Dynamical resource allocation in edge for trustable internet-of-things systems: A reinforcement learning method

S Deng, Z ** study
H Naghavipour, TK Soon, MYIB Idris, M Namvar… - Ieee …, 2021 - ieeexplore.ieee.org
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 …

A service recommendation algorithm with the transfer learning based matrix factorization to improve cloud security

C Lei, H Dai, Z Yu, R Li - Information Sciences, 2020 - Elsevier
Recommendation system (RS) is designed to provide personalized services based on the
users' historical data. It has been applied in various fields and is expected to recommend the …

Time series forecasting for dynamic quality of web services: An empirical study

Y Syu, JY Kuo, YY Fanjiang - Journal of Systems and Software, 2017 - Elsevier
Abstract Web Services (WSs) constitute a critical component of modern software
development. Knowing the dynamic qualities of WSs is mandatory during use, and these …

Composition of heterogeneous web services: A systematic review

A Huf, F Siqueira - Journal of Network and Computer Applications, 2019 - Elsevier
Abstract Initial developments in Service-Oriented Computing (SOC) led to the development
of Web Services using the SOAP protocol and an extensive set of tools and methods for …

Test-oriented restful service discovery with semantic interface compatibility

SP Ma, YJ Chen, Y Syu, HJ Lin… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Web API/service technology has been attracting considerable attention and the REST
(REpresentational State Transfer) architecture is now widely accepted as mainstream …

Search based approach to forecasting QoS attributes of web services using genetic programming

YY Fanjiang, Y Syu, JY Kuo - Information and Software Technology, 2016 - Elsevier
Context Currently, many service operations performed in service-oriented software
engineering (SOSE) such as service composition and discovery depend heavily on Quality …

Extreme gradient boost classification based interesting user patterns discovery for web service composition

DG Chakravarthy, S Kannimuthu - Mobile Networks and Applications, 2019 - Springer
Web mining is the application of data mining techniques to discover the user interesting
patterns from the web server. The behaviors of web users are monitored for services …

An investigation of QoS criteria for optimal services selection in composition

Y Dongre, R Ingle - 2020 2nd International Conference on …, 2020 - ieeexplore.ieee.org
Web service plays a vital role in the service industry to improve the web service applications
and it is service oriented architecture. Due to which formation of composite service leads to …