in Mobile Edge Computing EnvironmentRuikun Luo, Hai Jin 0001, Qiang He 0001, Song Wu, Zilai Zeng, Xiaoyu Xia. 499-515 [doi]
• IaaS Signature Change Detection with Performance NoiseSheik Mohammad Mostakim Fattah, Athman Bouguettaya. 516-530 [doi]
• WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge ComputingMohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Raj Gaire 0001, Muhammad Aamir Cheema. 531-547 [doi]
• Improving Load Balancing for Modern Data Centers Through Resource Equivalence ClassesKaiyue Duan, Yusen Li, Trent G. Marbach, Gang Wang, Xiaoguang Liu. 548-562 [doi]
• Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge ComputingRuichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu. 563-577 [doi]
• Deep Reinforcement Learning Based Task Offloading Strategy Under Dynamic Pricing in Edge ComputingBing Shi, Feiyang Chen, Xing Tang 0001. 578-594 [doi]
• BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big DataVolker Gruhn, Yanbo Han, Marc Hesenius, Manfred Reichert, Guiling Wang 0002, Jian Yu, Liang Zhang. 597-611 [doi]
• Cross-Silo Process Mining with Federated LearningAsjad Khan, Aditya Ghose, Hoa Khanh Dam. 612-626 [doi]
• Application-Platform Co-design for Serverless Data ProcessingSebastian Werner, Stefan Tai. 627-640 [doi]
• A Reinforcement Learning Approach for Re-allocating Drone Swarm ServicesBalsam Alkouz, Athman Bouguettaya. 643-651 [doi]
• TAGen: Generating Trigger-Action Rules for Smart Homes by Mining Event TracesLiwei Liu, Wei Chen, Lu Liu, Kangkang Zhang, Jun Wei, Yan Yang. 652-662 [doi]
• Joint Optimization of UAV Trajectory and Task Scheduling in SAGIN: Delay DrivenHongyue Kang, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic, Junchao Fan. 663-671 [doi]
• Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs AssessmentMartina de Sanctis, Ludovico Iovino, Maria Teresa Rossi, Manuel Wimmer. 672-681 [doi]
• A Structure Alignment Deep Graph Model for Mashup RecommendationEduardo Lima, Xumin Liu. 682-690 [doi]
• CSSR: A Context-Aware Sequential Software Service Recommendation ModelMingwei Zhang, Jiayuan Liu, Weipu Zhang, Ke Deng, Hai Dong, Ying Liu. 691-699 [doi]
• LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak SupervisionThorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Alexander Acker. 700-707 [doi]
• LogDP: Combining Dependency and Proximity for Log-Based Anomaly DetectionYongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu. 708-716 [doi]
• MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services ClassificationJing Zhang, Changran Lei, Yilong Yang 0001, Borui Wang, Yang Chen. 717-727 [doi]
• Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation MethodXiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu 0001. 728-735 [doi]
• Sprelog: Log-Based Anomaly Detection with Self-matching Networks and Pre-trained ModelsHaitian Yang, Xuan Zhao, Degang Sun, Yan Wang, Weiqing Huang. 736-743 [doi]
• Service Allocation/Placement in Multi-Access Edge Computing with Workload FluctuationsSubrat Prasad Panda, Kaustabha Ray, Ansuman Banerjee. 747-755 [doi]
• Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement LearningTao Shi, Hui Ma 0001, Gang Chen 0002, Sven Hartmann. 756-764 [doi]
• Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay MattersXiaoyu Zhang, Shixun Huang, Hai Dong, Zhifeng Bao. 765-772 [doi]
• Prediction-Awareness Edge User Allocating in Edge Based Intelligent Video Systems Driven by PriorityLiqiang Xu, Gaofeng Zhang, Ensheng Liu, Benzhu Xu, Liping Zheng. 773-780 [doi]
• Service Deployment with Predictive Ability for Data Stream Processing in a Cloud-Edge EnvironmentShouli Zhang, Chen Liu, Han Li, Zhuofeng Zhao, Xiaohong Li 0001. 781-789 [doi]
• A Reinforcement Learning-Based Service Model for the Internet of ThingsChristian Cabrera 0001, Siobhán Clarke. 790-799 [doi]
• Evaluating the Security of Machine Learning Based IoT Device Identification Systems Against Adversarial ExamplesAnahita Namvar, Chandra Thapa, Salil S. Kanhere, Seyit Camtepe. 800-810 [doi]
• DeepPatterns: Predicting Mobile Apps Usage from Spatio-Temporal and Contextual FeaturesBasem Suleiman, Kevin Lu, Hong Wa Chan, Muhammad Johan Alibasa. 811-818 [doi]
• KOSMOS: Vertical and Horizontal Resource Autoscaling for KubernetesLuciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano. 821-829 [doi]
• Pangaea: Semi-automated Monolith Decomposition into MicroservicesSimone Staffa, Giovanni Quattrocchi, Alessandro Margara, Gianpaolo Cugola. 830-838 [doi]
• Vertical Scaling of Resource for OpenMP ApplicationJunfeng Zhao, Minjia Zhang, Hongji Yang. 839-849 [doi]
• A Decision Model for Selecting Patterns and Strategies to Decompose Applications into MicroservicesMuhammad Waseem, Peng Liang 0001, Gastón Márquez, Mojtaba Shahin, Arif Ali Khan, Aakash Ahmad. 850-858 [doi]
• API-PROGRAM: An API Package Recommendation Model Based on the Graph Representation Learning MethodQing Qi, Jian Cao, Yancen Liu. 859-866 [doi]
• H-STREAM: Composing Microservices for Enacting Stream and Histories Analytics PipelinesGenoveva Vargas-Solar, Javier A. Espinosa-Oviedo. 867-874 [doi]
• KG2Code: Correct Code Examples Mining Service Based on Knowledge Graph for Fixing API MisusesYangqi Zhang, Zhirui Kuai, Wenjin Yao, Zhiyang Zhang, Li Kuang. 875-882 [doi]
• An Embedded Representation Learning of Relational Clinical CodesSuman Roy 0001, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges. 885-899 [doi]
• An Attention-Based Forecasting Network for Intelligent Services in ManufacturingXinyi Zhou, Xiaofeng Gao. 900-914 [doi]