A survey on machine learning for geo-distributed cloud data center management

N Hogade, S Pasricha - IEEE Transactions on Sustainable …, 2022 - ieeexplore.ieee.org
Cloud workloads today are typically managed in a distributed environment and processed
across geographically distributed data centers. Cloud service providers have been …

SpeCH: A scalable framework for data placement of data-intensive services in geo-distributed clouds

A Atrey, G Van Seghbroeck, H Mora, F De Turck… - Journal of Network and …, 2019 - Elsevier
The advent of big data analytics and cloud computing technologies has resulted in wide-
spread research on the data placement problem. Since data-intensive services require …

UnifyDR: a generic framework for unifying data and replica placement

A Atrey, G Van Seghbroeck, H Mora, B Volckaert… - IEEE …, 2020 - ieeexplore.ieee.org
The advent of (big) data management applications operating at Cloud scale has led to
extensive research on the data placement problem. The key objective of data placement is …

ACO-DPDGW: an ant colony optimization algorithm for data placement of data-intensive geospatial workflow

X Wu, Y Liu, C Chen - Earth Science Informatics, 2019 - Springer
Massive data transmission between distributed data centers is the major efficiency
bottleneck of geospatial workflow. Although many data placement methods have been …

Unifying data and replica placement for data-intensive services in geographically distributed clouds

A Atrey, G Van Seghbroeck, H Mora… - … Conference on Cloud …, 2019 - biblio.ugent.be
The increased reliance of data management applications on cloud computing technologies
has rendered research in identifying solutions to the data placement problem to be of …

Systematic Approaches to Data Placement, Replication and Migration in Heterogeneous Edge-Cloud Computing Systems: A Comprehensive Literature Review.

RT Venkatesh, DK Chandrashekar… - … des Systèmes d' …, 2023 - search.ebscohost.com
Abstract The advent of Online Social Networks (OSNs) and the Internet-of-Things (IoT) has
catalyzed an unprecedented surge in data generation at smart device endpoints. This …

[PDF][PDF] DISTRIBUTE APPLICATION WORKLOADS ACROSS DATA CENTERS AND MULTIPLE CLOUDS

OFA DALO - admin369.seyboldreport.org
The distribution of application workloads across data centers and multiple cloud
environments stands as a transformative strategy in modern IT landscape. While challenges …

[PDF][PDF] Dynamic Data Placement in Cloud/Edge Environments

DC Romão - 2020 - joaoleitao.org
Abstract Nowadays the Cloud Computing model is the most widely used paradigm to
support the operation of large scale distributed systems. However, this model has its own …