Browsing Computer Science & Engineering by Author "Baccour E."
Now showing items 1-13 of 13
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Achieving energy efficiency in data centers with a performance-guaranteed power aware routing
Baccour, E.; Foufou, S.; Hamila, R.; Tari, Z. ( Elsevier B.V. , 2017 , Article)Nowadays, data centers are designed to offer the highest performance in case of high traffic load and peak utilisation of the network. However, in a realistic data center environment, the peak capacity of the network is ... -
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 ... -
CE-D2D: Collaborative and Popularity-aware Proactive Chunks Caching in Edge Networks
Baccour E.; Erbad A.; Mohamed A.; Guizani M.; Hamdi M. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Leveraging video caching to collaborative Mobile Edge Computing (MEC) servers is an emerging paradigm, where cloud computing services are extended to edge networks to allocate multimedia contents close to end-users. However, ... -
Collaborative hierarchical caching and transcoding in edge network with CE-D2D communication
Baccour E.; Erbad A.; Mohamed A.; Guizani M.; Hamdi M. ( Academic Press , 2020 , Article)To support multimedia applications, Mobile Edge Computing (MEC) servers offer storage and computing capacities to handle videos close to end-users. However, the high load in peak hours consumes the limited available bandwidth ... -
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems
Baccour E.; Erbad A.; Mohamed A.; Hamdi M.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)With the emergence of smart cities, Internet of Things (IoT) devices as well as deep learning technologies have witnessed an increasing adoption. To support the requirements of such paradigm in terms of memory and computation, ... -
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization
Jouhari M.; Al-Ali A.K.; Baccour E.; Mohamed A.; Erbad A.; Guizani M.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Unmanned aerial vehicles (UAVs) have attracted great interest in the last few years owing to their ability to cover large areas and access difficult and hazardous target zones, which is not the case of traditional systems ... -
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 ... -
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 ... -
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 ... -
PTNet: An efficient and green data center network
Baccour, E.; Foufou, S.; Hamila, R.; Tari, Z.; Zomaya, A.Y. ( Academic Press Inc. , 2017 , Article)In recent years, data centers have witnessed an exponential growth for hosting hundreds of thousands of servers as well as to accommodating a very large demand for resources. To fulfill the required level of demand, some ... -
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach
Haouari F.; Baccour E.; Erbad A.; Mohamed A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)Driven by the tremendous technological advancement of personal devices and the prevalence of wireless mobile network accesses, the world has witnessed an explosion in crowdsourced live streaming. Ensuring a better viewers ... -
RL-PDNN: Reinforcement Learning for Privacy-Aware Distributed Neural Networks in IoT Systems
Baccour E.; Erbad A.; Mohamed A.; Hamdi M.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Due to their high computational and memory demand, deep learning applications are mainly restricted to high-performance units, e.g., cloud and edge servers. Particularly, in Internet of Things (IoT) systems, the data ... -
Transcoding resources forecasting and reservation for crowdsourced live streaming
Haouari F.; Baccour E.; Erbad A.; Mohamed A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)During the last decade, empowered by the technological advances of mobile devices and the revolution of wireless mobile network access, crowdsourced live streaming has become more popular. Ensuring a stable high-quality ...