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ORCIDIEEE SCC 2017: Honolulu, HI, USA
- Xiaoqing (Frank) Liu, Umesh Bellur:
2017 IEEE International Conference on Services Computing, SCC 2017, Honolulu, HI, USA, June 25-30, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2005-2
SCC Research Track
Research Session 1: Business Process and Scientific Workflows
- Marco Maisenbacher, Matthias Weidlich
:
Handling Concept Drift in Predictive Process Monitoring. 1-8 - Johnson Charles Kachikaran Arulswamy, Sangmi Lee Pallickara:
Columbus: Enabling Scalable Scientific Workflows for Fast Evolving Spatio-Temporal Sensor Data. 9-18 - Diana Jlailaty, Daniela Grigori, Khalid Belhajjame:
Business Process Instances Discovery from Email Logs. 19-26
Research Session 2: Cloud Platform Services
- Heng Zhang, Rubén Trapero, Jesus Luna, Neeraj Suri:
deQAM: A Dependency Based Indirect Monitoring Approach for Cloud Services. 27-34 - Jingmin Xu, Yuan Wang, Pengfei Chen, Ping Wang:
Lightweight and Adaptive Service API Performance Monitoring in Highly Dynamic Cloud Environment. 35-43 - Mohan Baruwal Chhetri, Markus Lumpe, Quoc Bao Vo, Ryszard Kowalczyk:
On Estimating Bids for Amazon EC2 Spot Instances Using Time Series Forecasting. 44-51
Research Session 3: Data, Crowdsourcing, and Social Media Analytics Services
- Shu Yang, Jinglin Li, Zhihan Liu, Quan Yuan:
Relaying Message and Motivating Collaboration for VANET Data Service. 52-59 - Shahid Al Noor, Ragib Hasan, Arsh Arora:
ParkBid: An Incentive Based Crowdsourced Bidding Service for Parking Reservation. 60-67 - Eleanna Kafeza, Christos Makris, Gerasimos Rompolas:
Exploiting Time Series Analysis in Twitter to Measure a Campaign Process Performance. 68-75
Research Session 4: Service Selection and Recommendation - 1
- Bing Shi, Jinwen Wang, Zhaowei Wang, Yalong Huang:
Trading Web Services in a Double Auction-Based Cloud Platform: A Game Theoretic Analysis. 76-83 - Hongchao Li, Jianxun Liu, Buqing Cao, Mingdong Tang, Xiaoqing Frank Liu, Bing Li:
Integrating Tag, Topic, Co-Occurrence, and Popularity to Recommend Web APIs for Mashup Creation. 84-91 - Pradeep K. Venkatesh, Shaohua Wang, Ying Zou, Joanna W. Ng:
A Personalized Assistant Framework for Service Recommendation. 92-99
Research Session 5: Service Selection and Recommendation - 2
- Zainab Al-zanbouri, Chen Ding:
Selecting Green Data Mining Services. 100-107 - Zhenfeng Gao, Yushun Fan, Cheng Wu, Wei Tan, Jia Zhang:
Service Recommendation from the Evolution of Composition Patterns. 108-115 - T. H. Akila S. Siriweera, Incheon Paik, Banage T. G. S. Kumara:
QoS and Customizable Transaction-Aware Selection for Big Data Analytics on Automatic Service Composition. 116-123
Research Session 6: Learning and Mining in the Services Ecosystem
- Bing Bai, Yushun Fan, Wei Tan, Jia Zhang:
SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps. 124-131 - Junsung Lim, Heesuk Son, Daekeun Lee, Dongman Lee:
An MARL-Based Distributed Learning Scheme for Capturing User Preferences in a Smart Environment. 132-139 - Junhua Ding, Xiaojun Kang, Xin-Hua Hu, Venkat N. Gudivada:
Building a Deep Learning Classifier for Enhancing a Biomedical Big Data Service. 140-147
Research Session 7: Foundations of Services Computing - 1
- Maria Krotsiani, Christos Kloukinas, George Spanoudakis:
Validation of Service Level Agreements Using Probabilistic Model Checking. 148-155 - Touraj Laleh, Joey Paquet, Serguei A. Mokhov, Yuhong Yan:
Constraint Adaptation in Web Service Composition. 156-163 - Dionysis Athanasopoulos:
Self-Adaptive Service Organization for Pragmatics-Aware Service Discovery. 164-171
Research Session 8: Foundations of Services Computing - 2
- Faiz Ul Muram, Muhammad Atif Javed, Huy Tran, Uwe Zdun:
Towards a Framework for Detecting Containment Violations in Service Choreography. 172-179 - Xiaomei Zhang, Chi-Hung Chi, Chen Lyu, Zhijun Fang, Xiaolei Dong, Qiang Chen:
Availability Based Multiservice Delivery for Wireless Sensor Networks in Adversarial Environments. 180-187 - Jianrui Lin, Zhiyong Feng, Shizhan Chen, Keman Huang, Wei Tan, Xiaohong Li:
ATM: A Framework to Support Application State Migration in Multiple Terminals Environment. 188-195
Research Session 9: SOA Applications
- Geng Sun, Tingru Cui, Dongming Xu, Huaming Chen, Shiping Chen, Jun Shen:
Assisting Open Education Resource Providers and Instructors to Deal with Cold Start Problem in Adaptive Micro Learning: A Service Oriented Solution. 196-203 - Shuiqiao Yang, Guangyan Huang, Yang Xiang, Xiangmin Zhou, Chi-Hung Chi:
Modeling User Preferences on Spatiotemporal Topics for Point-of-Interest Recommendation. 204-211 - Junta Koyama, Yohei Murakami, Donghui Lin:
Situated Sensor Composition for Event-Based System. 212-219
SCC Visionary Track
- Samir Tata, Rakesh Jain, Heiko Ludwig, Sandeep Gopisetty:
Living in the Cloud or on the Edge: Opportunities and Challenges of IOT Application Architecture. 220-224
SCC Applications Track
Applications Session 1: Services Selection and Recommendation
- Md Mahfuzer Rahman, Xiaoqing Frank Liu, Buqing Cao:
Web API Recommendation for Mashup Development Using Matrix Factorization on Integrated Content and Network-Based Service Clustering. 225-232 - Banage T. G. S. Kumara, Incheon Paik, T. H. A. S. Siriweera, Koswatte R. C. Koswatte:
QoS Aware Service Clustering to Bootstrap the Web Service Selection. 233-240 - Yanchun Wang, Qiang He, Dayong Ye, Yun Yang:
Service Selection Based on Correlated QoS Requirements. 241-248
Applications Session 2: Service Management and Engineering
- Philippe Lalanda, Rania Ben Hadj, Catherine Hamon, Germán Vega:
Conflict Management in Service-Oriented Pervasive Platforms. 249-256 - Naghmeh Ramezani Ivaki, Nuno Laranjeiro, Filipe Araújo:
Design Patterns for Reliable One-Way Messaging. 257-264 - Bo Jiang, Lingyao Ye, Jialei Wang, Ye Wang:
A Semantic-Based Approach to Service Clustering from Service Documents. 265-272
Applications Session 3: Cloud Performance
- Congjie Wang, ZhiHui Lu, Ziyan Wu, Jie Wu, Shalin Huang:
Optimizing Multi-Cloud CDN Deployment and Scheduling Strategies Using Big Data Analysis. 273-280 - Karan Mitra, Saguna Saguna, Christer Åhlund, Rajiv Ranjan:
ALPINE: A Bayesian System for Cloud Performance Diagnosis and Prediction. 281-288 - Thouraya Gouasmi, Wajdi Louati, Ahmed Hadj Kacem:
Cost-Efficient Distributed MapReduce Job Scheduling across Cloud Federation. 289-296
Applications Session 4: Cloud Optimization and Resource Allocation
- Yan Wang, Jiantao Zhou, Jing Liu, Gang Xu, Xiaoyu Song:
Research on QoS Optimization Method of Cloud Service Based on Utility Game between Users and Service Providers in the Cloud Market. 297-304 - Mehdi Ahmed-Nacer, Kunal Suri, Mohamed Sellami, Walid Gaaloul:
Simulation of Configurable Resource Allocation for Cloud-Based Business Processes. 305-313 - Rania Ben Halima, Slim Kallel, Walid Gaaloul, Mohamed Jmaiel:
Optimal Cost for Time-Aware Cloud Resource Allocation in Business Process. 314-321
Applications Session 5: Service Security and SLAs
- Ahmed Taha, Rubén Trapero, Jesus Luna, Neeraj Suri:
A Framework for Ranking Cloud Security Services. 322-329 - Wafaa Radwan, Yousef Hassouneh, Abdel Salam Sayyad, Nariman Ammar:
YAFA-SOA: A GA-Based Optimizer for Optimizing Security and Cost in Service Compositions. 330-337 - Taher Labidi, Achraf Mtibaa, Walid Gaaloul, Samir Tata, Faïez Gargouri:
Cloud SLA Modeling and Monitoring. 338-345
Applications Session 6: Cloud and Service Modeling
- Rong Zhang, Weiping Li, Wei Tan, Tong Mo:
Deep and Shallow Model for Insurance Churn Prediction Service. 346-353 - Julio Sandobalin, Emilio Insfrán, Silvia Abrahão:
An Infrastructure Modelling Tool for Cloud Provisioning. 354-361 - Amina Burouis, Nejib Ben Hadj-Alouane, Kais Klai:
Computing Quantified Opacity for SOG-Abstracted Web Services. 362-369
Applications Session 7: Service Application - I
- Leila Hadded, Faouzi Ben Charrada, Samir Tata:
Optimization of Autonomic Manager Components in Service-Based Applications. 370-377 - Samir Tata, Mohamed Mohamed, Aly Megahed:
An Optimization Approach for Adaptive Monitoring in IoT Environments. 378-385 - Victor W. Chu, Raymond K. Wong, Fang Chen, Chi-Hung Chi:
Prediction-as-a-Service for Meme Popularity. 386-393
Applications Session 8: Service Application - II
- Xin Chen, Yanbo Han, Yan Wen, Feng Zhang, Wei Liu:
A Keyword-Driven Data Service Mashup Plan Generation Approach for Ad-Hoc Data Query. 394-401 - Tobias Brückmann, Volker Gruhn, Wilhelm Koop, Julius Ollesch, Lukas Pradel, Florian Wessling, Marian Benner-Wickner:
Codeless Engineering of Service Mashups - An Experience Report. 402-409 - Qing Wang, Wubai Zhou, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik:
Constructing the Knowledge Base for Cognitive IT Service Management. 410-417
Applications Session 9: Service Application - III
- Shubhi Asthana, Aly Megahed, Valeria Becker, Taiga Nakamura, Kugamoorthy Gajananan:
A Cognitive Prioritization for Reports Generated in Resource Constrained Applications. 418-425 - Xin Zhang, Haopeng Chen, Fei Hu:
Back Propagation Grouping: Load Balancing at Global Scale When Sources Are Skewed. 426-433 - Heejae Kim, Jiyong Han, Seong-Hwan Kim, Jisoo Choi, Dongsik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Jeongkyu Park, Daeyoung Kim, Chan-Hyun Youn:
IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services. 434-441
Applications Session 10: Process Mining
- Tianyang Li, Ting He, Zhongjie Wang, Yufeng Zhang, Dian-Hui Chu:
Unraveling Process Evolution by Handling Concept Drifts in Process Mining. 442-449 - Guangchang Hu, Budan Wu, Junliang Chen:
The Mining of Activity Dependence Relation Based on Business Process Models. 450-458 - Fahima Amin Bhuyan, Shiyong Lu, Dong Ruan, Jia Zhang:
Scalable Provenance Storage and Querying Using Pig Latin for Big Data Workflows. 459-466
SCC Short Paper Track
Session 1: Software Services, Automation, and QoS
- Amany Alnahdi, Shih-Hsi Liu:
Identifying Characteristic Attributes for Estimating Cost of Service in Service Oriented Architecture. 467-470 - Jinglin Li, Jie Wang, Qibo Sun, Ao Zhou:
Temporal Influences-Aware Collaborative Filtering for QoS-Based Service Recommendation. 471-474 - Subhajit Sidhanta, Supratik Mukhopadhyay:
SynAdapt: Automated Synthesis of Adaptive Agents. 475-478
Session 2: Services Applications
- Nhat Pham, Muhammad Hassan, Hoang Minh Nguyen, Daeyoung Kim:
GS1 Global Smart Parking System: One Architecture to Unify Them All. 479-482 - Songyuan Li, Jiwei Huang:
GSPN-Based Reliability-Aware Performance Evaluation of IoT Services. 483-486 - Yanik Ngoko, Christophe Cérin:
Reducing the Number of Comatose Servers: Automatic Tuning as an Opportunistic Cloud-Service. 487-490 - Aneta Poniszewska-Maranda, Radoslaw Matusiak, Natalia Kryvinska:
Use of Salesforce Platform for Building Real-Time Service Systems in Cloud. 491-494 - Awais Usman, Peilin Zhang, Oliver E. Theel:
A Component-Based Highly Available Data Replication Strategy Exploiting Operation Types and Hybrid Communication Mechanisms. 495-498
Session 3: Service Security
- Salman Manzoor, Jesus Luna, Neeraj Suri:
AttackDive: Diving Deep into the Cloud Ecosystem to Explore Attack Surfaces. 499-502 - Georges L. A. Ouffoue, Fatiha Zaïdi, Ana R. Cavalli, Mounir Lallali:
An Attack-Tolerant Framework for Web Services. 503-506 - Karim Benouaret, Idir Benouaret, Mahmoud Barhamgi, Djamal Benslimane:
Top-k Cloud Service Plans Using Trust and QoS. 507-510
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