On the use of big data frameworks for big service composition

M Sellami, H Mezni, MS Hacid - Journal of Network and Computer …, 2020 - Elsevier
Over the last years, big data has emerged as a new paradigm for the processing and
analysis of massive volumes of data. Big data processing has been combined with service …

Towards big services composition

M Gharbi, H Mezni - International Journal of Web and Grid …, 2020 - inderscienceonline.com
Recently, cloud computing has been combined with big data processing leading to a new
model of services called big services. This model addresses the customers' complex …

A MapReduce‐based modified Grey Wolf optimizer for QoS‐aware big service composition

B Bhaskar, C Jatoth… - Concurrency and …, 2020 - Wiley Online Library
Big services are the collection of interrelated web services across virtual and physical
domains, integrating service oriented computing and big data. The rapid growth of Big …

QoS-aware Big service composition using MapReduce based evolutionary algorithm with guided mutation

C Jatoth, GR Gangadharan, U Fiore, R Buyya - Future Generation …, 2018 - Elsevier
Big services are the collection of interrelated services across virtual and physical domains
for analyzing and processing big data. Big service composition is a strategy of aggregating …

Towards big services: a synergy between service computing and parallel programming

H Mezni, M Sellami, S Aridhi, FB Charrada - Computing, 2021 - Springer
Over the last years, cloud computing has emerged as a natural choice to host, manage, and
provide various kinds of virtualized resources (eg, software, business processes, databases …

Novel bat algorithm for QoS-aware services composition in large scale internet of things

A Kouicem, ME Khanouche, A Tari - Cluster Computing, 2022 - Springer
The democratization of smart devices over the last decade has given rise what is called the
Internet of Thing (IoT). In view of the multitude of functionally equivalent services that have …

[PDF][PDF] Big data service architecture: a survey

J Wang, Y Yang, T Wang, RS Sherratt… - Journal of Internet …, 2020 - jit.ndhu.edu.tw
As one of the main development directions in the information field, big data technology can
be applied for data mining, data analysis and data sharing in the massive data, and it …

Toward efficient service composition techniques in the internet of things

M Hamzei, NJ Navimipour - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
Internet of Things (IoT) is anticipated to bridge various technologies to allow new
applications through linking physical things together in the future. Increasing facilities …

Big data systems meet machine learning challenges: towards big data science as a service

R Elshawi, S Sakr, D Talia, P Trunfio - Big data research, 2018 - Elsevier
Recently, we have been witnessing huge advancements in the scale of data we routinely
generate and collect in pretty much everything we do, as well as our ability to exploit modern …

QoS and customizable transaction-aware selection for big data analytics on automatic service composition

THAS Siriweera, I Paik… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
As services for Big Data Analysis (BDA) become prevalent, analysis services with
intelligence and autonomy using automatic service composition (ASC) show bright …