تصفح حسب المؤلف "Bilal K."
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A Bi-layered parallel training architecture for large-scale convolutional neural networks
Chen J.; Li K.; Bilal K.; Zhou X.; Li K.; Yu P.S.... more authors ... less authors ( IEEE Computer Society , 2019 , Article)Benefitting from large-scale training datasets and the complex training network, Convolutional Neural Networks (CNNs) are widely applied in various fields with high accuracy. However, the training process of CNNs is very ... -
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment
Baccour E.; Haouari F.; Erbad A.; Mohamed A.; Bilal K.; Guizani M.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Crowdsourced live video streaming (livecast) services such as Facebook Live, YouNow, Douyu, and Twitch are gaining more momentum recently. Allocating the limited resources in a cost-effective manner while maximizing the ... -
Congestion-aware core mapping for Network-on-Chip based systems using betweenness centrality
Maqsood T.; Bilal K.; Madani S.A. ( Elsevier B.V. , 2018 , Article)Network congestion poses significant impact on application performance and network throughput in Network-on-Chip (NoC) based systems. Efficient core mapping can significantly reduce the network contention and end-to-end ... -
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations
Baccour E.; Erbad A.; Bilal K.; Mohamed A.; Guizani M.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)With the advancement in personal smart devices and pervasive network connectivity, users are no longer passive content consumers, but also contributors in producing new contents. This expansion in live services requires a ... -
Multicast at Edge: An Edge Network Architecture for Service-Less Crowdsourced Live Video Multicast
Zahoor K.; Bilal K.; Erbad A.; Mohamed A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Using smartphones, tablets, and other portable/handheld devices, we have become more reliant on the video streaming services for entertainment and remote work. Mobile data traffic has grown eighteen folds over the past ... -
PCCP: Proactive Video Chunks Caching and Processing in edge networks
Baccour E.; Erbad A.; Bilal K.; Mohamed A.; Guizani M. ( Elsevier B.V. , 2020 , Article)Mobile Edge Computing (MEC) networks have been proposed to extend the cloud services and bring the cloud computing capabilities near the end-users at the Mobile Base Stations (MBS). To improve the efficiency of pushing the ... -
Potentials, trends, and prospects in edge technologies: Fog, cloudlet, mobile edge, and micro data centers
Bilal K.; Khalid O.; Erbad A.; Khan S.U. ( Elsevier B.V. , 2018 , Article)Advancements in smart devices, wearable gadgets, sensors, and communication paradigm have enabled the vision of smart cities, pervasive healthcare, augmented reality and interactive multimedia, Internet of Every Thing ... -
Proactive Video Chunks Caching and Processing for Latency and Cost Minimization in Edge Networks
Baccour E.; Erbad A.; Mohamed A.; Bilal K.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)Recently, the growing demand for rich multimedia content such as Video on Demand (VoD) has made the data transmission from content delivery networks (CDN) to end-users quite challenging. Edge networks have been proposed ... -
QoE-aware distributed cloud-based live streaming of multisourced multiview videos
Bilal K.; Erbad A.; Hefeeda M. ( Academic Press , 2018 , Article)Video streaming is one of the most prevailing and bandwidth consuming Internet applications today. Advancements in technology and prevalence of video capturing devices result in massive multi-sourced (aka crowdsourced) ... -
Robustness quantification of hierarchical complex networks under targeted failures
Bilal K.; Manzano M.; Erbad A.; Calle E.; Khan S.U. ( Elsevier Ltd , 2018 , Article)Robustness is one of the key properties in complex networks to ensure the expected level of performance and service availability in case of perturbations and failures. Network robustness is generally quantified using various ... -
Service-Less Video Multicast in 5G: Enablers and Challenges
Zahoor K.; Bilal K.; Erbad A.; Mohamed A. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)The massive upsurge in production and demand of crowdsourced live streaming necessitates feasible and cost effective solutions in future cellular networks. Video multicast is one of the viable options to deliver live video ...