Browsing by Author "Erbad A."
Now showing items 21-40 of 68
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EEG-based Analysis Study for Patients Receiving Intravenous Antibiotic Medication
Chkirbene Z.; Al-Marridi A.Z.; Abdellatif A.A.; Mohamed A.; Erbad A.; O'Connor M.D.; Laughton J.; Villacorte A.; Menez J.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)In this paper, we conduct a biological data collection and analysis study for patients undergoing routine planned intravenous antibiotic treatment. The acquired data (i.e., Electroencephalogram (EEG), temperature and blood ... -
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 ... -
Energy-efficient networks selection based deep reinforcement learning for heterogeneous health systems
Chkirbene Z.; Mohamed A.; Erbad A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Smart health systems improve the existing health services by integrating information and technology into health and medical practices. However, smart healthcare systems are facing major challenges including limited network ... -
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. ... -
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 ... -
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 ... -
Fuzzy Elliptic Curve Cryptography for Authentication in Internet of Things
Abdaoui A.; Erbad A.; Al-Ali A.; Mohamed A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The security and privacy of the network in Internet of Things (IoT) systems are becoming more critical as we are still more dependent on smart systems. Considering that packets are exchanged between the end user and the ... -
Hierarchical Federated Learning for Collaborative IDS in IoT Applications
Saadat H.; Aboumadi A.; Mohamed A.; Erbad A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)As the Internet-of-Things devices are being very widely adopted in all fields, such as smart houses, healthcare, and transportation, extremely huge amounts of data are being gathered, shared, and processed. This fact raises ... -
Hierarchical security paradigm for iot multiaccess edge computing
Singh J.; Bello Y.; Hussein A.R.; Erbad A.; Mohamed A. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The rise in embedded and IoT device usage comes with an increase in LTE usage as well. About 70% of an estimated 18 billion IoT devices will be using cellular LTE networks for efficient connections. This introduces several ... -
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 ... -
I-SEE: Intelligent, Secure, and Energy-Efficient Techniques for Medical Data Transmission Using Deep Reinforcement Learning
Saria Allahham M.; Awad Abdellatif A.; Mohamed A.; Erbad A.; Yaacoub E.; Guizani M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The rapid evolution of remote health monitoring applications is foreseen to be a crucial solution for facing an unpredictable health crisis and improving the quality of life. However, such applications come with many ... -
Iterative per Group Feature Selection for Intrusion Detection
Chkirbene Z.; Erbad A.; Hamila R.; Gouissem A.; Mohamed A.; Guizani M.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Network security is an critical subject in any distributed network. Recently, machine learning has proven their efficiency for intrusion detection. By using a comprehensive dataset with multiple attack types, a well-trained ... -
Key Generation Based Fuzzy Logic and Elliptic Curve Cryptography for Internet of Things (IoT) Authentication
Abdaoui A.; Erbad A.; Al-Ali A.; Mohamed A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)The security and privacy of the network in the Internet of Things is playing an important challenge for researchers and engineers. Considering that packets are exchanged between the end user and the sensing devices, it is ... -
Machine Learning Based Cloud Computing Anomalies Detection
Chkirbene Z.; Erbad A.; Hamila R.; Gouissem A.; Mohamed A.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Recently, machine learning algorithms have been proposed to design new security systems for anomalies detection as they exhibit fast processing with real-time predictions. However, one of the major challenges in machine ... -
MEdge-Chain: Leveraging Edge Computing and Blockchain for Efficient Medical Data Exchange
Abdellatif A.A.; Samara L.; Mohamed A.; Erbad A.; Chiasserini C.F.; Guizani M.; O'Connor M.D.; Laughton J.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Medical data exchange between diverse e-health entities can lead to a better healthcare quality, improving the response time in emergency conditions, and a more accurate control of critical medical events (e.g., national ... -
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 ... -
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 ... -
Navigation and Obstacle Avoidance System in Unknown Environment
Singh J.; Dhuheir M.; Refaey A.; Erbad A.; Mohamed A.; Guizani M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Recently, drones have been used in many different applications such as search and rescue operations, extinguishing fires, and environment mapping. As the number of moving drones increases in the sky, the collisions risk ... -
On Designing Smart Agents for Service Provisioning in Blockchain-powered Systems
Mhaisen N.; Allahham M.S.; Mohamed A.; Erbad A.; Guizani M. ( IEEE Computer Society , 2021 , Article)Service provisioning systems assign users to service providers according to allocation criteria that strike an optimal trade-off between users Quality of Experience (QoE) and the operation cost endured by providers. These ... -
ONSRA: An Optimal Network Selection and Resource Allocation Framework in multi-RAT Systems
Abdellatif A.A.; Allahham M.S.; Mohamed A.; Erbad A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)The rapid production of mobile and wearable devices along with the wireless applications boom is continuing to evolve everyday. This motivates network operators to integrate and exploit wireless spectrum across multiple ...