QoS-aware cloud service composition: A systematic mapping study from the perspective of computational intelligence

Q She, X Wei, G Nie, D Chen - Expert Systems with Applications, 2019 - Elsevier
Cloud service composition builds new value-added services by combining existing single
services. However, because of the exuberant growth of cloud services and the varying …

Hybrid metaheuristics for QoS-aware service composition: A systematic mapping 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 …

Neuro-swarm intelligent computing to solve the second-order singular functional differential model

Z Sabir, MAZ Raja, M Umar, M Shoaib - The European Physical Journal …, 2020 - Springer
The aim of the present study is to solve the singular second-order functional differential
model with the development of neuro-swarm intelligent computing solver ANN–PSO–SQP …

FMNSICS: Fractional Meyer neuro-swarm intelligent computing solver for nonlinear fractional Lane–Emden systems

Z Sabir, MAZ Raja, M Umar, M Shoaib… - Neural Computing and …, 2022 - Springer
The fractional neuro-evolution-based intelligent computing has substantial potential to solve
fractional order systems represented with Lane–Emden equation arising in astrophysics …

A multi-objective service composition recommendation method for individualized customer: hybrid MPA-GSO-DNN model

Z Liu, S Guo, L Wang, B Du, S Pang - Computers & Industrial Engineering, 2019 - Elsevier
With the development of manufacturing customization, unified manufacturing service
recommendation is difficult to meet the customer's individualized demand. To this end, the …

Optimization of microservice composition based on artificial immune algorithm considering fuzziness and user preference

M Gao, M Chen, A Liu, WH Ip, KL Yung - IEEE access, 2020 - ieeexplore.ieee.org
Microservices is a new paradigm in cloud computing that separates traditional monolithic
applications into groups of services. These individual services may correlate or cross multi …

Advances on QoS‐aware web service selection and composition with nature‐inspired computing

X Zhao, R Li, X Zuo - CAAI Transactions on Intelligence …, 2019 - Wiley Online Library
Service‐oriented architecture is becoming a major software framework for complex
application and it can be dynamically and flexibly composed by integrating existing …

A preference-based multi-objective algorithm for optimal service composition selection in cloud manufacturing

X Bi, D Yu, J Liu, Y Hu - International Journal of Computer …, 2020 - Taylor & Francis
Aiming at addressing several conflicting criteria of quality of service (QoS) that should be
trade-off optimized during service composition and optimal selection (SCOS) in cloud …

A novel simple particle swarm optimization algorithm for global optimization

X Zhang, D Zou, X Shen - Mathematics, 2018 - mdpi.com
In order to overcome the several shortcomings of Particle Swarm Optimization (PSO) eg,
premature convergence, low accuracy and poor global searching ability, a novel Simple …

A survey of evolutionary computation for web service composition: A technical perspective

AS da Silva, H Ma, Y Mei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Service oriented computing has emerged as a popular software development paradigm. In
the era of Cloud computing, Big data, the Internet of Things (IoT) and Smart Cities, Web …