Browsing Computer Science & Engineering by Author "Jain, R."
Now showing items 1-8 of 8
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Efficient virtual network function placement strategies for Cloud Radio Access Networks
Bhamare D.; Erbad A.; Jain R.; Zolanvari M.; Samaka M. ( Elsevier B.V. , 2018 , Article)The new generation of 5G mobile services place stringent requirements for cellular network operators in terms of latency and costs. The latest trend in radio access networks (RANs) is to pool the baseband units (BBUs) of ... -
Exploring microservices for enhancing internet QoS
Bhamare D.; Samaka M.; Erbad A.; Jain R.; Gupta L. ( Wiley Blackwell , 2018 , Article)With the enhancements in the field of software-defined networking and virtualization technologies, novel networking paradigms such as network function virtualization and the Internet of Things are rapidly gaining ground. ... -
Fault and performance management in multi-cloud virtual network services using AI: A tutorial and a case study
Gupta L.; Salman T.; Zolanvari M.; Erbad A.; Jain R. ( Elsevier B.V. , 2019 , Article)Carriers find Network Function Virtualization (NFV) and multi-cloud computing a potent combination for deploying their network services. The resulting virtual network services (VNS) offer great flexibility and cost advantages ... -
HYPER-VINES: A HYbrid Learning Fault and Performance Issues ERadicator for Virtual NEtwork Services over Multi-Cloud Systems
Gupta L.; Salman T.; Das R.; Erbad A.; Jain R.; Samaka M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)Fault and performance management systems, in the traditional carrier networks, are based on rule-based diagnostics that correlate alarms and other markers to detect and localize faults and performance issues. As carriers ... -
Machine Learning-Based Network Vulnerability Analysis of Industrial Internet of Things
Zolanvari M.; Teixeira M.A.; Gupta L.; Khan K.M.; Jain R. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)It is critical to secure the Industrial Internet of Things (IIoT) devices because of potentially devastating consequences in case of an attack. Machine learning (ML) and big data analytics are the two powerful leverages ... -
Multi-objective scheduling of micro-services for optimal service function chains
Bhamare, D.; Samaka, M.; Erbad, A.; Jain, R.; Gupta, L.; Chan, H.A.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Lately application service providers (ASPs) and Internet service providers (ISPs) are being confronted with the unprecedented challenge of accommodating increasing service and traffic demands from their geographically ... -
SCADA system testbed for cybersecurity research using machine learning approach
Teixeira M.A.; Salman T.; Zolanvari M.; Jain R.; Meskin N.; Samaka M.... more authors ... less authors ( MDPI AG , 2018 , Article)This paper presents the development of a Supervisory Control and Data Acquisition (SCADA) system testbed used for cybersecurity research. The testbed consists of a water storage tank's control system, which is a stage in ... -
The P-ART framework for placement of virtual network services in a multi-cloud environment
Gupta L.; Jain R.; Erbad A.; Bhamare D. ( Elsevier B.V. , 2019 , Article)Carriers network services are distributed, dynamic, and investment intensive. Deploying them as virtual network services (VNS) brings the promise of low-cost agile deployments, which reduce time to market new services. If ...