IEEE ICWS 2022 Technical Program

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ICWS Symposium on Services for Machine Learning

link ICWS Symposium on Services for Machine Learning - Session 1 (CWS-SYM1)
Monday July 11, 14:00-15:15
Room: Theater Room
Session Chair: Fabio Casati, Servicenow

CWS_SYM_140
Temporal Match Analysis and Recommending Substitutions in Live Soccer Games
Yuval Berman, Sajib Mistry, Joby Mathew and Aneesh Krishna

CWS_SYM_189
Enabling Multi-Provider Cloud Network Service Bundling
Imen Jerbi, Nour Assy, Mohamed Sellami, Hayet Brabra, Walid Gaaloul, Sami Bhiri, Olivier Tirat and Djamal Zeghlache

CWS_SYM_191
How Composable is the Web? An Empirical Study on OpenAPI Data model Compatibility
Souhaila Serbout, Cesare Pautasso and Uwe Zdun

CWS_SYM_192
Knowledge Base 4.0: Using Crowdsourcing Services for Mimicking the Knowledge of Domain Experts (short paper)
Amin Beheshti

link ICWS Symposium Session 2 (CWS-SYM2)
Monday July 11, 15:15-16:30
Room: Theater Room
Session Chair: Boualem Benatallah, Dublin City University

CWS_SYM_194
A Blockchain-based Framework in Support of Privacy Preferences Enforcement for Scientific Workflow
Federico Daidone, Barbara Carminati and Elena Ferrari

CWS_SYM_PNL
Panel: Bias in ML - From Bias in ML Service to Bias in ML-Powered Processes
Panelists:
Boualem Benatallah, Dublin City University
Fabio Casati, Servicenow
Cesare Pautasso, USI Lugano
Marcos Baez, Bielefeld University of Applied Sciences
Yacine Gaci, University of Lyon

Services and Data/Big Data I (CWS1)
Monday July 11, 17:00-18:00
Room 019
Session Chair: Boualem Benatallah, Dublin City University

CWS_INV_193
DevSecOps-based Assurance Process for Big Data Analytics
Marco Anisetti, Nicola Bena, Filippo Berto and Gwanggil Jeon

CWS_SHT_086
Multi-agent Multi-armed Bandit Learning for Content Caching in Edge Networks
Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen and Zongpeng Li


Services Discovery, Selection and Recommendation I (CWS2)
Tuesday July 12, 09:00-10:15
Room 019
Session Chair: Buqing Cao, Hunan University of Science & Technology

CWS_REG_005
Spatio-Temporal Mogrifier LSTM and Attention Network for Next POI Recommendation
Yihao Zhang, Pengxiang Lan, Yuhao Wang and Haoran Xiang

CWS_REG_032
Integrating the Pre-trained Item Representations with Reformed Self-attention Network for Sequential Recommendation
Guanzhong Liang, Wei Zhou, Jie Liao and Junhao Wen

CWS_REG_169
Call Limit-Based Composite Service Selection
Karim Benouaret, Juba Agoun, Idir Benouaret and François Charoy


Service Oriented Technology Trends (CWS3)
Tuesday July 12, 10:45-12:00
Room 019
Session Chair: Walid Gaaloul, Telecom SudParis

CWS_REG_163
Joint Service Placement and Computation Scheduling in Edge Clouds
Ran Bi, Ting Peng, Jiankang Ren, Xiaolin Fang and Guozhen Tan

CWS_REG_142
Low Latency Deployment of Service-based Data-intensive Applications in Cloud-Edge Environment
Jingtan Jia and Pengwei Wang

CWS_SHT_096
A Mobility-Aware and Fault-Tolerant Service Offloading Method in Mobile Edge Computing
Tingyan Long, Yong Ma, Yunni Xia, Xuan Xiao, Qinglan Peng and Jiale Zhao

Services applications & Services and Data/Big Data (CWS4)
Tuesday July 12, 17:30-18:45
Room 019
Session Chair: Karim Benouaret, Lyon 1 University

CWS_SHT_020
CLOSED: A Cloud-Edge Dynamic Collaborative Strategy for Complex Event Detection
Jian Cao, He Huang and Siyou Qian

CWS_SHT_139
Databox-based Delivery Service via Blockchain
Minfeng Qi, Zhiyu Xu, Ziyuan Wang, Shiping Chen and Yang Xiang

CWS_SHT_048
Handling Memory Pointers in Communication Between Microservices
Vini Kanvar, Srikanth Tamilselvam and Raghavan Komondoor

Extended Session on Service Architecture (CWS5)
Tuesday July 12, 18:45-19:45
Room 019
Session Chair: Karim Benouaret, Lyon 1 University

CWS_SHT_3111
Quality of Experience Optimization in IoT Energy Services
Amani Abusafia, Athman Bouguettaya and Abdallah Lakhdari

CWS_SHT_5707
IoS-OSA: Open System Architecture for Internet of Services
Xiaofei Xu, Xiao Wang, Hanchuan Xu, Guiling Wang, Zhiying Tu, Shuangxi Huang and Zhongjie Wang

CWS_SHT_9713
Service-Oriented Architecture for Drone-based Multi-Package Delivery
Babar Shahzaad and Athman Bouguettaya

Services QoS Management I (CWS6)
Wednesday July 13, 09:00-10:15
Room 019
Session Chair: Sami Yangui, INSA de Toulouse

CWS_REG_094
TS-InvarNet: Anomaly Detection and Localization based onTempo-spatial KPI Invariants in Distributed Services
Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He and Xiaoyun Li

CWS_REG_134
Service Caching for Meteorological Emergency Decision-making in Cloud-Edge Computing
Hanzhi Yan, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang and Wanchun Dou

CWS_REG_172
HRA: An Intelligent Holistic Resource Autoscaling Framework for Multi-service Applications
Chunyang Meng, Jingwan Tong, Maolin Pan and Yang Yu


Service Applications beyond the Web I (CWS7)
Wednesday July 13, 10:45-12:00
Room 019
Session Chair: TBA

CWS_REG_078
History-Assisted Online User Allocation in Mobile Edge Computing
Xin He, Jiaqi Zheng, Haipeng Dai, Bowen Liu, Wanchun Dou, Guihai Chen and Fu Xiao

CWS_REG_143
Context-aware IoT Service Recommendation: A Deep Collaborative Filtering-based Approach
Zhen Wang, Chang-ai Sun and Marco Aiello

CWS_REG_161
LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service
Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao and Guihai Chen


Services Discovery, Selection and Recommendation II (CWS8)
Wednesday July 13, 12:00-13:00
Room 019
Session Chair: Buqing Cao, Hunan University of Science & Technology

CWS_SHT_047
srVPA: A Multi-Domain Conversational Service Recommendation Approach
Min Liu, Demin Yu, Zhiying Tu and Zhongjie Wang

CWS_SHT_070
A Knowledge Graph based Approach for Apps Permission Recommendation
Huwei Zhang, Zhiyong Feng, Jianmao Xiao, Zhixiong Ye, Guodong Fan, Shizhan Chen and Xiao Xue

CWS_SHT_104
Capturing Users' Fresh Interests via Evolving Session-Based Social Recommendation
Hongqi Chen, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu, Yingchao Sun, Yanwei Xu and Gaoyong Han


Services and Data/Big Data II (CWS9)
Wednesday July 13, 14:15-15:30
Room 019
Session Chair: Marco Anisetti, Università degli Studi di Milano

CWS_REG_028
CEDS:Center-Edge Collaborative Data Service for Mobile IoT Data Management
Ziang Huang, Haopeng Chen, Lin Gui, Jiansi Wang and Zhengtong Zhang

CWS_REG_090
Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads
Morgan Geldenhuys, Dominik Scheinert, Odej Kao and Lauritz Thamsen

CWS_REG_146
Utility-aware Semantics for Alternative Service Expressions in Federated SPARQL Queries
Lars Heling and Maribel Acosta

Services Security, Privacy and Trust (CWS10)
Thursday July 14, 09:00-10:15
Room 019
Session Chair: Filippo Berto, Università degli Studi di Milano

CWS_REG_106
Privacy Leakage Vulnerability Detection for Privacy-Preserving Computation Services
Su Zhang and Ying Zhang

CWS_REG_147
RuleCache: Accelerating Web Application Firewalls by On-line Learning Traffic Patterns
Xiaoyi Chen, Qingni Shen, Peng Cheng, Yongqiang Xiong and Zhonghai Wu

CWS_SHT_103
Dependable Workflow Scheduling for Microservice QoS Based on Deep Q-Network
Xiaoming Yu, Wenjun Wu and Yangzhou Wang

Service Oriented Software Engineering I (CWS11)
Thursday July 14, 10:45-12:00
Room 019
Session Chair: Marco Anisetti, Università degli Studi di Milano

CWS_REG_072
MisuseHint: A Service for API Misuse Detection Based on Building Knowledge Graph from Document and Codebase
Qingmi Liang, Zhirui Kuai, Yangqi Zhang, Zhiyang Zhang, Li Kuang and Lingyan Zhang

CWS_REG_077
ASTL: Accumulative Signal Temporal Logic for IoT Service Monitoring
Deng Zhao, Zhangbing Zhou, Zhipeng Cai, Teng Long, Sami Yangui and Xiao Xue

CWS_REG_186
An Integrated Framework for Fault Resolution in Business Processes
Muhammad Adeel Zahid, Ayesha Afzal, Ahmed Akhtar, Basit Shafiq, Jaideep Vaidya and Shafay Shamail

Semantic & Services Composition (CWS12)
Thursday July 14, 10:45-12:00
Room 011
Session Chair: Karim Benouaret, Lyon 1 University

CWS_REG_098
Game Theory based D2D Collaborative Offloading for Workflow Applications in Mobile Edge Computing
Cheng Qian, Gansen Zhao and Haoyu Luo

CWS_REG_115
WoR Ontology: Modeling Resources in Web Connected Environments
Lara Kallab, Richard Chbeir, Sana Sellami and Omar Boucelma

CWS_SHT_066
Online Learning Using Incomplete Execution Data for Self-Adaptive Service-Oriented Systems
Niranjana Deshpande, Naveen Sharma, Qi Yu and Daniel Krutz

link ICWS Keynote Address - Michael Sheng, Macquarei University
Unleashing the Full Potential of the Internet of Things: A Service Perspective
Thursday July 14, 12:00-13:00
Room 019


Extended Session on Service Systems (CWS13)
Friday July 15, 14:00-15:15
Room 019
Session Chair: TBA

CWS_REG_9462
Density-Based Pruning of Drone Swarm Services
Balsam Alkouz, Athman Bouguettaya and Abdallah Lakhdari

CWS_REG_9177
A Deep Learning based Personalized QoE/QoS Correlation Model for Composite Services
Min Li, Hanchuan Xu, Zhiying Tu, Tonghua Su, Xiaofei Xu and Zhongjie Wang

CWS_REG_5099
A Privacy-Preserving Oriented Service Recommendation Approach based on Personal Data Cloud and Federated Learning
Haochen Yuan, Chao Ma, Zhenxiang Zhao, Xiaofei Xu and Zhongjie Wang

Service Applications beyond the Web II (CWS14)
Friday July 15, 14:00-15:15
Room 010
Session Chair: Claudio Ardagna, Universita degli Studi di Milano

CWS_SHT_183
Evidential Temporal-Aware Graph-based Social Event Detection via Dempster-Shafer Theory
Jiaqian Ren, Lei Jiang, Hao Peng, Zhiwei Liu, Jia Wu and Philip Yu

CWS_SHT_155
A Declarative Approach to Topology-Aware Serverless Function-Execution Scheduling
Giuseppe De Palma, Saverio Giallorenzo, Jacopo Mauro, Matteo Trentin and Gianluigi Zavattaro

CWS_SHT_074
Improving Business Process Resilience to Long-tailed Business Events via Low-code
Jingwei Zhu, Jun Peng, Liang Zhang and Hong-Linh Truong

Services QoS Management II (CWS15)
Friday July 15, 15:45-17:00
Room 010
Session Chair: Sami Yangui, INSA de Toulouse

CWS_SHT_041
Online Pricing-based Content Cache Trading for Multi-Provider Vehicular Networks
Haowei Chen, Shuiguang Deng, Hongze Zhu and Cheng Zhang

CWS_SHT_043
Is it fair? Resource allocation for differentiated services on demands
Ran Zhang, Ning Liu, Lei Liu, Wei Zhang, Haitao Yuan, Mianxiong Dong and Lizhen Cui

CWS_SHT_145
Interval-valued Skyline Web Service Selection on Incomplete QoS
Yanjun Shu, Jianhang Zhang, Decheng Zuo and Quan Z. Sheng

CWS_SHT_170
BIECS: A Blockchain-based Intelligent Edge Cooperation System for Latency-Sensitive Services
Xin Du, Xuzhao Chen, Zhihui Lu, Qiang Duan, Yujie Wang and Jie Wu

Service Oriented Software Engineering II (CWS16)
Friday July 15, 15:45-17:00
Room 010
Session Chair: Mehdi Bahrami, Fujitsu Research of America

CWS_SHT_027
Deep Attentive Anomaly Detection for Microservice Systems with Multimodal Time-Series Data
Yufu Chen, Meng Yan, Dan Yang, Xiaohong Zhang and Ziliang Wang

CWS_SHT_113
Cost-Aware Multidimensional Auto-Scaling of Service- and Cloud-Based Dynamic Routing to Prevent System Overload
Amirali Amiri, Uwe Zdun, André van Hoorn and Schahram Dustdar

CWS_SHT_175
An Intelligent Data-Centric Web Crawler Service for API Corpus Construction at Scale
Mehdi Assefi, Mehdi Bahrami, Sarthak Arora, Thiab Taha, Hamid R. Arabnia, Khaled Rasheed and Wei-Peng Chen

CWS_SHT_178
Log2MS: a framework for automated refactoring monolith into microservices using execution logs
Bo Liu, Jingliu Xiong, Qiurong Ren, Shmuel Tyszberowicz and Zheng Yang