GRASP-based resource re-optimization for effective big data access in federated clouds

F Palmieri, U Fiore, S Ricciardi, A Castiglione - Future Generation …, 2016 - Elsevier
Federated cloud organizations, spanning across multiple networked sites that provide both
computing and storage resources, can be considered the state-of-the-art solutions for …

Federated geo-distributed clouds: optimizing resource allocation based on request type using autonomous and multi-objective resource sharing model

F Ebadifard, SM Babamir - Big Data Research, 2021 - Elsevier
Due to the problems exist in non-geographic federated clouds, the geographic ones are
considered. Nevertheless, the approaches that have already been proposed to allocate …

InFeMo: flexible big data management through a federated cloud system

CL Stergiou, KE Psannis, BB Gupta - ACM Transactions on Internet …, 2021 - dl.acm.org
This paper introduces and describes a novel architecture scenario based on Cloud
Computing and counts on the innovative model of Federated Learning. The proposed model …

A cost-aware management framework for placement of data-intensive applications on federated cloud

M Najm, R Tripathi, MS Alhakeem… - Journal of Network and …, 2021 - Springer
Modern big data analysis and business intelligence applications come with high resource
demands, along with a requirement for large data transfer between storage and compute …

AIMING: Resource Allocation with Latency Awareness for Federated‐Cloud Applications

J Wei, A Zhou, J Yuan, F Yang - Wireless Communications and …, 2018 - Wiley Online Library
Federated‐cloud has been widely deployed due to the growing popularity of real‐time
applications, and hence allocating resources among clouds becomes nontrivial to meet the …

Synchronous parallel processing of big-data analytics services to optimize performance in federated clouds

G Jung, N Gnanasambandam… - 2012 IEEE Fifth …, 2012 - ieeexplore.ieee.org
Parallelization of big-data analytics services over a federation of heterogeneous clouds has
been considered to improve performance. However, contrary to common intuition, there is …

Green cloud communication system for big data management

CL Stergiou, KE Psannis… - 2020 3rd World …, 2020 - ieeexplore.ieee.org
This paper makes an effort to survey and study the open challenges in the field of energy-
efficient and green Cloud infrastructures. The useful software that offers the possibility to …

Dynamic application deployment in federations of clouds and edge resources using a multiobjective optimization AI algorithm

RG Aryal, J Altmann - … Third international conference on fog and …, 2018 - ieeexplore.ieee.org
Cloud federation brings, besides various opportunities, challenges for resource allocation.
Optimized allocation of resources to applications is one of these challenges. The challenge …

SDN-based and multitenant-aware resource provisioning mechanism for cloud-based big data streaming

C Vicentini, A Santin, E Viegas, V Abreu - Journal of Network and Computer …, 2019 - Elsevier
Cloud computing provides elastic on-demand resource allocation, enabling big data
systems to process large amounts of streaming data in real time. However, a shared cloud …

[HTML][HTML] Strategies for efficient resource management in federated cloud environments supporting Infrastructure as a Service (IaaS)

AK Samha - Journal of Engineering Research, 2023 - Elsevier
The increased market activity and visibility have resulted in a growing demand for additional
computer resources to meet the needs of cloud clients. Delivering promised quality of …