Note: (REG)=Regular paper (INV)=Invited paper (SHT)=Short paper (WIP)=Work-in-Progress
17:10 – 18:25
Session 1: Service Recommendation I
Location: Corridoni, NH Collection Milano President
Session Chair: Yan Wang, Macquarie University
(REG) Regularizing Matrix Factorization with Implicit User Preference Embeddings for Web API Recommendation
Kenneth Fletcher
(SHT) Helpfulness-aware Matrix Factorization for Cross-Category Service Recommendations
Bowen Zhou, Raymond Wong, Victor Chu, Tengyue Li, Simon Fong and Chi-Hung Chi
(SHT) Recommending Energy-Efficient Data Mining Services with Data as Contextual Factors
Zainab Al-Zanbouri and Chen Ding
8:30 – 9:45
Session 2: Fog Computing
Location: Corridoni, NH Collection Milano President
Session Chair: Luciano Baresi, Politecnico di Milano
(REG) Service Placement in Fog Computing Using Constraint Programming
Farah Ait Salaht, Frederic Desprez, Adrien Lèbre, Charles Prud’Homme and Mohamed Abderrahim
(REG) Fog Function: Serverless Fog Computing for Data Intensive IoT Services
Bin Cheng, Jonathan Fuerst, Gurkan Solmaz and Takuya Sanada
14:00 – 15:15
Session 3: IoT Systems & Stream Processing
Location: Corridoni, NH Collection Milano President
Session Chair: Akhilesh Bajaj, University of Tulsa
(INV) Engineering Resilient Collaborative Edge-enabled IoT
Roberto Casadei, Mirko Viroli, Christos Tsigkanos and Schahram Dustdar
(SHT) Trustworty IoT: An Evidence Collection Approach based on Smart Contracts
Claudio Ardagna, Rasool Asal, Ernesto Damiani, Nabil El Ioini and Claus Pahl
(SHT) Increased Fault-Tolerance and Real-time Performance Resiliency for Stream Processing Workloads through Redundancy
Geoffrey Phi Tran, John Paul Walters and Stephen Crago
15:45 – 17:30
Session 4: Containers & Edge Computing
Location: Corridoni, NH Collection Milano President
Session Chair: Giovanni Quattrocchi, Politecnico di Milano
(REG) Your Containers should be WYSIWYG
Mathieu Bacou, Alain Tchana and Daniel Hagimont
(REG) A Container Scheduling Strategy Based on Machine Learning in Microservice Architecture
Jingze Lv, Mingchang Wei and Yang Yu
(INV) Context-aware Multi-QoS Prediction for Services in Mobile Edge Computing
Zhizhong Liu, Quan Z. Sheng, Wei Emma Zhang, Dianhui Chu and Xiaofei Xu
8:30 – 9:45
Session 5: Security & Privacy
Location: Corridoni, NH Collection Milano President
Session Chair: Michael Goul, Arizona State University
(REG) F-LaaS: A Control-Flow-Attack Immune License-as-a-Service Model
Sandeep Kumar, Diksha Moolchandani, Takatsugu Ono and Smruti Sarangi
(REG) FlashGhost: Data Sanitization with Privacy Protection Based on Frequent Colliding Hash Table
Yan Zhu, Shuai Yang and William Cheng-Chung Chu
(INV) Helping Users Managing Context-based Privacy Preferences
Md. Zulfikar Alom, Barbara Carminati and Elena Ferrari
11:45 – 13:00
Session 6: Service & Data Management
Location: Corridoni, NH Collection Milano President
Session Chair: Supratik Mkhopadhyay, Louisiana State University
(REG) FM4SN: A Feature-Oriented Approach to Tenant-Driven Customization of Multi-Tenant Service Networks
Indika Kumara, Jun Han, Willem-Jan van den Heuvel, Alan Colman and Damian Tamburri
(SHT) An Online Personalized Reputation Estimation Model for Service-oriented Systems
Jianlong Xu, Xin Du, Weihong Cai, Changsheng Zhu and Yindong Chen
(SHT) Set-Covering Theory-based Data Placement Cost Optimization for Online Social Networks
Xia Ji, Ruiyue Zhu and Xuejun Li
14:00 – 15:15
Session 7: Service Composition & Pipelines
Location: Corridoni, NH Collection Milano President
Session Chair: Massimo Mecella, Sapienza University of Rome
(REG) NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings
Oscar J. Romero, Ankit Dangi and Sushma Akoju
(SHT) Enhancing Monitoring Queries Invoking Composition of Services
Malik Khalfallah and Parisa Ghodous
(SHT) On the Design and Architecture of Deployment Pipelines in Cloud and Service Based Computing -- A Model-Based Qualitative Study
Uwe Zdun, Evangelos Ntentos, Konstantinos Plakidas, Amine El Malki, Daniel Schall and Fei Li
8:30 – 9:45
Session 8: Cloud Services
Location: Montforte/Sala Sforza, NH Collection Milano President
Session Chair: Zhi Jin, Peking University
(REG) A Genetic-based Approach to Location-aware Cloud Service Brokering in Multi-cloud Environment
Tao Shi, Hui Ma and Gang Chen
(REG) A Transactional Approach for Reliable Elastic Cloud Resources
Farah Bellaaj Elloumi, Hayet Brabra, Mohamed Sellami, Walid Gaaloul and Sami Bhiri
(SHT) Towards a Democratic Federation for Infrastructure Service Provisioning
Bishakh Chandra Ghosh, Sourav Kanti Addya, Anurag Satpathy, Soumya K. Ghosh and Sandip Chakraborty
11:45 – 13:00
Session 9: Processes & Workflows
Location: Montforte/Sala Sforza, NH Collection Milano President
Session Chair: Flavio De Paoli, Universitá Milano Bicocca
(REG) Overlapping Analytic Stages in Online Process Mining
Gabriel Marques Tavares, Paolo Ceravolo, Victor Guilherme Turrisi da Costa, Ernesto Damiani and Sylvio Barbon Junior
(REG) Novel Discovery Mechanism for Crossing-Workflow Fragments Leveraging Activity Relevance
Jinfeng Wen and Zhangbing Zhou
(SHT) Leveraging Shallow Machine Learning to Predict Business Process Behavior
Annalisa Appice, Nicola Di Mauro and Donato Malerba
14:00 – 15:15
Session 10: Service Recommendation II
Location: Montforte/Sala Sforza, NH Collection Milano President
Session Chair: Claudio Ardagna, Universitá degli Studi di Milano
(REG) Service Recommendation based on Attentional Factorization Machine
Yingcheng Cao, Jianxun Liu, Min Shi, Buqing Cao, Ting Chen and Yiping Wen
(SHT) A POI-Sensitive Knowledge Graph based Service Recommendation Method
Hu Sihang, Tu Zhiying, Wang Zhongjie and Xu Xiaofei
(REG) QF-RNN: QI-Matrix Factorization Based RNN for Time-Aware Service Recommendation
Xing Wu, Yushun Fan, Jia Zhang, Haozhe Lin and Junqi Zhang
8:30 – 9:45
Session 11: Resource Management
Location: Montforte/Sala Sforza, NH Collection Milano President
Session Chair: Kenneth Fletcher, University of Massachusetts Boston
(SHT) Towards Risk-Aware Cost-Optimal Resource Allocation for Cloud Applications
Mohan Baruwal Chhetri, Abdur Rahim Mohammad Forkan, Bao Vo, Surya Nepal and Ryszard Kowalczyk
(SHT) Dynamic Data Routing Decisions for Compliant Data Handling in Service- and Cloud-Based Architectures: A Performance Analysis
Amirali Amiri, Christoph Krieger, Uwe Zdun and Frank Leymann
(REG) Enhancing Availability of Traffic-aware Virtual Cluster Allocation in Cloud Datacenters
Xuan Liu, Bo Cheng, Jun-Liang Chen, Yi Yue, Meng Wang, and Biyi Li
11:45 – 13:00
Session 12: Work in Progress
Location: Montforte/Sala Sforza, NH Collection Milano President
Session Chair: Luciano Baresi, Politecnico di Milano
(WIP) Situation-Aware Access Control in Federated Data-as-a-Service for Maritime Search And Rescue
Samson Oni, Zhiyuan Chen, Adina Crainiceanu, Karuna Joshi and Don Needham
(WIP) Facilitating the Support of Cloud-Based Service Marketplaces
Jacqueline Büttner, Marc Hesenius and Volker Gruhn
(WIP) Ephemeral Data Handling in Microservices
Saverio Giallorenzo, Fabrizio Montesi, Larisa Safina and Stefano Pio Zingaro
(WIP) Winnability Prediction for IT Services Bids
Pei Guo, Aly Megahed, Shubhi Asthana and Paul Messinger