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20212026
most citedMUVINE: Multi-stage Virtual Network Embedding in Cloud Data Centers using Reinforcement Learning based Predictions

45 citations · 114 across the 15 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

cs.DC2021★ 18 cited

TOSCAdata: Modelling data pipeline applications in TOSCA

Chinmaya Kumar Dehury, Pelle Jakovits, Satish Narayana Srirama +2

The serverless platform allows a customer to effectively use cloud resources and pay for the exact amount of used resources. A number of dedicated open source and commercial cloud…

cs.DC2021

Serverless data pipeline approaches for IoT data in fog and cloud computing

Shivananda R Poojara, Chinmaya Kumar Dehury, Pelle Jakovits +1

With the increasing number of Internet of Things (IoT) devices, massive amounts of raw data is being generated. The latency, cost, and other challenges in cloud-based IoT data proc…

cs.DC2021★ 45 cited

MUVINE: Multi-stage Virtual Network Embedding in Cloud Data Centers using Reinforcement Learning based Predictions

Hiren Kumar Thakkar, Chinmaya Kumar Dehury, Prasan Kumar Sahoo

The recent advances in virtualization technology have enabled the sharing of computing and networking resources of cloud data centers among multiple users. Virtual Network Embeddin…

cs.DC2021★ 18 cited

Failure Aware Semi-Centralized Virtual Network Embedding in Cloud Computing Fat-Tree Data Center Networks

Chinmaya Kumar Dehury, Prasan Kumar Sahoo

In Cloud Computing, the tenants opting for the Infrastructure as a Service (IaaS) send the resource requirements to the Cloud Service Provider (CSP) in the form of Virtual Network…

cs.DC2021★ 6 cited

RRFT: A Rank-Based Resource Aware Fault Tolerant Strategy for Cloud Platforms

Chinmaya Kumar Dehury, Prasan Kumar Sahoo, Bharadwaj Veeravalli

The applications that are deployed in the cloud to provide services to the users encompass a large number of interconnected dependent cloud components. Multiple identical component…

cs.DC2021★ 17 cited

DeF-DReL: Systematic Deployment of Serverless Functions in Fog and Cloud environments using Deep Reinforcement Learning

Chinmaya Kumar Dehury, Shivananda Poojara, Satish Narayana Srirama

Fog computing is introduced by shifting cloud resources towards the users' proximity to mitigate the limitations possessed by cloud computing. Fog environment made its limited reso…