5 papers · 1 filter
Auto-Scaling Network Resources using Machine Learning to Improve QoS and Reduce Cost
Sabidur Rahman, Tanjila Ahmed, Minh Huynh +2
Virtualization of network functions (as virtual routers, virtual firewalls, etc.) enables network owners to efficiently respond to the increasing dynamicity of network services. Vi…
5G fronthaul-latency and jitter studies of CPRI over ethernet
Divya Chitimalla, Koteswararao Kondepu, Luca Valcarenghi +2
Common Public Radio Interface (CPRI) is a successful industry cooperation defining the publicly available specification for the key internal interface of radio base stations betwee…
QoE Enhancement Schemes for Video in Converged OFDMA Wireless Networks and EPONs
Divya Chitimalla, Biswanath Mukherjee, Massimo Tornatore +4
Bandwidth requirements of both wireless and wired clients in access networks continue to increase rapidly, primarily due to the growth of video traffic. Application awareness can b…
Insights from Analysis of Video Streaming Data to Improve Resource Management
Sabidur Rahman, Hyunsu Muny, Hyongjin Leey +3
Today a large portion of Internet traffic is video. Over The Top (OTT) service providers offer video streaming services by creating a large distributed cloud network on top of a ph…
An Overview on Application of Machine Learning Techniques in Optical Networks
Francesco Musumeci, Cristina Rottondi, Avishek Nag +4
Today's telecommunication networks have become sources of enormous amounts of widely heterogeneous data. This information can be retrieved from network traffic traces, network alar…