• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Long-Term Container Allocation via Optimized Task Scheduling Through Deep Learning (OTS-DL) And High-Level Security

Vol. 17, No. 4, April 30, 2023
10.3837/tiis.2023.04.012, Download Paper (Free):

Abstract

Cloud computing is a new technology that has adapted to the traditional way of service providing. Service providers are responsible for managing the allocation of resources. Selecting suitable containers and bandwidth for job scheduling has been a challenging task for the service providers. There are several existing systems that have introduced many algorithms for resource allocation. To overcome these challenges, the proposed system introduces an Optimized Task Scheduling Algorithm with Deep Learning (OTS-DL). When a job is assigned to a Cloud Service Provider (CSP), the containers are allocated automatically. The article segregates the containers as' Long-Term Container (LTC)’ and 'Short-Term Container (STC)’ for resource allocation. The system leverages an 'Optimized Task Scheduling Algorithm' to maximize the resource utilisation that initially inquires for micro-task and macro-task dependencies. The bottleneck task is chosen and acted upon accordingly. Further, the system initializes a 'Deep Learning' (DL) for implementing all the progressive steps of job scheduling in the cloud. Further, to overcome container attacks and errors, the system formulates a Container Convergence (Fault Tolerance) theory with high-level security. The results demonstrate that the used optimization algorithm is more effective for implementing a complete resource allocation and solving the large-scale optimization problem of resource allocation and security issues.


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Cite this article

[IEEE Style]
M. S and M. K, "Long-Term Container Allocation via Optimized Task Scheduling Through Deep Learning (OTS-DL) And High-Level Security," KSII Transactions on Internet and Information Systems, vol. 17, no. 4, pp. 1258-1275, 2023. DOI: 10.3837/tiis.2023.04.012.

[ACM Style]
Muthakshi S and Mahesh K. 2023. Long-Term Container Allocation via Optimized Task Scheduling Through Deep Learning (OTS-DL) And High-Level Security. KSII Transactions on Internet and Information Systems, 17, 4, (2023), 1258-1275. DOI: 10.3837/tiis.2023.04.012.

[BibTeX Style]
@article{tiis:38666, title="Long-Term Container Allocation via Optimized Task Scheduling Through Deep Learning (OTS-DL) And High-Level Security", author="Muthakshi S and Mahesh K and ", journal="KSII Transactions on Internet and Information Systems", DOI={10.3837/tiis.2023.04.012}, volume={17}, number={4}, year="2023", month={April}, pages={1258-1275}}