IEEE ICWS 2021 - Program Highlights

ICWS Technical Program

Conference code: CWS

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Date/Time Session Session Chair Presentation
Mon 9/6

15:00 - 16:20 pm
UTC time
CWS 1

Invited Papers I
Elena Ferrari
University of Insubria
CWS_INV_236
Hybrid Quantum Applications Need Two Orchestrations in Superposition: A Software Architecture Perspective
Benjamin Weder, Johanna Barzen, Frank Leymann and Michael Zimmermann

CWS_INV_237
Services for Zero Trust Architectures - A Research Roadmap
Elisa Bertino and Kenneth Brancik

CWS_INV_238
SLO Script: A Novel Language for Implementing Complex Cloud-Native Elasticity-Driven SLOs
Thomas Werner Pusztai, Stefan Nastic, Andrea Morichetta, Victor Casamayor Pujol, Schahram Dustdar, Xiaoning Ding, Deepak Vij and Ying Xiong
Mon 9/6

16:30 - 17:50 pm
UTC time
CWS 2

Invited Papers II
Elena Ferrari
University of Insubria
CWS_INV_240
A Uniform Quantum Computing Model based on Virtual Quantum Processors
Georg Gesek

CWS_INV_241
Crowd-Powered Hybrid Classification Services:Calibration is all you need
Burcu Sayin, Evgeny Krivosheev, Jorge Ramírez, Fabio Casati, Ekaterina Taran, Veronika Malanina and Jie Yang

CWS_INV_242
Deserv: Decentralized Serverless Computing
Samuel Christie, Amit Chopra and Munindar Singh
Mon 9/6

18:10 - 19:30 pm
UTC time
CWS 3

Services Composition I
Chouki Tibermacine
LIRMM, CRNS, Montpellier
CWS_REG_117
R-CASS: Using Algorithm Selection for Self-Adaptive Service Oriented Systems
Niranjana Deshpande, Naveen Sharma, Qi Yu and Daniel Krutz

CWS_SHT_114
Towards an adaptive curation services composition based on machine learning
Firas Zouari, Chirine Ghedira Guegan, Nadia Kabachi and Khouloud Boukadi
Tues 9/7

1:00 - 2:20 am
UTC time
CWS 4

Services Discovery, Selection & Recommendation I
Xiaolin Zheng
Zhejiang University
CWS_REG_061
TWLR: A Novel Truth Inference Approach based on Worker Representations for Crowdsourcing in the Low Redundancy Situation
Qianli Xing, Weiliang Zhao, Jian Yang, Jia Wu and Qi Wang

CWS_REG_071
SRaSLR: A Novel Social Relation Aware Service Label Recommendation Model
Yeqi Zhu, Mingyi Liu, Zhiying Tu, Tonghua Su, Xiaofei Xu and Zhongjie Wang

CWS_REG_089
ServeNet-LT: A Normalized Multi-head Deep Neural Network for Long-tailed Web Services Classification
Jing Zhang, Yang Chen, Yilong Yang, Changran Lei and Deqiang Wang
Tues 9/7

2:30 - 3:50 am
UTC time
CWS 5

Services Discovery, Selection & Recommendation II
Xiaolin Zheng
Zhejiang University
CWS_REG_094
Intention-oriented Hierarchical Bundle Recommendation with Preference Transfer
Meng Tan, Wei Chen, Weiqing Wang, An Liu and Lei Zhao

CWS_REG_145
Sequence and Distance Aware Transformer for Recommendation Systems
Runqiang Zang, Meiyun Zuo, Jilei Zhou, Yining Xue and Keman Huang

CWS_REG_149
Time-aware User Modeling with Check-in Time Prediction for Next POI Recommendation
Xin Wang, Xiao Liu, Li Li, Xiao Chen, Jin Liu and Hao Wu
Tues 9/7

4:10 - 5:30 am
UTC time
CWS 6

Services Discovery, Selection & Recommendation III
Bin Cao
Zhejiang University of Technology
CWS_REG_157
WSGCN4SLP: Weighted Signed Graph Convolutional Network for Service Link Prediction
Yong Xiao, Guosheng Kang, Jianxun Liu, Buqing Cao and Linghang Ding

CWS_REG_165
MatTrip: Multi-Functional Attention-based Neural Network for Semantic Travel Route Recommendation
Chenxiao Yang, Jiale Zhang, Xiaofeng Gao and Guihai Chen

CWS_SHT_047
To Wait or To Buy: A Recommendation Service for Airline Ticket Purchase Timing
Jian Cao and Yuchang Xu
Tues 9/7

18:50 - 20:10 pm
UTC time
CWS 7

Services Discovery, Selection & Recommendation IV
Paris Ghodous
University of Lyon
CWS_SHT_084
WorP: A Novel Worker Performance Prediction Model for General Tasks on Crowdsourcing Platforms
Qianli Xing, Weiliang Zhao, Jian Yang, Jia Wu and Qi Wang

CWS_SHT_148
Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service
Xin Wang, Xiao Liu, Jin Liu and Hao Wu

CWS_SHT_167
Alleviating the Matthew Effect in O2O Service Matching Process
Yuying Yang, Xiao Xue, Fozhi Hou, Shizhan Chen, Zhiyong Feng and Lejun Zhang
Tues 9/7

20:20 - 21:40 pm
UTC time
CWS 8

Services Discovery, Selection & Recommendation V
Michael Maximilien
IBM
CWS_SHT_174
Heterogeneous Graph Attention Network-Enhanced Web Service Classification
Mi Peng, Buqing Cao, Jianxun Liu, Junjie Chen, Guosheng Kang and Yiping Wen

CWS_SHT_195
Transfer Learning for Web Services Classification
Yilong Yang, Zhaotian Li, Jing Zhang and Yang Chen

CWS_SHT_198
Proactive composition of mobile IoT energy services
Abdallah Lakhdari and Athman Bouguettaya
Wed 9/8

1:00 - 2:20 am
UTC time
CWS 9

Service Applications Beyond the Web I
Zhongjie Wang
Harbin Institute of Technology
CWS_REG_066
NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query
Xiuqi Huang, Yuanning Gao, Xiaofeng Gao and Guihai Chen

CWS_REG_079
CUBIST: High-Quality 360-Degree Video Streaming Services via Tile-based Edge Caching and FoV-Adaptive Prefetching
Dongbiao He, Teng Ma, Jinlei Jiang, Cedric Westphal, Guangwen Yang, Shutao Xia and Jose Garcia-Luna-Aceves

CWS_REG_082
Energy-effective IoT Services in Balanced Edge-Cloud Collaboration Systems
Zhengzhe Xiang, Shuiguang Deng, Yuhang Zheng, Dongjing Wang, Javid Taheri and Zengwei Zheng
Wed 9/8

2:30 - 3:50 am
UTC time
CWS 10

Service Applications Beyond the Web II
Zhongjie Wang
Harbin Institute of Technology
CWS_REG_085
Provider-centric Allocation of Drone Swarm Services
Balsam Alkouz and Athman Bouguettaya

CWS_REG_091
SiaSL: A Siamese Neural Network for Service Level Prediction
Chenyu Hou and Bin Cao

CWS_REG_124
An API Learning Service for Inexperienced Developers Based on API Knowledge Graph
Hang Yin, Yuanhao Zheng, Yanchun Sun and Gang Huang
Wed 9/8

4:10 - 5:30 am
UTC time
CWS 11

Service Applications Beyond the Web III
Zhangbing Zhou
China University of Geosciences
CWS_REG_133
CONFECT: Computation Offloading for Tasks with Hard / Soft Deadlines in Edge Computing
Xin He, Jiaqi Zheng, Qiang He, Haipeng Dai, Bowen Liu, Wanchun Dou and Guihai Chen

CWS_REG_171
Optimal User Migration upon Server failures in Edge Computing Environment
Wei Du, Qiang He, Yuan Ji, Chenran Cai and Xiaoyong Zhao

CWS_REG_184
Lightweight and Context-aware Modeling of Microservice-based Internet of Things
Zhen Wang, Chang-ai Sun and Marco Aiello
Wed 9/8

5:40 - 7:00 am
UTC time
CWS 12

Service Applications Beyond the Web IV
Jian Cao
Shanghai Jiao Tong University
CWS_REG_189
Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing
Yue Ma, Runbo Ni, Xiaofeng Gao and Guihai Chen

CWS_REG_192
Conflict Detection in IoT-based Smart Homes
Bing Huang, Hai Dong and Athman Bouguettaya

CWS_REG_196
GHTRec: A Personalized Service to Recommend GitHub Trending Repositories for Developers
Yuqi Zhou, Jiawei Wu and Yanchun Sun
Wed 9/8

16:30 - 17:50 pm
UTC time
CWS 13

Service Applications Beyond the Web V
Francis Charoy
University of Lorraine
CWS_REG_217
QoE-aware Data Caching Optimization with Budget in Edge Computing
Ying Liu, Yuzheng Han, Ao Zhang, Xiaoyu Xia, Feifei Chen, Mingwei Zhang and Qiang He

CWS_SHT_098
DGPF: A Dialogue Goal Planning Framework for Cognitive Service Conversational Bot
Bolin Zhang, Zhiying Tu, Yangqin Jiang, Shufan He, Guoqing Chao, Dianhui Chu and Xiaofei Xu

CWS_SHT_101
Game Theory-Based Task Offloading and Resource Allocation for Vehicular Networks in Edge-Cloud Computing
Qinting Jiang, Xiaolong Xu, Qiang He, Xuyun Zhang, Fei Dai, Lianyong Qi and Wanchun Dou
Wed 9/8

19:40 - 21:00 pm
UTC time
CWS 14

Semantic Services I
Nicolas Figay
AIRBUS
CWS_REG_211
Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Chih-Cheng Hung and Lamjed Ben Said

CWS_SHT_052
Combining Label-wise Attention and Adversarial Training for Tag Prediction of Web Services
Qunbo Wang, Wenjun Wu, Yongchi Zhao, Yuzhang Zhuang and Yanni Wang

CWS_SHT_136
A Generic Method to Rapidly Release Internet Services on Commercial Platforms
Xinyue Zhou, Zhiyong Feng, Jianmao Xiao, Shizhan Chen, Xiao Xue and Hongyue Wu
Thurs 9/9

1:00 - 2:20 am
UTC time
CWS 15

Services Composition II
Xiao Liu
Deakin University
CWS_REG_075
Service Composition Considering QoS Fluctuations and Anchoring Cost
Haomai Shi, Hanchuan Xu, Xiaofei Xu and Zhongjie Wang

CWS_REG_092
CTL-Based Dynamic IoT Service Composition
Deng Zhao, Zhangbing Zhou, Xiao Xue, Zhuofeng Zhao, Walid Gaaloul and Wenbo Zhang

CWS_REG_118
Data & Computation-Intensive Service Re-Scheduling In Edge Networks
Xiaocui Li, Zhangbing Zhou, Zhuofeng Zhao, Sami Yangui and Wenbo Zhang
Thurs 9/9

2:30 - 3:50 am
UTC time
CWS 16

Services Composition III
Xiao Liu
Deakin University
CWS_REG_150
Service Recommendation for Composition Creation based on Collaborative Attention Convolutional Network
Ruyu Yan, Yushun Fan, Jia Zhang, Junqi Zhang and Haozhe Lin

CWS_REG_214
Alliance-Aware Service Composition with Efficient Matching Search
Yanmei Zhang, Chong Zhu, Xiaoyi Tang and Hengyue Jia

CWS_REG_068
COPA: A Combined Autoscaling Method for Kubernetes
Zhijun Ding and Qichen Huang
Thurs 9/9

4:10 - 5:30 am
UTC time
CWS 17

Services QoS Management I
Qiang He
Swinburne University of Technology
CWS_REG_077
An Efficient Algorithm for Service Function Chains Reconfiguration in Mobile Edge Cloud Networks
Biyi Li, Bo Cheng and Junliang Chen

CWS_REG_113
Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems
Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen and Zibin Zheng

CWS_REG_139
User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach
Subrat Prasad Panda, Ansuman Banerjee and Arani Bhattacharya
Thurs 9/9

18:10 - 19:30 pm
UTC time
CWS 18

Services QoS Management II
Bin Cheng
NEC Laboratories Europe
CWS_SHT_185
LETO: An Efficient Load Balanced Strategy for Task Offloading in IoT-Fog Systems
Chittaranjan Swain, Manmath N. Sahoo and Anurag Satpathy

CWS_REG_116
QoA4ML – A Framework for Supporting Contracts in Machine Learning Services
Hong-Linh Truong and Minh-Tri Nguyen

CWS_SHT_161
QoS-based Trust Evaluation for Data Services as a Black Box
Senda Romdhani, Genoveva Vargas-Solar, Nadia Bennani and Chirine Ghedira-Guegan
Thurs 9/9

19:40 - 21:00 pm
UTC time
CWS 19

Services Security, Privacy & Trust I
Yang Zhang
CISPA Helmholtz Center for Information Security
CWS_REG_158
An Assurance-Based Risk Management Framework for Distributed Systems
Marco Anisetti, Claudio Ardagna, Nicola Bena and Andrea Foppiani

CWS_SHT_228
PRADA-TF: Privacy-Diversity-Aware Online Team Formation
Yash Mahajan and Jin-Hee Cho

CWS_SHT_183
An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service
Chong Zhang, Xiao Liu, Jia Xu, Tianxiang Chen, Gang Li, Frank Jiang and Xuejun Li
Fri 9/10

1:00 - 2:20 am
UTC time


CWS 20

Semantic Services II
Bin Li
Wuhan University
CWS_REG_093
Multiple Features Driven Author Name Disambiguation
Qian Zhou, Wei Chen, Weiqing Wang, Jiajie Xu and Lei Zhao

CWS_REG_095
Incremental Update of Knowledge Graph Embedding by Rotating on Hyperplane
Yuyang Wei, Wei Chen, Zhixu Li and Lei Zhao

CWS_SHT_160
Efficient Grammatical Error Correction with Hierarchical Error Detections and Correction
Fayu Pan and Bin Cao
Fri 9/10

2:30 - 3:50 am
UTC time
CWS 21

Services QoS Management III
Xiao Xue
Tianjin University
CWS_REG_121
A Holistic Auto-Scaling Algorithm for Multi-Service Applications Based on Balanced Queuing Network
Jingwan Tong, Mingchang Wei, Maolin Pan and Yang Yu

CWS_REG_168
Online Cost-effective Edge Service Renting for Content Providers in Cloud and Edge Environments
Zizhe Jin, Li Pan and Shijun Liu

CWS_REG_201
QoS Prediction for Web Services via Combining Multi-component Graph Convolutional Collaborative Filtering and Deep Factorization Machine
Linghang Ding, Guosheng Kang, Jianxun Liu, Yong Xiao and Buqing Cao
Fri 9/10

4:10 - 5:30 am
UTC time
CWS 22

Services QoS Management IV
Xiao Xue
Tianjin University
CWS_REG_215
Instance-Frequency-Weighted Regularized, Nonnegative and Adaptive Latent Factorization of Tensors for Dynamic QoS Analysis
Hao Wu and Xin Luo

CWS_REG_216
Microservice Pre-Deployment Based on Mobility Prediction and Service Composition in Edge
Jiale Deng, Bing Li, Jian Wang and Yuqi Zhao

CWS_REG_231
GoDeep: Intelligent IoV Service Deployment and Execution with Privacy Preservation in Cloud-edge Computing
Wentao Liu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang and Wanchun Dou
Fri 9/10

5:40 - 7:00 am
CWS 23

Services Security, Privacy & Trust II
Shouling Ji
Zhejiang University
CWS_REG_138
Incentive-driven Edge Cooperation for Service Provision
Yishan Chen, Shuiguang Deng and Jianwei Yin

CWS_REG_172
MemTrust: Find Deep Trust in Your Mind
Yanwei Xu, Zhiyong Feng, Xiao Xue, Shizhan Chen, Hongyue Wu, Xian Zhou, Meng Xing and Hongqi Chen

CWS_REG_173
Blockchain-based Trust Information Storage in Crowdsourced IoT Services
Mohammed Bahutair and Athman Bouguettaya
Fri 9/10

18:10 - 19:30 pm
CWS 28

QSS Special Track Papers
Sebastian Feld
TU Delft
QSS_REG_164
Quantum Token for Network Authentication
Huimin Chen, Hengyue Jia, Xia Wu, Xiuli Wang and Maoning Wang

QSS_REG_233
Best-approximation error for parametric quantum circuits
Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Manuel Schneider and Paolo Stornati
Sat 9/11

1:00 - 2:20 am
UTC time
CWS 24

Services Security, Trust & Privacy III
Shouling Ji
Zhejiang University
CWS_REG_203
NPS-AntiClone: Identity Cloning Detection based on Non-Privacy-Sensitive User Profile Data
Ahmed Alharbi, Hai Dong, Xun Yi and Prabath Abeysekara

CWS_SHT_127
Trust Management for Reliable Cross-Platform Cooperation Based on Blockchain
Chao Wang, Shizhan Chen, Shiping Chen, Xiao Xue, Hongyue Wu and Zhiyong Feng

CWS_SHT_212
A Certificateless Searchable Public Key Encryption Scheme for Multiple Receivers
Xiaozhuo Gu, Ziliang Wang and Maomao Fu
Sat 9/11

2:30 - 3:50 am
UTC time
CWS 25

Work-in-Progress
Junhao Wen
Chongqing University
CWS_WIP_099
A Visualization Interface for Exploring Similar Brands on a Fashion E-Commerce Platform
Natsuki Hashimoto, Marie Katsurai and Ryosuke Goto

CWS_WIP_156
Automatic Control Network Anomaly Detection Based on Behavior Understanding
Jianhui Luo

CWS_WIP_209
Video Quality and Popularity-aware Video Caching in Content Delivery Networks
Yijun Sun, Zehua Guo, Songshi Dou and Yuanqing Xia
Sat 9/11

4:10 - 5:30 am
UTC time
CWS 26

Service Applications Beyond the Web VI
Liang Zhang
Fudan University
CWS_SHT_103
A Privacy-aware Stackelberg Game Approach for Joint Pricing, Investment, Computation Offloading and Resource Allocation in MEC-enabled Smart Cities
Hualong Huang, Kai Peng and Peichen Liu

CWS_SHT_104
Mining Temporal Dependency among Proactive Data Services and Its Delivery to System-level Anomaly Prediction
Chen Liu and Xiaoqi Li

CWS_SHT_119
Adaptive Priority-based Conflict Resolution of IoT Services
Dipankar Chaki and Athman Bouguettaya
Sat 9/11

5:40 - 7:00 am
UTC time
CWS 27

Service Applications Beyond the Web VII
Liang Zhang
Fudan University
CWS_SHT_187
A Holistic Service Provision Strategy for Drone-as-a-Service in MEC-based UAV Delivery
Liju Chu, Xuejun Li, Jia Xu, Azadeh Ghari Neiat and Xiao Liu

CWS_SHT_197
Robust Composition of Drone Delivery Services under Uncertainty
Babar Shahzaad, Athman Bouguettaya and Sajib Mistry

CWS_SHT_199
Web Page Information Extraction Service Based on Graph Convolutional Neural Network and Multimodal Data Fusion
Mingzhu Zhang, Yang Zhongguo, Sikandar Ali and Weilong Ding