Healthcare big data processing mechanisms: The role of cloud computing

L Rajabion, AA Shaltooki, M Taghikhah… - International Journal of …, 2019 - Elsevier
Recently, patient safety and healthcare have gained high attention in professional and
health policy-makers. This rapid growth causes generating a high amount of data, which is …

Nature inspired meta-heuristic algorithms for solving the load-balancing problem in cloud environments

ST Milan, L Rajabion, H Ranjbar… - Computers & Operations …, 2019 - Elsevier
In a cloud environment, the aim of using optimal resources can be achieved using a load-
balancing technique. The load-balancing technique assigns a set of requests into a set of …

A multi-objective quantum-inspired genetic algorithm for workflow healthcare application scheduling with hard and soft deadline constraints in hybrid clouds

M Hussain, LF Wei, F Abbas, A Rehman, M Ali… - Applied Soft …, 2022 - Elsevier
Recently, the use of quantum cloud computing for different applications has been
increasing. For instance, weather forecasting, financial modeling, healthcare, and …

A new agent-based method for QoS-aware cloud service composition using particle swarm optimization algorithm

A Naseri, N Jafari Navimipour - Journal of ambient intelligence and …, 2019 - Springer
Cloud computing as a new computing paradigm has a great capacity for storing and
accessing the remote data and services. Presently, many organizations decide to reduce the …

An energy‐efficient task‐scheduling algorithm based on a multi‐criteria decision‐making method in cloud computing

R Khorsand, M Ramezanpour - International Journal of …, 2020 - Wiley Online Library
The massive growth of cloud computing has led to huge amounts of energy consumption
and carbon emissions by a large number of servers. One of the major aspects of cloud …

[HTML][HTML] Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review

A Pashazadeh, NJ Navimipour - Journal of biomedical informatics, 2018 - Elsevier
Healthcare provides many services such as diagnosing, treatment, prevention of diseases,
illnesses, injuries, and other physical and mental disorders. Large-scale distributed data …

PSO-COGENT: Cost and energy efficient scheduling in cloud environment with deadline constraint

M Kumar, SC Sharma - Sustainable Computing: Informatics and Systems, 2018 - Elsevier
The main goal of cloud service provider is to maximize the profit from cloud infrastructure,
while cloud users want to execute their applications in minimum execution cost and time …

Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda

RK Singh, S Agrawal, A Sahu, Y Kazancoglu - The TQM Journal, 2023 - emerald.com
Purpose The proposed article is aimed at exploring the opportunities, challenges and
possible outcomes of incorporating big data analytics (BDA) into health-care sector. The …

[HTML][HTML] Cloud computing and trust evaluation: A systematic literature review of the state-of-the-art mechanisms

M Chiregi, NJ Navimipour - Journal of Electrical Systems and Information …, 2018 - Elsevier
Cloud computing is a model to enable the convenient access to the network request for
sharing the groups of configurable calculating resources. In this environment, confidences …

[HTML][HTML] HIGA: Harmony-inspired genetic algorithm for rack-aware energy-efficient task scheduling in cloud data centers

M Sharma, R Garg - Engineering Science and Technology, an International …, 2020 - Elsevier
Reducing energy consumption in cloud data centers is one of the prime issue in the cloud
community. It reduces energy related costs and increases lifespan of high performance …