| 2021 | A Decision Model for Selecting Patterns and Strategies to Decompose Applications into Microservices. Muhammad Waseem, Peng Liang, Gastón Márquez, Mojtaba Shahin, Arif Ali Khan, Aakash Ahmad |
| 2021 | A Reinforcement Learning Approach for Re-allocating Drone Swarm Services. Balsam Alkouz, Athman Bouguettaya |
| 2021 | A Reinforcement Learning-Based Service Model for the Internet of Things. Christian Cabrera, Siobhán Clarke |
| 2021 | A Structure Alignment Deep Graph Model for Mashup Recommendation. Eduardo Lima, Xumin Liu |
| 2021 | API-PROGRAM: An API Package Recommendation Model Based on the Graph Representation Learning Method. Qing Qi, Jian Cao, Yancen Liu |
| 2021 | An Adaptive Charging Scheduling for Electric Vehicles Using Multiagent Reinforcement Learning. Xian-Long Lee, Hong-Tzer Yang, Wen-jun Tang, Adel Nadjaran Toosi, Edward Lam |
| 2021 | An Attention-Based Forecasting Network for Intelligent Services in Manufacturing. Xinyi Zhou, Xiaofeng Gao |
| 2021 | An Embedded Representation Learning of Relational Clinical Codes. Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges |
| 2021 | Application-Platform Co-design for Serverless Data Processing. Sebastian Werner, Stefan Tai |
| 2021 | Are Developers Equally Concerned About Making Their APIs RESTful and the Linguistic Quality? A Study on Google APIs. Francis Palma, Osama Zarraa, Ahmad Sadia |
| 2021 | Assessing the Impact of Context Data on Process Outcomes During Runtime. Matthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma |
| 2021 | Automated Paraphrase Generation with Over-Generation and Pruning Services. Auday Berro, Marcos Báez, Boualem Benatallah, Khalid Benabdeslem, Mohammad-ali Yaghub Zade Fard |
| 2021 | BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big Data. Volker Gruhn, Yanbo Han, Marc Hesenius, Manfred Reichert, Guiling Wang, Jian Yu, Liang Zhang |
| 2021 | Blockchain-Based Result Verification for Computation Offloading. Benjamin Körbel, Marten Sigwart, Philipp Frauenthaler, Michael Sober, Stefan Schulte |
| 2021 | Boreas - A Service Scheduler for Optimal Kubernetes Deployment. Torgeir Lebesbye, Jacopo Mauro, Gianluca Turin, Ingrid Chieh Yu |
| 2021 | CSSR: A Context-Aware Sequential Software Service Recommendation Model. Mingwei Zhang, Jiayuan Liu, Weipu Zhang, Ke Deng, Hai Dong, Ying Liu |
| 2021 | Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing. Ruichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu |
| 2021 | Cross-Silo Process Mining with Federated Learning. Asjad Khan, Aditya Ghose, Hoa Khanh Dam |
| 2021 | Deep Reinforcement Learning Based Task Offloading Strategy Under Dynamic Pricing in Edge Computing. Bing Shi, Feiyang Chen, Xing Tang |
| 2021 | DeepPatterns: Predicting Mobile Apps Usage from Spatio-Temporal and Contextual Features. Basem Suleiman, Kevin Lu, Hong Wa Chan, Muhammad Johan Alibasa |
| 2021 | DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System. Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta |
| 2021 | Dynamic Conflict Resolution of IoT Services in Smart Homes. Dipankar Chaki, Athman Bouguettaya |
| 2021 | Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters. Xiaoyu Zhang, Shixun Huang, Hai Dong, Zhifeng Bao |
| 2021 | Energy-Aware Placement of Device-to-Device Mediation Services in IoT Systems. Abdessalam Elhabbash, Yehia Elkhatib |
| 2021 | Evaluating Stability of Post-hoc Explanations for Business Process Predictions. Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta |
| 2021 | Evaluating and Improving Microservice Architecture Conformance to Architectural Design Decisions. Evangelos Ntentos, Uwe Zdun, Konstantinos Plakidas, Sebastian Geiger |
| 2021 | Evaluating the Security of Machine Learning Based IoT Device Identification Systems Against Adversarial Examples. Anahita Namvar, Chandra Thapa, Salil S. Kanhere, Seyit Camtepe |
| 2021 | Fairness-Aware Crowdsourcing of IoT Energy Services. Abdallah Lakhdari, Athman Bouguettaya |
| 2021 | Formalising Solutions to REST API Practices as Design (Anti)Patterns. Van Tuan Tran, Manel Abdellatif, Yann-Gaël Guéhéneuc |
| 2021 | Graph-Based Data Deduplication in Mobile Edge Computing Environment. Ruikun Luo, Hai Jin, Qiang He, Song Wu, Zilai Zeng, Xiaoyu Xia |
| 2021 | H-STREAM: Composing Microservices for Enacting Stream and Histories Analytics Pipelines. Genoveva Vargas-Solar, Javier A. Espinosa-Oviedo |
| 2021 | IaaS Signature Change Detection with Performance Noise. Sheik Mohammad Mostakim Fattah, Athman Bouguettaya |
| 2021 | Improving Load Balancing for Modern Data Centers Through Resource Equivalence Classes. Kaiyue Duan, Yusen Li, Trent G. Marbach, Gang Wang, Xiaoguang Liu |
| 2021 | Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method. Xiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu |
| 2021 | Interactive Segmentation of User Interface Logs. Simone Agostinelli, Francesco Leotta, Andrea Marrella |
| 2021 | Interval-Based Remaining Time Prediction for Business Processes. Chi Wang, Jian Cao |
| 2021 | Joint Optimization of UAV Trajectory and Task Scheduling in SAGIN: Delay Driven. Hongyue Kang, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic, Junchao Fan |
| 2021 | KG2Code: Correct Code Examples Mining Service Based on Knowledge Graph for Fixing API Misuses. Yangqi Zhang, Zhirui Kuai, Wenjin Yao, Zhiyang Zhang, Li Kuang |
| 2021 | KOSMOS: Vertical and Horizontal Resource Autoscaling for Kubernetes. Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano |
| 2021 | Locating False Data Injection Attacks on Smart Grids Using D-FACTS Devices. Beibei Li, Qingyun Du, Jiarui Song, Aohan Li, Xiaoxia Ma |
| 2021 | Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning. Tao Shi, Hui Ma, Gang Chen, Sven Hartmann |
| 2021 | LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection. Yongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu |
| 2021 | LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision. Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Alexander Acker |
| 2021 | MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification. Jing Zhang, Changran Lei, Yilong Yang, Borui Wang, Yang Chen |
| 2021 | Migration-Based Service Allocation Optimization in Dynamic IoT Networks. Mengyu Sun, Zhangbing Zhou, Xiao Xue, Walid Gaaloul |
| 2021 | Model Checking of Solidity Smart Contracts Adopted for Business Processes. Ikram Garfatta, Kaïs Klai, Mohamed Graïet, Walid Gaaloul |
| 2021 | Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen |
| 2021 | On the Scalability of Compositions of Service-Oriented Applications. Nicolás Pozas, Francisco Durán |
| 2021 | Pangaea: Semi-automated Monolith Decomposition into Microservices. Simone Staffa, Giovanni Quattrocchi, Alessandro Margara, Gianpaolo Cugola |
| 2021 | Prediction-Awareness Edge User Allocating in Edge Based Intelligent Video Systems Driven by Priority. Liqiang Xu, Gaofeng Zhang, Ensheng Liu, Benzhu Xu, Liping Zheng |
| 2021 | Privacy-Aware Identity Cloning Detection Based on Deep Forest. Ahmed Alharbi, Hai Dong, Xun Yi, Prabath Abeysekara |
| 2021 | Privacy-Preserving Worker Recruitment Under Variety Requirement in Spatial Crowdsourcing. Zhixiang Zhang, An Liu, Shushu Liu, Zhixu Li, Lei Zhao |
| 2021 | Representation Learning Based Query Decomposition for Batch Shortest Path Processing in Road Networks. Niu Chen, An Liu, Guanfeng Liu, Jiajie Xu, Lei Zhao |
| 2021 | Resource Management for TensorFlow Inference. Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi |
| 2021 | Service Allocation/Placement in Multi-Access Edge Computing with Workload Fluctuations. Subrat Prasad Panda, Kaustabha Ray, Ansuman Banerjee |
| 2021 | Service Deployment with Predictive Ability for Data Stream Processing in a Cloud-Edge Environment. Shouli Zhang, Chen Liu, Han Li, Zhuofeng Zhao, Xiaohong Li |
| 2021 | Service-Oriented Computing - 19th International Conference, ICSOC 2021, Virtual Event, November 22-25, 2021, Proceedings Hakim Hacid, Odej Kao, Massimo Mecella, Naouel Moha, Hye-Young Paik |
| 2021 | ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation. Xin Wang, Pingyi Zhou, Yasheng Wang, Xiao Liu, Jin Liu, Hao Wu |
| 2021 | Sprelog: Log-Based Anomaly Detection with Self-matching Networks and Pre-trained Models. Haitian Yang, Xuan Zhao, Degang Sun, Yan Wang, Weiqing Huang |
| 2021 | T2L2: A Tiny Three Linear Layers Model for Service Mashup Creation. Minyi Liu, Yeqi Zhu, Hanchuan Xu, Zhiying Tu, Zhongjie Wang |
| 2021 | TAGen: Generating Trigger-Action Rules for Smart Homes by Mining Event Traces. Liwei Liu, Wei Chen, Lu Liu, Kangkang Zhang, Jun Wei, Yan Yang |
| 2021 | ThunQ: A Distributed and Deep Authorization Middleware for Early and Lazy Policy Enforcement in Microservice Applications. Martijn Sauwens, Emad Heydari Beni, Kristof Jannes, Bert Lagaisse, Wouter Joosen |
| 2021 | Top-k Dynamic Service Composition in Skyway Networks. Babar Shahzaad, Athman Bouguettaya |
| 2021 | Trustworthy Cross-Organizational Collaborations with Hybrid On/Off-Chain Declarative Choreographies. Tiphaine Henry, Amina Brahem, Nassim Laga, Julien Hatin, Walid Gaaloul, Boualem Benatallah |
| 2021 | Trustworthy Pre-processing of Sensor Data in Data On-Chaining Workflows for Blockchain-Based IoT Applications. Jonathan Heiss, Anselm Busse, Stefan Tai |
| 2021 | Vertical Scaling of Resource for OpenMP Application. Junfeng Zhao, Minjia Zhang, Hongji Yang |
| 2021 | WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge Computing. Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Raj Gaire, Muhammad Aamir Cheema |
| 2021 | Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs Assessment. Martina De Sanctis, Ludovico Iovino, Maria Teresa Rossi, Manuel Wimmer |