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ICWS 2017: Honolulu, HI, USA
- Ilkay Altintas, Shiping Chen:
2017 IEEE International Conference on Web Services, ICWS 2017, Honolulu, HI, USA, June 25-30, 2017. IEEE 2017, ISBN 978-1-5386-0752-7
ICWS Research Track
ICWS Research Track Session 1
- Mona Taghavi, Jamal Bentahar
, Hadi Otrok
On the Effects of User Ratings on the Profitability of Cloud Services. 1-8 - Min Shi, Jianxun Liu, Dong Zhou, Mingdong Tang, Buqing Cao:
WE-LDA: A Word Embeddings Augmented LDA Model for Web Services Clustering. 9-16 - Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng
CARP: Context-Aware Reliability Prediction of Black-Box Web Services. 17-24
ICWS Research Track Session 2
- Tong Jia, Pengfei Chen, Lin Yang, Ying Li, Fanjing Meng, Jingmin Xu:
An Approach for Anomaly Diagnosis Based on Hybrid Graph Model with Logs for Distributed Services. 25-32 - Pinjia He, Jieming Zhu, Zibin Zheng
Drain: An Online Log Parsing Approach with Fixed Depth Tree. 33-40 - Rohit Ranchal, Sidak Pal Singh, Pelin Angin
RaaS and Hierarchical Aggregation Revisited. 41-48
ICWS Research Track Session 3
- Lianyong Qi, Haolong Xiang, Wanchun Dou, Chi Yang, Yongrui Qin, Xuyun Zhang
Privacy-Preserving Distributed Service Recommendation Based on Locality-Sensitive Hashing. 49-56 - Junqi Zhang, Yushun Fan, Wei Tan, Jia Zhang:
Recommendation for Newborn Services by Divide-and-Conquer. 57-64 - Wei Gao, Jian Wu:
A Novel Framework for Service Set Recommendation in Mashup Creation. 65-72
ICWS Research Track Session 4
- Weixin Yuan, Zhiyong Feng, Shizhan Chen, Keman Huang, Jinhui Yao:
What Biscuits to Put in the Basket? Features Prediction in Release Management for Android System. 73-80 - Hongbing Wang, Zhengping Yang, Qi Yu
Online Reliability Prediction via Long Short Term Memory for Service-Oriented Systems. 81-88 - Zhiying Tu, Zhaoyang Liu, Xiaofei Xu, Zhongjie Wang:
Freelancer Influence Evaluation and Gig Service Quality Prediction in Fiverr. 89-96
ICWS Research Track Session 5
- Xiaoyi Duan, Jia Zhang, Qihao Bao, Rahul Ramachandran
Linking Design-Time and Run-Time: A Graph-Based Uniform Workflow Provenance Model. 97-105 - Haoyu Luo, Xiao Liu
Propagation-Aware Temporal Verification for Parallel Business Cloud Workflows. 106-113 - Shunshun Peng, Hongbing Wang, Qi Yu
Estimation of Distribution with Restricted Boltzmann Machine for Adaptive Service Composition. 114-121
ICWS Research Track Session 6
- Rongbin Xu, Kangkang Zhao, Pengfei Zhang, Dong Yuan, Ying Xie, Yun Yang:
A Novel Data Set Importance Based Cost-Effective and Computation-Efficient Storage Strategy in the Cloud. 122-129 - Shuo Zhang, Dong Yuan, Li Pan, Shijun Liu, Lizhen Cui, Xiangxu Meng:
Selling Reserved Instances through Pay-as-You-Go Model in Cloud Computing. 130-137 - Diego Serrano, Eleni Stroulia, Diana H. Lau, Tinny Ng:
Linked REST APIs: A Middleware for Semantic REST API Integration. 138-145
ICWS Research Track Session 7
- Pengcheng Zhang, Liyan Wang, Wenrui Li, Hareton Leung, Wei Song:
A Web Service QoS Forecasting Approach Based on Multivariate Time Series. 146-153 - Li Pan, Bo An, Shijun Liu, Lizhen Cui:
Nash Equilibrium and Decentralized Pricing for QoS Aware Service Composition in Cloud Computing Environments. 154-163 - Wei Xiong, Zhao Wu, Bing Li, Qiong Gu:
A Learning Approach to QoS Prediction via Multi-Dimensional Context. 164-171
ICWS Research Track Session 8
- Marwa Daagi
Web Service Interface Decomposition Using Formal Concept Analysis. 172-179 - Abdessalam Elhabbash
Self-Awareness for Dynamic Knowledge Management in Self-Adaptive Volunteer Services. 180-187 - Dionysis Athanasopoulos
The Aspect of Data Translation in Service Similarity. 188-195
ICWS Research Track Session 9
- Hessam Moeini, I-Ling Yen, Farokh B. Bastani:
Efficient Caching for Peer-to-Peer Service Discovery in Internet of Things. 196-203 - Dayong Ye
An Agent-Based Decentralised Service Monitoring Approach in Multi-Tenant Service-Based Systems. 204-211 - Lingyan Zhang, Shangguang Wang
QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services. 212-219
ICWS Research Track Session 10
- Qihao Bao, Jia Zhang, Xiaoyi Duan, Rahul Ramachandran
A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation. 220-228 - Weishi Shi, Xumin Liu, Qi Yu
Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation. 229-236 - Wei Zhou, Ling Liu, Calton Pu, Tao Zhu, Qingyang Wang, Wenkun Xiang, Shaowen Yao:
An Experimental Study of a Biosequence Big Data Analysis Service. 237-244
ICWS Research Track Session 11
- Bin Ye
CrowdDefense: A Trust Vector-Based Threat Defense Model in Crowdsourcing Environments. 245-252 - Guoquan Wu, Yuzhong Cao, Wei Chen, Jun Wei, Hua Zhong, Tao Huang:
AppCheck: A Crowdsourced Testing Service for Android Applications. 253-260 - Tingting Liang, Liang Chen, Xingde Ying, Philip S. Yu, Jian Wu, Zibin Zheng
Mobile Application Rating Prediction via Feature-Oriented Matrix Factorization. 261-268
ICWS Research Track Session 12
- Rui Zhang, Rui Xue, Ling Liu, Lijuan Zheng:
Oblivious Multi-Keyword Search for Secure Cloud Storage Service. 269-276 - Haifang Wang, Xu Chi, Zhongjie Wang, Xiaofei Xu, Shiping Chen
Extracting Fine-Grained Service Value Features and Distributions for Accurate Service Recommendation. 277-284 - Yushi Hao, Yushun Fan, Wei Tan, Jia Zhang:
Service Recommendation Based on Targeted Reconstruction of Service Descriptions. 285-292
ICWS Research Track Session 13
- Ada Bagozi
Interactive Data Exploration as a Service for the Smart Factory. 293-300 - Wenli Yu, Li Li, Xiaofei Xu, Dengbao Wang, Jingyuan Wang, Shiping Chen
ProductRec: Product Bundle Recommendation Based on User's Sequential Patterns in Social Networking Service Environment. 301-308 - Nengjun Zhu, Jian Cao:
GTRM: A Top-N Recommendation Model for Smartphone Applications. 309-316 - Chaoran Huang
Expert as a Service: Software Expert Recommendation via Knowledge Domain Embeddings in Stack Overflow. 317-324 - Yanchun Wang, Qiang He, Dayong Ye
Formulating Criticality-Based Cost-Effective Monitoring Strategies for Multi-Tenant Service-Based Systems. 325-332 - Changlong Li, Hang Zhuang, Bo Xu, Jiali Wang, Chao Wang, Xuehai Zhou:
Light Weight Key-Value Store for Efficient Services on Local Distributed Mobile Devices. 333-340 - Hanzhang Wang, Marouane Kessentini, Taghreed Hassouna, Ali Ouni:
On the Value of Quality of Service Attributes for Detecting Bad Design Practices. 341-348 - Xiaomin Xu, Sheng Huang, Lance Feagan, Yaoliang Chen, Yunjie Qiu, Yu Wang:
EAaaS: Edge Analytics as a Service. 349-356 - Thenuwara Hannadige Akila Sanjaya Siriweera
Constraint-Driven Dynamic Workflow for Automation of Big Data Analytics Based on GraphPlan. 357-364 - Marouane Kessentini, Hanzhang Wang:
Detecting Refactorings among Multiple Web Service Releases: A Heuristic-Based Approach. 365-372 - Chao Wang, Jinhong Zhou, Lei Gong, Xi Li, Aili Wang, Xuehai Zhou:
xFilter: A Temporal Locality Accelerator for Intrusion Detection System Services. 373-380 - Priyanka Samanta, Xumin Liu:
Recommending Services for New Mashups through Service Factors and Top-K Neighbors. 381-388
ICWS Application Track
- Siyang Lu, BingBing Rao, Xiang Wei, Byung-Chul Tak, Long Wang, Liqiang Wang:
Log-based Abnormal Task Detection and Root Cause Analysis for Spark. 389-396 - Imam Mustafa Kamal
Identifying Key Resources in a Social Network Using f-PageRank. 397-403 - Hang Zhuang, Chao Wang, Changlong Li, Qingfeng Wang, Xuehai Zhou:
Natural Language Processing Service Based on Stroke-Level Convolutional Networks for Chinese Text Classification. 404-411 - I-Ling Yen, Farokh B. Bastani, Yongtao Huang, Yuqun Zhang, Xin Yao
SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics. 412-419 - Chongchong Xu, Jinhong Zhou, Yuntao Lu, Fan Sun, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
Evaluation and Trade-offs of Graph Processing for Cloud Services. 420-427 - Xuanhua Shi, Xiong Zhang, Ligang He, Hai Jin, Zhixiang Ke, Song Wu:
MURS: Mitigating Memory Pressure in Service-Oriented Data Processing System. 428-435 - Georges Ouffoue, Fatiha Zaïdi, Ana R. Cavalli, Mounir Lallali:
How Web Services Can Be Tolerant to Intruders through Diversification. 436-443 - Ruilin Liu, Xiaofei Xu, Zhongjie Wang, Quan Z. Sheng
Probability Matrix of Request-Solution Mapping for Efficient Service Selection. 444-451 - Yijin Wang, Xiaolong Xu:
Indoor Localization Service Based on Hybrid Fingerprint Map. 452-459 - Jalel Eddine Hajlaoui, Mohamed Nazih Omri
QoS Based Framework for Configurable IaaS Cloud Services Discovery. 460-467 - Bin Liu, Xiao Liang Yu, Shiping Chen
Blockchain Based Data Integrity Service Framework for IoT Data. 468-475 - Suman Roy
Fuzzy QoS Modeling of IT Maintenance Tickets. 476-483 - Simon Schwichtenberg, Christian Gerth, Gregor Engels:
From Open API to Semantic Specifications and Code Adapters. 484-491 - Xudong Zhao
Real-Time Soft Resource Allocation in Multi-Tier Web Service Systems. 492-499 - Muhui Jiang, Chenxu Wang, Xiapu Luo
Characterizing the Impacts of Application Layer DDoS Attacks. 500-507 - Tooba Aamir
Social-Sensor Cloud Service Selection. 508-515 - Malagalage Sameera Hemangi Jayaratna, Athman Bouguettaya
Subjective Evaluation of Market-Driven Cloud Services. 516-523 - Genc Mazlami, Jürgen Cito, Philipp Leitner:
Extraction of Microservices from Monolithic Software Architectures. 524-531 - Ali Ouni, Marwa Daagi
A Machine Learning-Based Approach to Detect Web Service Design Defects. 532-539 - Marouane Kessentini, Hanzhang Wang, Josselin Troh Dea, Ali Ouni:
Improving Web Services Design Quality Using Heuristic Search and Machine Learning. 540-547 - Yang Luo, Tian Puyang, Xiaoning Sun, Qingni Shen, Yahui Yang, Anbang Ruan, Zhonghai Wu:
RestSep: Towards a Test-Oriented Privilege Partitioning Approach for RESTful APIs. 548-555 - Ying Wu, Rui Zhang, Rui Xue, Ling Liu:
Multi-Client Verifiable Computation Service for Outsourced Data. 556-563 - Jiu Wen, Yanchun Sun:
A Map-Matching Service Designed for Courier Trajectories. 564-571 - Zhongmei Zhang, Xiaohong Li, Chen Liu, Shen Su, Yanbo Han:
A Service-Based Approach to Situational Correlation and Analyses of Stream Sensor Data. 572-579 - Yang Zhang, Li Duan, Chang-Ai Sun, Bo Cheng, Junliang Chen:
A Cross-Layer Security Solution for Publish/Subscribe-Based IoT Services Communication Infrastructure. 580-587 - Qun Shi, Guanfeng Liu
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs. 588-595 - Wei Zhu, Farokh B. Bastani, I-Ling Yen, Jicheng Fu, Yuqun Zhang:
Automated Holistic Service Composition: Modeling and Composition Reasoning Techniques. 596-603 - Jiaxing Wang
FB-Diff: A Feature Based Difference Detection Algorithm for Process Models. 604-611 - Kaushik Das, Prabhavathi Perumal, Joy Bose
Security Mechanism for Packaged Web Applications. 612-619 - Zhiying Tu, Xiaofei Xu, Qian Zhang, Hanming Zhang, Zhongjie Wang:
Gig Services Recommendation Method for Fuzzy Requirement Description. 620-627 - Jingshu Xia, Zhenyun Zhuang, Anant Rao, Haricharan Ramachandra, Yi Feng, Ramya Pasumarti:
RedLiner: Measuring Service Capacity with Live Production Traffic. 628-635 - Chao Zhang, Junchi Yan, Yunting Li, Feng Sun, Jinghai Yan, Dawei Zhang, Xiaoguang Rui, Rongfang Bie:
Early Air Pollution Forecasting as a Service: An Ensemble Learning Approach. 636-643 - Sailesh Kumar Sathish, Anish Anil Patankar, Nimesh Priyodit:
Enabling Multi-Topic and Cross-Language Browsing Using Web-Semantics Service. 644-651 - Shun Li, Junhao Wen, Fengji Luo, Tian Cheng, Qingyu Xiong:
A Location and Reputation Aware Matrix Factorization Approach for Personalized Quality of Service Prediction. 652-659 - Kashif Ali, Hai Dong
Sentiment Analysis as a Service: A Social Media Based Sentiment Analysis Framework. 660-667 - Dennis Wolters, Stefan Heindorf
Linking Services to Websites by Leveraging Semantic Data. 668-675 - Puwei Wang, Tao Liu, Ying Zhan, Xiaoyong Du:
A Bayesian Nash Equilibrium of QoS-Aware Web Service Composition. 676-683 - Shubham Atreja, Shivali Agarwal, Gargi Banerjee Dasgupta, Dennis A. Perpetua:
"Learning Relevance" as a Service for Improving Search Results in Technical Discussion Forums. 684-691 - Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang:
Learning Transportation Mode Choice for Context-Aware Services with Directed-Graph-Guided Fused Lasso from GPS Trajectory Data. 692-699 - Wei Chen, Peixing Xu, Guoquan Wu, Wensheng Dou, Chushu Gao, Jun Wei:
A Hierarchical Categorization Approach for System Operation Services. 700-707 - Shengpeng Liu, Ying Li, Guangyu Sun, Binbin Fan, ShuiGuang Deng
Hierarchical RNN Networks for Structured Semantic Web API Model Learning and Extraction. 708-713 - Avraham Leff, James T. Rayfield:
WSO: Developer-Oriented Transactional Orchestration of Web-Services. 714-720 - Yan Wang, Jiantao Zhou, Xinyuan Li, Xiaoyu Song:
Grouping Users Using a Combination-Based Clustering Algorithm in the Service Environment. 721-727 - Omar Abdel Wahab
I Know You Are Watching Me: Stackelberg-Based Adaptive Intrusion Detection Strategy for Insider Attacks in the Cloud. 728-735 - Patrick Philipp, Achim Rettinger, Maria Maleshkova
On Automating Decentralized Multi-Step Service Combination. 736-743 - Rupasingha A. H. M. Rupasingha
Improving Web Service Clustering through a Novel Ontology Generation Method by Domain Specificity. 744-751 - Pengbo Xiu, Weiliang Zhao
Correctness Verification for Service-Based Business Processes. 752-759 - Lei Han, Weiliang Zhao
An Approach towards Task Abstraction and Aggregation in Business Processes. 760-767 - Yiqun Hua, Jian Cao, Qi Gu, Yudong Tan:
PD-TRP: A Service Composition Approach for the Personalized and Optimized Door-to-Door Travel Plan Recommendation. 768-775 - Yu Zhao, Shaohua Wang
Automatically Learning User Preferences for Personalized Service Composition. 776-783 - Yan Yao
EWS: A Pattern Prediction-Based Elastic Workflow Service in the Cloud. 784-791 - Bruno Martins, Nuno Laranjeiro
INTENSE: INteroperability TEstiNg as a SErvice. 792-799 - Haiyan Wang, Han Zhang:
User Requirements Based Service Identification for Big Data. 800-807
ICWS Short Paper Track
- Shuqing He, Bo Cheng, Yuze Huang
Proactive Personalized Services in Large-Scale IoT-Based Healthcare Application. 808-813 - Chao Wang, Haijie Fang, Shiming Lei, Lei Gong, Aili Wang, Xi Li, Xuehai Zhou:
GenServ: Genome Sequencing Services on Scalable Energy Efficient Accelerators. 814-817 - Yi-Ming Wei, Xiu-Quan Qiao, Jun-Liang Chen, Yue-Zhong Feng, Chao Wang:
SmartDODS: A Smart Dynamic Order Dispatch System for Short-Distance Instant Logistics Service. 818-821 - Dongsheng Li, Wanxin Zhang, Siqi Shen, Yiming Zhang:
SES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search. 822-827 - Azubuike Ezenwoke
Towards a Visualization Framework for Service Selection in Cloud E-Marketplaces. 828-835 - Emna Hachicha, Karn Yongsiriwit, Mohamed Sellami
Genetic-Based Configurable Cloud Resource Allocation in QoS-Aware Business Process Development. 836-839 - Dongyoung Koo, Young-joo Shin
An Online Data-Oriented Authentication Based on Merkle Tree with Improved Reliability. 840-843 - Guoliang Zhu, Kai Lu, Xiaoping Wang, Yiming Zhang, Ling Liu:
A Case for Memory Frequency Sensitivity. 844-848 - Guoqiang Hu, Xin Zhang, Ning Duan, Peng Gao:
Towards Reliable Online Services Analyzing Mobile Sensor Big Data. 849-852 - Chao Zhang, Baoxian Liu, Junchi Yan, Jinghai Yan, Lingjun Li, Dawei Zhang, Xiaoguang Rui, Rongfang Bie:
Hybrid Measurement of Air Quality as a Mobile Service: An Image Based Approach. 853-856 - Yujie Wang, Xiaoliang Fan, Xiao Liu
Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data. 857-861 - Scott Ruoti
Intrusion Detection with Unsupervised Heterogeneous Ensembles Using Cluster-Based Normalization. 862-865 - Ricky J. Sethi
Spotting Fake News: A Social Argumentation Framework for Scrutinizing Alternative Facts. 866-869 - Marwa Boulakbech, Nizar Messai, Yacine Sam, Thomas Devogele:
Visual Configuration for RESTful Mobile Web Mashups. 870-873 - Xin Chen, Yanbo Han, Yan Wen, Feng Zhang, Wei Liu:
A Keyword-Driven Data Service Composition Sequence Generation Approach on Ad-Hoc Data Query. 874-877 - Usama Salama, Lina Yao, Xianzhi Wang
Multi-Level Privacy-Preserving Access Control as a Service for Personal Healthcare Monitoring. 878-881 - Xi Chen
Data Flow-Oriented Multi-Path Semantic Web Service Composition Using Extended SPARQL. 882-885 - Bharathan S, Chandrasekharan Rajendran
Penalty Based Mathematical Models for Web Service Composition in a Geo-Distributed Cloud Environment. 886-889 - Yuqun Zhang, Mengshi Zhang, Xi Zheng
Service2vec: A Vector Representation for Web Services. 890-893 - Sen Niu, Guobing Zou, Yanglan Gan, Yang Xiang, Bofeng Zhang:
Towards Uncertain QoS-Aware Service Composition via Multi-Objective Optimization. 894-897 - Yuhao Gong, Hongyu Kuang
Parallelized Mobility-Aware Complex Event Processing. 898-901 - Meiling Zhu, Chen Liu, Jianwu Wang, Shen Su, Yanbo Han:
Service Hyperlink: Modeling and Reusing Partial Process Knowledge by Mining Event Dependencies among Sensor Data Services. 902-905 - Yali Wang, Yang Zhang, Junliang Chen:
Pursuing Differentiated Services in a SDN-Based IoT-Oriented Pub/Sub System. 906-909 - Shridhar Choudhary, Kosaku Kimura, Atsuji Sekiguchi:
SPEC2REST: An Approach for Eliciting Web API Resources from Existing Applications. 910-913 - Jiaxing Wang
A Benchmark Dataset for Evaluating Process Similarity Search Methods. 914-917
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