Discrete-time controlled Markov processes with average cost criterion: a survey
SIAM Journal on Control and Optimization
ACM Transactions on Database Systems (TODS)
Cultural algorithms: theory and applications
New ideas in optimization
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Physics of Service Composition
IEEE Internet Computing
A multimedia service composition scheme for ubiquitous networks
Journal of Network and Computer Applications
Proceedings of the 17th International Conference on Data Engineering
Flexible, Dynamic, and Scalable Service Composition for Active Routers
IWAN '02 Proceedings of the IFIP-TC6 4th International Working Conference on Active Networks
QoS-Aware Middleware for Web Services Composition
IEEE Transactions on Software Engineering
Current Solutions for Web Service Composition
IEEE Internet Computing
Automated composition of e-services: lookaheads
Proceedings of the 2nd international conference on Service oriented computing
ECA Rule-Based Workflow Modeling and Implementation for Service Composition
IEICE - Transactions on Information and Systems
Classifying variability modeling techniques
Information and Software Technology
Adaptive Service Composition in Flexible Processes
IEEE Transactions on Software Engineering
Designing Self-Adaptive Service-Oriented Applications
ICAC '07 Proceedings of the Fourth International Conference on Autonomic Computing
A QoS-based selection approach of autonomic grid services
Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, issues, and approaches
Investigating web services on the world wide web
Proceedings of the 17th international conference on World Wide Web
The resource pooling principle
ACM SIGCOMM Computer Communication Review
A Markov-based collaborative pricing system for information goods bundling
Expert Systems with Applications: An International Journal
Adaptation of Web Service Composition Based on Workflow Patterns
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
A break in the clouds: towards a cloud definition
ACM SIGCOMM Computer Communication Review
Study of genetic algorithm with reinforcement learning to solve the TSP
Expert Systems with Applications: An International Journal
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
A new distance measure for hidden Markov models
Expert Systems with Applications: An International Journal
Multidimensional bin packing algorithms
IBM Journal of Research and Development
A Parallel Branch and Bound Algorithm for Workflow QoS Optimization
ICPP '09 Proceedings of the 2009 International Conference on Parallel Processing
Cloud Computing Service Composition and Search Based on Semantic
CloudCom '09 Proceedings of the 1st International Conference on Cloud Computing
Reaching consensus: A moderated fuzzy web services discovery method
Information and Software Technology
Computing Service Skyline from Uncertain QoWS
IEEE Transactions on Services Computing
Cloud Computing: Issues and Challenges
AINA '10 Proceedings of the 2010 24th IEEE International Conference on Advanced Information Networking and Applications
Distributed QoS Evaluation for Real-World Web Services
ICWS '10 Proceedings of the 2010 IEEE International Conference on Web Services
A service composition framework for market-oriented high performance computing cloud
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on model-based diagnostics
Towards Web Service selection based on QoS estimation
International Journal of Web and Grid Services
User-centric, heuristic optimization of service composition in clouds
EuroPar'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part I
Service-Oriented Computing and Cloud Computing: Challenges and Opportunities
IEEE Internet Computing
Security and Privacy Challenges in Cloud Computing Environments
IEEE Security and Privacy
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Expert Systems with Applications: An International Journal
QoS-Aware Service Composition: A Survey
ECOWS '10 Proceedings of the 2010 Eighth IEEE European Conference on Web Services
A workflow framework for intelligent service composition
Future Generation Computer Systems
Mining Markov chain transition matrix from wind speed time series data
Expert Systems with Applications: An International Journal
A novel heuristic algorithm for QoS-aware end-to-end service composition
Computer Communications
The Art of Computer Programming: Combinatorial Algorithms, Part 1
The Art of Computer Programming: Combinatorial Algorithms, Part 1
Satisfiability modulo theories: introduction and applications
Communications of the ACM
Genetic algorithm based QoS-aware service compositions in cloud computing
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Grid Computing: Towards a Global Interconnected Infrastructure
Grid Computing: Towards a Global Interconnected Infrastructure
Expert Systems with Applications: An International Journal
A History Record-Based Service Optimization Method for QoS-Aware Service Composition
ICWS '11 Proceedings of the 2011 IEEE International Conference on Web Services
Addressing cloud computing security issues
Future Generation Computer Systems
Service selection algorithms for composing complex services with multiple qos constraints
ICSOC'05 Proceedings of the Third international conference on Service-Oriented Computing
Automatic web service composition based on graph network analysis metrics
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, COA, and ODBASE - Volume Part II
Towards network-aware service composition in the cloud
Proceedings of the 21st international conference on World Wide Web
A quality of service (QoS)-aware execution plan selection approach for a service composition process
Future Generation Computer Systems
Learning and optimization using the clonal selection principle
IEEE Transactions on Evolutionary Computation
CLOUD '12 Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing
A Brokerage-Based Approach for Cloud Service Selection
CLOUD '12 Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing
A QoS-Aware Service Selection Method for Cloud Service Composition
IPDPSW '12 Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum
SCC '12 Proceedings of the 2012 IEEE Ninth International Conference on Services Computing
A Semantics Web Service Composition Approach Based on Cloud Computing
ICCIS '12 Proceedings of the 2012 Fourth International Conference on Computational and Information Sciences
Future Generation Computer Systems
Cloud service selection based on variability modeling
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition
Mobile Networks and Applications
A declarative recommender system for cloud infrastructure services selection
GECON'12 Proceedings of the 9th international conference on Economics of Grids, Clouds, Systems, and Services
Agent-based Cloud service composition
Applied Intelligence
Trust-Based Service Composition and Optimization
APSEC '12 Proceedings of the 2012 19th Asia-Pacific Software Engineering Conference - Volume 01
A survey of software testing practices in Canada
Journal of Systems and Software
A novel two-phase approach for QoS-aware service composition based on history records
SOCA '12 Proceedings of the 2012 5th IEEE International Conference on Service-Oriented Computing and Applications (SOCA)
Revenue maximization with quality assurance for composite web services
SOCA '12 Proceedings of the 2012 5th IEEE International Conference on Service-Oriented Computing and Applications (SOCA)
Efficient Service Skyline Computation for Composite Service Selection
IEEE Transactions on Knowledge and Data Engineering
QoS Ranking Prediction for Cloud Services
IEEE Transactions on Parallel and Distributed Systems
SCC '13 Proceedings of the 2013 IEEE International Conference on Services Computing
Increasing mapping based hidden Markov model for dynamic process monitoring and diagnosis
Expert Systems with Applications: An International Journal
An End-to-End QoS Mapping Approach for Cloud Service Selection
SERVICES '13 Proceedings of the 2013 IEEE Ninth World Congress on Services
Hi-index | 12.05 |
The increasing tendency of network service users to use cloud computing encourages web service vendors to supply services that have different functional and nonfunctional (quality of service) features and provide them in a service pool. Based on supply and demand rules and because of the exuberant growth of the services that are offered, cloud service brokers face tough competition against each other in providing quality of service enhancements. Such competition leads to a difficult and complicated process to provide simple service selection and composition in supplying composite services in the cloud, which should be considered an NP-hard problem. How to select appropriate services from the service pool, overcome composition restrictions, determine the importance of different quality of service parameters, focus on the dynamic characteristics of the problem, and address rapid changes in the properties of the services and network appear to be among the most important issues that must be investigated and addressed. In this paper, utilizing a systematic literature review, important questions that can be raised about the research performed in addressing the above-mentioned problem have been extracted and put forth. Then, by dividing the research into four main groups based on the problem-solving approaches and identifying the investigated quality of service parameters, intended objectives, and developing environments, beneficial results and statistics are obtained that can contribute to future research.