A survey on data storage and placement methodologies for cloud-big data ecosystem

S Mazumdar, D Seybold, K Kritikos, Y Verginadis - Journal of Big Data, 2019 - Springer
… In general, Cloud-based technology offers different solutions over … Elasticity or supporting
the data scaling is a very important … , find the right position(s) of data within the infrastructure to …

Dynamic k-means clustering of workload and cloud resource configuration for cloud elastic model

T Daradkeh, A Agarwal, M Zaman, N Goel - IEEE Access, 2020 - ieeexplore.ieee.org
… ] analyze data center resource to find Zombie servers that consume … Workload forecasting
for elastic resource management in edge … Servers, storage, and network infrastructure must be …

A cloud-based framework for shop floor big data management and elastic computing analytics

G Terrazas, N Ferry, S Ratchev - Computers in Industry, 2019 - Elsevier
… A modularised big data solution built to create prediction … Employing an elastic computing
infrastructure is essential … such as access keys, user data, security group and key name are …

Multi-objective data placement for workflow management in cloud infrastructure using NSGA-II

X Xu, S Fu, W Li, F Dai, H Gao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… rological prediction and financial analysis) are usually data … : A panacea for healthcare
cloud-based data security and pri… computing, data mining and analytics, group behavior modeling …

A survey of service placement in cloud environments

A Hedhli, H Mezni - Journal of Grid Computing, 2021 - Springer
… In this scenario, the cloud-based business process is … in another placement mode (eg,
for static and predictive modes). For … We give the example of the provider’s infrastructure-related …

A survey of big data machine learning applications optimization in cloud data centers and networks

SH Mohamed, TEH El-Gorashi… - arXiv preprint arXiv …, 2019 - arxiv.org
… number of cloud-based services and big data applications. … a review of cloud computing
infrastructures, and related … task to aid in capacity planning, forecasting demands growth, and for …

Cost optimization of IaaS-based key-value stores through efficient cluster configurations and data placement

E Giorio - 2022 - politesi.polimi.it
… The advent of cloud-based database services opened new … specialized cloud infrastructures
by placing data items in the … TAS introduces a novel performance prediction methodology …

A performance modeling framework for microservices-based cloud infrastructures

TF da Silva Pinheiro, P Pereira, B Silva… - The Journal of …, 2023 - Springer
… to leverage the elasticity provided by an infrastructure so that … infrastructure planning and
online performance prediction, … and involves efficiently allocating a group of VMs onto a set of …

Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
… and prediction, component placement and system consolidation, and application elasticity
… produce the application and/or infrastructure optimization plans of VM/container placement. …

Elasticity Based Med-Cloud Recommendation System for Diabetic Prediction in Cloud Computing Environment

K Ateeq, MR Pradhan, B Mago - Advances in …, 2020 - research.skylineuniversity.ac.ae
… Cloud computing has three service models such as Infrastructure … In [16] it is proposed a
cloud based framework with minimum … of data occur, the classification process and clustering is …