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ORCID19th ICSOC 2021: Virtual Event
- Hakim Hacid
, Odej Kao, Massimo Mecella, Naouel Moha, Hye-young Paik:
Service-Oriented Computing - 19th International Conference, ICSOC 2021, Virtual Event, November 22-25, 2021, Proceedings. Lecture Notes in Computer Science 13121, Springer 2021, ISBN 978-3-030-91430-1
Processes
- Matthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma:
Assessing the Impact of Context Data on Process Outcomes During Runtime. 3-18 - Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta:
DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System. 19-33 - Chi Wang, Jian Cao:
Interval-Based Remaining Time Prediction for Business Processes. 34-48 - Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Stability of Post-hoc Explanations for Business Process Predictions. 49-64 - Simone Agostinelli, Francesco Leotta, Andrea Marrella:
Interactive Segmentation of User Interface Logs. 65-80 - Tiphaine Henry, Amina Brahem, Nassim Laga, Julien Hatin, Walid Gaaloul, Boualem Benatallah:
Trustworthy Cross-Organizational Collaborations with Hybrid On/Off-Chain Declarative Choreographies. 81-96
Blockchains and Smart Contracts
- Benjamin Körbel, Marten Sigwart, Philipp Frauenthaler, Michael Sober, Stefan Schulte:
Blockchain-Based Result Verification for Computation Offloading. 99-115 - Ikram Garfatta, Kaïs Klai, Mohamed Graïet, Walid Gaaloul:
Model Checking of Solidity Smart Contracts Adopted for Business Processes. 116-132 - Jonathan Heiss, Anselm Busse, Stefan Tai:
Trustworthy Pre-processing of Sensor Data in Data On-Chaining Workflows for Blockchain-Based IoT Applications. 133-149
Architectures, Microservices and APIs
- Van Tuan Tran, Manel Abdellatif, Yann-Gaël Guéhéneuc:
Formalising Solutions to REST API Practices as Design (Anti)Patterns. 153-170 - Francis Palma, Osama Zarraa, Ahmad Sadia:
Are Developers Equally Concerned About Making Their APIs RESTful and the Linguistic Quality? A Study on Google APIs. 171-187 - Evangelos Ntentos, Uwe Zdun, Konstantinos Plakidas, Sebastian Geiger:
Evaluating and Improving Microservice Architecture Conformance to Architectural Design Decisions. 188-203 - Martijn Sauwens, Emad Heydari Beni, Kristof Jannes, Bert Lagaisse, Wouter Joosen:
ThunQ: A Distributed and Deep Authorization Middleware for Early and Lazy Policy Enforcement in Microservice Applications. 204-220 - Torgeir Lebesbye, Jacopo Mauro, Gianluca Turin, Ingrid Chieh Yu:
Boreas - A Service Scheduler for Optimal Kubernetes Deployment. 221-237 - Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi:
Resource Management for TensorFlow Inference. 238-253
Applications and Miscellanea
- Niu Chen, An Liu, Guanfeng Liu, Jiajie Xu, Lei Zhao:
Representation Learning Based Query Decomposition for Batch Shortest Path Processing in Road Networks. 257-272 - Xian-Long Lee, Hong-Tzer Yang, Wen-jun Tang, Adel Nadjaran Toosi, Edward Lam:
An Adaptive Charging Scheduling for Electric Vehicles Using Multiagent Reinforcement Learning. 273-286 - Beibei Li, Qingyun Du, Jiarui Song, Aohan Li, Xiaoxia Ma:
Locating False Data Injection Attacks on Smart Grids Using D-FACTS Devices. 287-301 - Zhixiang Zhang, An Liu, Shushu Liu, Zhixu Li, Lei Zhao:
Privacy-Preserving Worker Recruitment Under Variety Requirement in Spatial Crowdsourcing. 302-316 - Minyi Liu, Yeqi Zhu, Hanchuan Xu, Zhiying Tu, Zhongjie Wang:
T2L2: A Tiny Three Linear Layers Model for Service Mashup Creation. 317-331
Internet-of-Things, Crowdsourced, Social, and Conversational Services
- Abdessalam Elhabbash, Yehia Elkhatib:
Energy-Aware Placement of Device-to-Device Mediation Services in IoT Systems. 335-350 - Abdallah Lakhdari, Athman Bouguettaya:
Fairness-Aware Crowdsourcing of IoT Energy Services. 351-367 - Dipankar Chaki, Athman Bouguettaya:
Dynamic Conflict Resolution of IoT Services in Smart Homes. 368-384 - Mengyu Sun, Zhangbing Zhou, Xiao Xue, Walid Gaaloul:
Migration-Based Service Allocation Optimization in Dynamic IoT Networks. 385-399 - Auday Berro, Marcos Báez, Boualem Benatallah, Khalid Benabdeslem, Mohammad-ali Yaghub Zade Fard:
Automated Paraphrase Generation with Over-Generation and Pruning Services. 400-414 - Ahmed Alharbi, Hai Dong, Xun Yi, Prabath Abeysekara:
Privacy-Aware Identity Cloning Detection Based on Deep Forest. 415-430 - Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen:
Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. 431-445
Service Composition and Recommendation
- Nicolás Pozas, Francisco Durán:
On the Scalability of Compositions of Service-Oriented Applications. 449-463 - Xin Wang, Pingyi Zhou, Yasheng Wang, Xiao Liu, Jin Liu, Hao Wu:
ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation. 464-478 - Babar Shahzaad, Athman Bouguettaya:
Top-k Dynamic Service Composition in Skyway Networks. 479-495
Cloud/edge Computing
- Ruikun Luo, Hai Jin, Qiang He, Song Wu, Zilai Zeng, Xiaoyu Xia:
Graph-Based Data Deduplication in Mobile Edge Computing Environment. 499-515 - Sheik Mohammad Mostakim Fattah, Athman Bouguettaya:
IaaS Signature Change Detection with Performance Noise. 516-530 - Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Raj Gaire, Muhammad Aamir Cheema:
WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge Computing. 531-547 - Kaiyue Duan, Yusen Li, Trent G. Marbach, Gang Wang, Xiaoguang Liu:
Improving Load Balancing for Modern Data Centers Through Resource Equivalence Classes. 548-562 - Ruichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu:
Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing. 563-577 - Bing Shi, Feiyang Chen, Xing Tang:
Deep Reinforcement Learning Based Task Offloading Strategy Under Dynamic Pricing in Edge Computing. 578-594
Vision Papers
- Volker Gruhn, Yanbo Han, Marc Hesenius, Manfred Reichert, Guiling Wang, Jian Yu, Liang Zhang:
BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big Data. 597-611 - Asjad Khan, Aditya Ghose, Hoa Khanh Dam:
Cross-Silo Process Mining with Federated Learning. 612-626 - Sebastian Werner, Stefan Tai:
Application-Platform Co-design for Serverless Data Processing. 627-640
Short Papers
- Balsam Alkouz, Athman Bouguettaya:
A Reinforcement Learning Approach for Re-allocating Drone Swarm Services. 643-651 - Liwei Liu, Wei Chen, Lu Liu, Kangkang Zhang, Jun Wei, Yan Yang:
TAGen: Generating Trigger-Action Rules for Smart Homes by Mining Event Traces. 652-662 - Hongyue Kang, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic, Junchao Fan:
Joint Optimization of UAV Trajectory and Task Scheduling in SAGIN: Delay Driven. 663-671 - Martina De Sanctis, Ludovico Iovino, Maria Teresa Rossi, Manuel Wimmer:
Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs Assessment. 672-681 - Eduardo Lima, Xumin Liu:
A Structure Alignment Deep Graph Model for Mashup Recommendation. 682-690 - Mingwei Zhang, Jiayuan Liu, Weipu Zhang, Ke Deng, Hai Dong, Ying Liu:
CSSR: A Context-Aware Sequential Software Service Recommendation Model. 691-699 - Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Alexander Acker:
LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision. 700-707 - Yongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu:
LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection. 708-716 - Jing Zhang, Changran Lei, Yilong Yang, Borui Wang, Yang Chen:
MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification. 717-727 - Xiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu:
Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method. 728-735 - Haitian Yang, Xuan Zhao, Degang Sun, Yan Wang, Weiqing Huang:
Sprelog: Log-Based Anomaly Detection with Self-matching Networks and Pre-trained Models. 736-743
Cloud/Edge/Fog Computing and Internet-of-Things
- Subrat Prasad Panda, Kaustabha Ray, Ansuman Banerjee:
Service Allocation/Placement in Multi-Access Edge Computing with Workload Fluctuations. 747-755 - Tao Shi, Hui Ma, Gang Chen, Sven Hartmann:
Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning. 756-764 - Xiaoyu Zhang, Shixun Huang, Hai Dong, Zhifeng Bao:
Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters. 765-772 - Liqiang Xu, Gaofeng Zhang, Ensheng Liu, Benzhu Xu, Liping Zheng:
Prediction-Awareness Edge User Allocating in Edge Based Intelligent Video Systems Driven by Priority. 773-780 - Shouli Zhang, Chen Liu, Han Li, Zhuofeng Zhao, Xiaohong Li:
Service Deployment with Predictive Ability for Data Stream Processing in a Cloud-Edge Environment. 781-789 - Christian Cabrera, Siobhán Clarke:
A Reinforcement Learning-Based Service Model for the Internet of Things. 790-799 - Anahita Namvar, Chandra Thapa, Salil S. Kanhere, Seyit Camtepe:
Evaluating the Security of Machine Learning Based IoT Device Identification Systems Against Adversarial Examples. 800-810 - Basem Suleiman, Kevin Lu, Hong Wa Chan, Muhammad Johan Alibasa:
DeepPatterns: Predicting Mobile Apps Usage from Spatio-Temporal and Contextual Features. 811-818
Microservices and APIs
- Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano:
KOSMOS: Vertical and Horizontal Resource Autoscaling for Kubernetes. 821-829 - Simone Staffa, Giovanni Quattrocchi, Alessandro Margara, Gianpaolo Cugola:
Pangaea: Semi-automated Monolith Decomposition into Microservices. 830-838 - Junfeng Zhao, Minjia Zhang, Hongji Yang:
Vertical Scaling of Resource for OpenMP Application. 839-849 - Muhammad Waseem, Peng Liang, Gastón Márquez, Mojtaba Shahin, Arif Ali Khan, Aakash Ahmad:
A Decision Model for Selecting Patterns and Strategies to Decompose Applications into Microservices. 850-858 - Qing Qi, Jian Cao, Yancen Liu:
API-PROGRAM: An API Package Recommendation Model Based on the Graph Representation Learning Method. 859-866 - Genoveva Vargas-Solar, Javier A. Espinosa-Oviedo:
H-STREAM: Composing Microservices for Enacting Stream and Histories Analytics Pipelines. 867-874 - Yangqi Zhang, Zhirui Kuai, Wenjin Yao, Zhiyang Zhang, Li Kuang:
KG2Code: Correct Code Examples Mining Service Based on Knowledge Graph for Fixing API Misuses. 875-882
Industry Papers
- Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges:
An Embedded Representation Learning of Relational Clinical Codes. 885-899 - Xinyi Zhou, Xiaofeng Gao:
An Attention-Based Forecasting Network for Intelligent Services in Manufacturing. 900-914
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