A genetic algorithm based data replica placement strategy for scientific applications in clouds

L Cui, J Zhang, L Yue, Y Shi, H Li… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Cloud computing is a promising distributed computing platform for big data applications, eg,
scientific applications, since excessive resources can be obtained from cloud services for …

Efficient replica migration scheme for distributed cloud storage systems

A Mseddi, MA Salahuddin, MF Zhani… - … on Cloud Computing, 2018 - ieeexplore.ieee.org
With the wide adoption of large-scale internet services and big data, the cloud has become
the ideal environment to satisfy the ever-growing storage demand. In this context, data …

Scalable and adaptive data replica placement for geo-distributed cloud storages

K Liu, J Peng, J Wang, W Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In geo-distributed cloud storage systems, data replication has been widely used to serve the
ever more users around the world for high data reliability and availability. How to optimize …

Intelligent data placement mechanism for replicas distribution in cloud storage systems

IA Ibrahim, W Dai, M Bassiouni - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
The Hadoop Distributed File System (HDFS) is a distributed storage system that stores large
volumes of data reliably and provide access to the data by the applications at high …

A comprehensive review of the data replication techniques in the cloud environments: Major trends and future directions

BA Milani, NJ Navimipour - Journal of Network and Computer Applications, 2016 - Elsevier
Nowadays, in various scientific domains, large data sets are becoming an important part of
shared resources. Such huge mass of data is usually stored in cloud data centers …

Adaptive data replication strategy in cloud computing for performance improvement

N Mansouri - Frontiers of Computer Science, 2016 - Springer
Cloud computing is becoming a very popular word in industry and is receiving a large
amount of attention from the research community. Replica management is one of the most …

A decentralized replica placement algorithm for edge computing

A Aral, T Ovatman - IEEE transactions on network and service …, 2018 - ieeexplore.ieee.org
As the devices that make up the Internet become more powerful, algorithms that orchestrate
cloud systems are on the verge of putting more responsibility for computation and storage on …

A novel intelligent approach for dynamic data replication in cloud environment

A Awad, R Salem, H Abdelkader, MA Salam - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years, cloud computing research, specifically data replication techniques and their
applications, has been growing. If the replicas number is raised and put in multiple positions …

DARE: Adaptive data replication for efficient cluster scheduling

CL Abad, Y Lu, RH Campbell - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Placing data as close as possible to computation is a common practice of data intensive
systems, commonly referred to as the data locality problem. By analyzing existing production …

A balanced and reliable data replica placement scheme based on reinforcement learning in edge–cloud environments

M Zheng, X Du, Z Lu, Q Duan - Future Generation Computer Systems, 2024 - Elsevier
With the rapid development of edge–cloud computing, distributing resources to edge nodes
and terminal devices to provide high-quality services for latency-sensitive applications and …