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

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

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

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

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

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

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

18:10 - 19:30 pm
UTC time

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

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

Services Discovery, Selection & Recommendation I
Xiaolin Zheng
Zhejiang University
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

1:00 - 2:20 am
UTC time

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

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

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
Provider-centric Allocation of Drone Swarm Services
Balsam Alkouz and Athman Bouguettaya

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

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
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

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

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
Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing
Yue Ma, Runbo Ni, Xiaofeng Gao and Guihai Chen

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

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
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

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

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
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

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

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
Service Composition Considering QoS Fluctuations and Anchoring Cost
Haomai Shi, Hanchuan Xu, Xiaofei Xu and Zhongjie Wang

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

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
Service Recommendation for Composition Creation based on Collaborative Attention Convolutional Network
Ruyu Yan, Yushun Fan, Jia Zhang, Junqi Zhang and Haozhe Lin

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

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
An Efficient Algorithm for Service Function Chains Reconfiguration in Mobile Edge Cloud Networks
Biyi Li, Bo Cheng and Junliang Chen

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

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
LETO: An Efficient Load Balanced Strategy for Task Offloading in IoT-Fog Systems
Chittaranjan Swain, Manmath N. Sahoo and Anurag Satpathy

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

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
An Assurance-Based Risk Management Framework for Distributed Systems
Marco Anisetti, Claudio Ardagna, Nicola Bena and Andrea Foppiani

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

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
Multiple Features Driven Author Name Disambiguation
Qian Zhou, Wei Chen, Weiqing Wang, Jiajie Xu and Lei Zhao

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

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
A Holistic Auto-Scaling Algorithm for Multi-Service Applications Based on Balanced Queuing Network
Jingwan Tong, Mingchang Wei, Maolin Pan and Yang Yu

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

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
Instance-Frequency-Weighted Regularized, Nonnegative and Adaptive Latent Factorization of Tensors for Dynamic QoS Analysis
Hao Wu and Xin Luo

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

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
Incentive-driven Edge Cooperation for Service Provision
Yishan Chen, Shuiguang Deng and Jianwei Yin

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

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
Quantum Token for Network Authentication
Huimin Chen, Hengyue Jia, Xia Wu, Xiuli Wang and Maoning Wang

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
NPS-AntiClone: Identity Cloning Detection based on Non-Privacy-Sensitive User Profile Data
Ahmed Alharbi, Hai Dong, Xun Yi and Prabath Abeysekara

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

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

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

Automatic Control Network Anomaly Detection Based on Behavior Understanding
Jianhui Luo

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
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

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

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
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

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

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