A survey of data partitioning and sampling methods to support big data analysis

MS Mahmud, JZ Huang, S Salloum… - Big Data Mining and …, 2020 - ieeexplore.ieee.org
Computer clusters with the shared-nothing architecture are the major computing platforms
for big data processing and analysis. In cluster computing, data partitioning and sampling …

Resource scheduling algorithm with load balancing for cloud service provisioning

V Priya, CS Kumar, R Kannan - Applied Soft Computing, 2019 - Elsevier
Cloud computing uses scheduling and load balancing for virtualized file sharing in cloud
infrastructure. These two have to be performed in an optimized manner in cloud computing …

Co-residence based data vulnerability vs. security in cloud computing system with random server assignment

G Levitin, L Xing, Y Dai - European Journal of Operational Research, 2018 - Elsevier
The virtualization technology, particularly virtual machines (VMs) used in cloud computing
systems have raised unique security and survivability risks for cloud users. This paper …

[PDF][PDF] A systematic review of cloud computing, big data and databases on the cloud

A Litchfield, J Althouse - 2014 - researchgate.net
Cloud computing has emerged as an initiative which offers great promise in improving
access to computational resources that would otherwise be unattainable due to sheer cost …

Application of data fragmentation and replication methods in the cloud: a review

F Castro-Medina, L Rodríguez-Mazahua… - 2019 international …, 2019 - ieeexplore.ieee.org
Data fragmentation and replication are an essential issue in cloud databases, since
information demands are huge and improving performance through distributed database …

A graph-based method for ranking of cloud service providers

TE Trueman, P Narayanasamy… - The Journal of …, 2022 - Springer
With the advent of cloud computing, more businesses are turning to the cloud for deploying
their applications and for infrastructure solutions. Quality of Service parameters has a direct …

Optimal data partitioning in cloud computing system with random server assignment

G Levitin, L Xing, Y Dai - Future Generation Computer Systems, 2017 - Elsevier
Cloud computing provides a paradigm where users can utilize various configurable IT
resources in an on-demand and cost-effective manner. However, new security risks such as …

Balancing theft and corruption threats by data partition in cloud system with independent server protection

L Xing, G Levitin - Reliability Engineering & System Safety, 2017 - Elsevier
This paper models cloud computing systems subject to co-resident attacks, where an
attacker can get access to a user's sensitive data through co-residence of their virtual …

Defending N-Version Programming Service Components against Co-Resident Attacks in IoT Cloud Systems

L Xing, G Levitin, Y Xiang - IEEE Transactions on Services …, 2019 - ieeexplore.ieee.org
The real innovation of Internet of Things (IoT) can be spurred only when being combined
with cloud computing, a paradigm that allows numerous users to simultaneously access …

Hybrid Graph Partitioning with OLB Approach in Distributed Transactions.

R Bharati, V Attar - Intelligent Automation & Soft Computing, 2023 - search.ebscohost.com
Abstract Online Transaction Processing (OLTP) gets support from data partitioning to
achieve better performance and scalability. The primary objective of database and …