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A Three-phase Large Scale Skyline Service Selection Framework in Clouds

Jinzhong LI, Jintao ZENG, Lei PENG, Wenlang Luo
2016 International Journal of Grid and Distributed Computing  
This framework adopts distributed parallel Skyline computation with MapReduce to prune redundant candidate services, and employs parallel multiobjective optimization algorithm based on MapReduce to select  ...  To address these challenges, we propose a three-phase large scale Skyline service selection framework for service composition in clouds.  ...  The three-phase large scale Skyline service selection framework based on MapReduce can be a considerable approach for solving composite service selection in cloud environment.  ... 
doi:10.14257/ijgdc.2016.9.4.20 fatcat:rsrxwlb7ofbytfk6izyjvotqt4

Selecting skyline services for QoS-aware composition by upgrading MapReduce paradigm

Jian Wu, Liang Chen, Qi Yu, Li Kuang, Yilun Wang, Zhaohui Wu
2013 Cluster Computing  
Recently, skyline analysis is adopted to select candidate services with better QoS to facilitate the process of QoS-aware service composition.  ...  An angle-based dataspace partitioning approach is employed in our MapReduce based skyline service selection.  ...  Conclusion Skyline analysis is recently used in service selection for QoS-aware composition.  ... 
doi:10.1007/s10586-012-0240-9 fatcat:3gprmy6mbfb7jfwifqoo3m63b4

Optimizing Web Service Composition with Graphplan and Fuzzy Control

Guodong Fan, Ming Zhu, Xiaoliu Cui
2019 Journal of Ubiquitous Systems and Pervasive Networks  
QoS-aware web service composition is an NP-hard problem. To solve this problem, we design a system which combines GraphPlan with Fuzzy Control algorithm.  ...  In the backward phase, services are selected according to functional goals and their overall QoS.  ...  [18] proposes an automatic service composition method based on depth-first searching for the Top-k QoS service composition issue based on the MapReduce framework.  ... 
doi:10.5383/juspn.11.02.003 fatcat:vcppmzbbgna5zjadqbz77epgma

Parallel Execution of Data-intensive Web Services Based on Data-flow Constructs and I/O Operation Ratio

Dongjin Yu, Qi Zhu, Jianhua Shao, Chang Li, Youwei Yuan, Wanqing Li
2014 International Journal of Database Theory and Application  
Furthermore, we put forward the approach to the composition of Web services based on the I/O operation ratio, in which the CPU intensive Web services and the I/O intensive ones are arranged to execute  ...  Service-oriented architecture, on the other hand, offers a scalable and flexible framework to implement loosely-coupled and standards-based distribute computing which the data-intensive applications usually  ...  For instance, Huang et al propose an automatic service composition method based on depth -first searching for the Top-k Qos service composition issue.  ... 
doi:10.14257/ijdta.2014.7.4.10 fatcat:zcddrfqxinb5rgggny2ngnaud4

Hybrid Metaheuristics for QoS-aware Service Composition: A Systematic Mapping Study

Hadi Naghavipour, Tey Kok Soon, Mohd Yamani Idna Idris, Morteza Namvar, Rosli Bin Salleh, Abdullah Gani
2021 IEEE Access  
Efficient QoS-aware service composition has been a challenging task in cloud computing.  ...  With the advent of Service-Oriented Architecture (SOA), services can be registered, invoked, and combined by their identical Quality of Services (QoS) attributes to create a new value-added application  ...  and surveys on QoS-aware service composition.  ... 
doi:10.1109/access.2021.3133505 fatcat:5zi5ykxkc5eora5uygyslhwk5e

An Overview of Service Composition in Service Oriented Architecture

Faten hamad
2018 Modern Applied Science  
In this paper we proposed a Service composition in SOA, it is present service composition with various techniques used for composing services and provided a comparison between them.  ...  applications and enable contribution for enterprise working of services together.  ...  QoS-awareness encouraged Eventually Tom's perusing multi-objective QoS criteria Also ga is utilized to multivariate streamlining.  ... 
doi:10.5539/mas.v12n8p172 fatcat:2nimb7jsnrf5poaspjjjjhhufy

Location-Aware Resource Discovery and QoR-Driven Resource Selection for Hybrid Web Environments

Lara Kallab, Richard Chbeir, Michael Mrissa
2021 Sensors  
In this paper, we first present a location-aware resource discovery that relies on a 3-dimensional indexing schema, which considers object location for resource identification.  ...  Then, we present a QoR-driven resource selection approach that uses a Selection Strategy Adaptor (SSA) to form i-compositions (with i ∈N*) offering different implementation alternatives.  ...  They also acknowledge the Slovenian Research Agency ARRS for funding the project J2-2504.  ... 
doi:10.3390/s21206835 pmid:34696047 fatcat:bgnsnptfrvb3dhzodeeamdrqji

An Invincible Rudimentary Architecture for Data Security in Cloud Environment Using Multi Cloud

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
design of cloud secure service system.  ...  Cloud is a distributed access of shared pool of resources that can provide the efficient service on demand basics to cloud user by the service providers.  ...  Using MapReduce paradigm, solved the skyline selection problem in mashup cloud platforms [55].  ... 
doi:10.35940/ijitee.g5457.0981119 fatcat:7r5i6galhnac3c5klsyf243vsu

A Survey of Skyline Query Processing [article]

Christos Kalyvas, Theodoros Tzouramanis
2017 arXiv   pre-print
Based on this the skyline query was proposed which is a decision support mechanism, that retrieves the valuefor- money options of a dataset by identifying the objects that present the optimal combination  ...  This paper surveys the state-of-the-art techniques for skyline query processing, the numerous variations of the initial algorithm that were proposed to solve similar problems and the application-specific  ...  The selection of articles was based their significance in the research community. Skyline query processing is a research field that constantly evolves.  ... 
arXiv:1704.01788v1 fatcat:g45oxbmrznhqtmcpabud3sap7e

Program book

2010 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010)  
A View-Based Monitoring for Privacy-Aware Web Services Hassina Meziane 1 , Salima Benbernou 1 , Aouda K.  ...  (QoS).  ...  While considerable progress has been made in this direction, trends like cloud computing, virtualization, and software-as-a-service pose new challenges.  ... 
doi:10.1109/icdew.2010.5452773 fatcat:oyq2tujbvjfpxjlyixux5q57vu

Special Issue: Advances in Secure Data Streaming Systems

Fatos Xhafa, Jin Li, Vladi Kolici, Anton Železnikar, Matjaž Gams, Jožef Stefan, Drago Torkar, Jožef Stefan, Juan Carlos, Augusto, Argentina, Vladimir Batagelj (+18 others)
2015 unpublished
Acknowledgment The authors thank the anonymous reviewers for helpful comments and suggestions. This work was funded in part by the U.S. Army under grant #W911NF-11-1-0124.  ...  In [20] , an improved immune optimization algorithm based on PSO was presented for QoS-aware service selection with end-to-end QoS constraints.  ...  [19] combined an approximation approach with artificial bee colony to solve the QoS-aware service selection problem.  ... 
fatcat:vvmbxyvcyfccfi3wnl6q2kkfka

Jung_columbia_0054D_13177.pdf [article]

2017
This approach also creates opportunities for new services by utilizing the information available on the mobile device instead of accessing the cloud.  ...  A Mobile Cloud Computing (MCC) system is a cloud-based system that is accessed by the users through their own mobile devices.  ...  the cloud and Altocumulus draws the optimal performance in time, costs, or Quality of Service (QoS).  ... 
doi:10.7916/d8rb7c9j fatcat:dn564luudvas7mjw6qemear6gm