Modeling and evaluating the effects of big data storage resource allocation in global scale cloud architectures

E Barbierato, M Gribaudo, M Iacono - International Journal of Data …, 2016 - igi-global.com
… , by means of proper resource management techniques and a … elasticity and Big Data
oriented data management layer on … of both typical in memory and in storage data management. …

Towards max-min fair resource allocation for stream big data analytics in shared clouds

Y Jiang, Z Huang, DHK Tsang - IEEE Transactions on Big Data, 2016 - ieeexplore.ieee.org
Resource management schemes for stream big data analytics systems have become
emerging research topics recently. Rychly et al. [4] addressed the significance of efficient resource …

Big data: A survey

M Chen, S Mao, Y Liu - Mobile networks and applications, 2014 - Springer
… -of-the-art of big data. We first introduce the general background of big data and review
related technologies, such as could computing, Internet of Things, data centers, and Hadoop. We …

[Retracted] Regulatory Mechanism of Financial Market Resource Management Driven by Big Data

W Xie, J Cao - Mobile Information Systems, 2022 - Wiley Online Library
… of big data cloud platform resource management system and … the effective supervision of big
data resources in the financial … and tests the investment data management system, analyzes …

Big data processing at the edge with data skew aware resource allocation

H Ahmadvand, T Dargahi, F Foroutan… - … IEEE conference on …, 2021 - ieeexplore.ieee.org
… cost of big data processing in the cloud by proposing a data skew aware edge resource
allocation. … Kaur and SK Sood, “Efficient resource management system based on 4vs of big data

SLA-based resource scheduling for big data analytics as a service in cloud computing environments

Y Zhao, RN Calheiros, G Gange… - 2015 44th …, 2015 - ieeexplore.ieee.org
… INTRODUCTION As we enter into the big data era, data analytics becomes critical … Big data
is referred to a massive volume of structured, unstructured, semi-structured, or real-time data, …

[Retracted] Optimization and Simulation of Enterprise Management Resource Scheduling Based on the Radial Basis Function (RBF) Neural Network

Y Wu, X Sun - Computational Intelligence and Neuroscience, 2021 - Wiley Online Library
resource management [1]. … big data theory of human resources person-post matching, this
paper analyzes the person-post matching branch of the human resource information big data

Design and data analytics of electronic human resource management activities through Internet of Things in an organization

N Nasar, S Ray, S Umer… - Software: Practice and …, 2021 - Wiley Online Library
… creativities are maintained by a Human Resource Management (HRM) department. The …
resources about employees in the organization. HRM uses the employees management

Cloud resource scaling for big data streaming applications using a layered multi-dimensional hidden Markov model

O Runsewe, N Samaan - 2017 17th IEEE/ACM International …, 2017 - ieeexplore.ieee.org
… multiple resource bottlenecks. We aim at analyzing the resource scaling problem from a big
data … scaling decisions can be made for future resource utilization. This paper proposes a …

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
… The results from these experiments showed that this idea may lead to significant improvements
in cloud resource management by acquiring the needed data from the right places, at …