Miloud Bagaa

ORCID: 0000-0001-5280-3276
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About
Contact & Profiles
Research Areas
  • Software-Defined Networks and 5G
  • IoT and Edge/Fog Computing
  • Energy Efficient Wireless Sensor Networks
  • Caching and Content Delivery
  • Mobile Ad Hoc Networks
  • UAV Applications and Optimization
  • Advanced MIMO Systems Optimization
  • Network Security and Intrusion Detection
  • Energy Harvesting in Wireless Networks
  • Advanced Wireless Communication Technologies
  • Advanced Optical Network Technologies
  • Network Traffic and Congestion Control
  • Cooperative Communication and Network Coding
  • Image and Video Quality Assessment
  • Opportunistic and Delay-Tolerant Networks
  • Security in Wireless Sensor Networks
  • Cloud Computing and Resource Management
  • Software System Performance and Reliability
  • Network Time Synchronization Technologies
  • Satellite Communication Systems
  • IoT Networks and Protocols
  • Distributed Control Multi-Agent Systems
  • Advanced Wireless Network Optimization
  • Autonomous Vehicle Technology and Safety
  • IoT-based Smart Home Systems

Université du Québec à Trois-Rivières
2023-2025

Aalto University
2016-2023

CSC - IT Center for Science (Finland)
2021-2023

Sejong University
2021

Universidad de Granada
2021

University of Oulu
2020

Centre de Recherche sur l'Information Scientifique et Technique
2011-2017

University of Sciences and Technology Houari Boumediene
2007-2016

Norwegian University of Science and Technology
2014-2016

Laboratoire d’Informatique et Systèmes
2007-2008

Unmanned aerial vehicles are gaining a lot of popularity among an ever growing community amateurs as well service providers. Emerging technologies, such LTE 4G/5G networks and mobile edge computing, will widen the use case scenarios UAVs. In this article, we discuss potential UAVs, equipped with IoT devices, in delivering services from great heights. A high-level view UAV-based integrative platform for delivery large height, along overall system orchestrator, is presented article. As...

10.1109/mcom.2017.1600587cm article EN IEEE Communications Magazine 2017-02-01

Internet of Things security is attracting a growing attention from both academic and industry communities. Indeed, IoT devices are prone to various attacks varying Denial Service (DoS) network intrusion data leakage. This paper presents novel machine learning (ML) based framework that automatically copes with the expanding aspects related domain. leverages Software Defined Networking (SDN) Network Function Virtualization (NFV) enablers for mitigating different threats. AI combines monitoring...

10.1109/access.2020.2996214 article EN cc-by IEEE Access 2020-01-01

Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart services and innovative applications. Such context urges heavy usage Machine Learning (ML) techniques, particularly Deep (DL), to foster innovation ease the deployment intelligent network functions/operations, which are able fulfill various requirements envisioned 6G services. The revolution is driven by massive data availability, moving from centralized big towards small distributed data. This trend has...

10.1109/access.2024.3351600 article EN cc-by-nc-nd IEEE Access 2024-01-01

The research and development (R&D) the standardization of 5th Generation (5G) mobile networking technologies are proceeding at a rapid pace all around world. In this paper, we introduce emerging concept network slicing that is considered one most significant technology challenges for 5G infrastructure, summarize our preliminary efforts to enable end-to-end networking, finally discuss application use cases should drive designs infrastructure slicing.

10.2197/ipsjjip.25.153 article EN Journal of Information Processing 2017-01-01

Cloud offerings represent a promising solution for mobile network operators to cope with the surging traffic. The concept of carrier cloud has therefore emerged as an important topic inquiry. For successful cloud, algorithms optimal placement Virtual Network Functions (VNFs) on federated are crucial importance. In this paper, we introduce different VNF two main design goals: i) minimizing path between users and their respective data anchor gateways ii) optimizing sessions' mobility. goals...

10.1109/icc.2015.7248929 article EN 2015-06-01

Unmanned aerial vehicles (UAVs) are gaining much momentum due to the vast number of their applications. In addition original missions, UAVs can be used simultaneously for offering value added Internet Things services (VAIoTS) from sky. VAIoTS achieved by equipping with suitable (IoT) payloads and organizing UAVs' flights using a central system orchestrator (SO). SO holds complete information about UAVs, such as current positions, amount energy, intended use-cases or flight onboard IoT...

10.1109/jiot.2019.2907873 article EN IEEE Internet of Things Journal 2019-03-27

Carrier Cloud is a promising concept towards the decentralization of mobile networks, to, in turn, alleviate traffic load and reduce operator cost. cloud enabled by two main approaches, namely virtualization network functions networking over federated cloud. For intelligent carrier dimensioning, placement vital importance. In this vein, paper argues need for adopting service/application type requirements as metrics (i) creating virtual instances Packet Data Network Gateways (PDN-GW) (ii)...

10.1109/wcnc.2014.6952725 article EN 2022 IEEE Wireless Communications and Networking Conference (WCNC) 2014-04-01

This paper introduces a content delivery network as service (CDNaaS) platform that allows dynamic deployment and life-cycle management of virtual (CDN) slices running across multiple administrative cloud domains. The CDN slice consists four function (VNF) types, namely transcoders, streamers, caches, CDN-slice-specific Coordinator for the resources involved To create an efficient slice, optimal placement its composing VNFs using adequate amount each VNF is vital importance. In this vein,...

10.1109/jsac.2018.2815441 article EN IEEE Journal on Selected Areas in Communications 2018-03-01

In this paper we address the problem of Software Defined Networking (SDN) controller placement in large networks. Indeed, to solve scalability issue raised by centralized architecture SDN, multi-controllers deployment (or distributed controllers system) is envisioned. However, number and location networks remain an issue. context, several works have been proposed find optimal SDN controllers. Most them consider latency among switches as main metric. work, go beyond state art proposing a...

10.1109/icc.2016.7511136 preprint EN 2016-05-01

To integrate Software Defined Networking (SDN) in the envisioned 5G system, a separation of control and user data plane functions Evolved Packet Core (EPC) is required. This will impact mainly available at Serving GateWay (SGW) (PGW) elements, result two new entities; i.e. S/PGW-C S/PGW-U (PGW-C PGW-U). The integrates all (such as signaling tunnel creation), while contains only forwarding functions. order to forward UE traffic appropriate destinations by enforcing rules e.g., using Openflow...

10.1109/glocom.2016.7842066 article EN 2015 IEEE Global Communications Conference (GLOBECOM) 2016-12-01

Industry 4.0 aims at shaking the current manufacturing landscape by leveraging adoption of smart industrial equipment with increased connectivity, sensing, and actuation capabilities. By exploring access to real-time production information advanced remote control features, servitization firms promise novel added value services for operators customers. On other hand, networks would face a transformation process in order support flexibility expected next-generation processes enable...

10.1109/mnet.2018.1800129 article EN IEEE Network 2019-01-14

Unmanned aerial vehicles (UAVs) have recently attracted both academia and industry representatives due to their utilization in tremendous emerging applications. Most UAV applications adopt visual line of sight (VLOS) ongoing regulations. There is a consensus between for extending UAVs' commercial operations cover the urban populated area-controlled airspace beyond VLOS (BVLOS). regulation enabling BVLOS management. Regrettably, this comes with unavoidable challenges related autonomy...

10.1109/jiot.2021.3118949 article EN IEEE Internet of Things Journal 2021-10-10

Energy limitation is the main concern of any wireless sensor network application. The communication between nodes greedy factor for energy consumption. One important mechanism to reduce consumption in-network data aggregation. In-network aggregation removes redundancy as well unnecessary forwarding, and hence cuts on used in communications. Recently a new kind applications are proposed which consider, addition efficiency, latency accuracy factors. Reducing helps increasing throughput early...

10.1109/surv.2014.031914.00029 article EN IEEE Communications Surveys & Tutorials 2014-01-01

Many ongoing research activities relevant to 5G mobile systems concern the virtualization of core network, including evolved packet (EPC) elements, aiming for system scalability, elasticity, flexibility, and cost-efficiency. Virtual EPC (vEPC)/5G will principally rely on some key technologies, such as network function virtualization, software defined networking, cloud computing, enabling concept carrier cloud. The idea beneath this concept, also known a service, consists in deploying virtual...

10.1109/jsac.2018.2815398 article EN IEEE Journal on Selected Areas in Communications 2018-03-01

Network Slicing (NS) is a key enabler of the upcoming 5G and beyond system, leveraging on both Function Virtualization (NFV) Software Defined Networking (SDN), NS will enable flexible deployment Functions (NFs) belonging to multiple Service Chains (SFC) over various administrative technological domains. Our novel architecture addresses complexities heterogeneities verticals targeted by systems, whereby each slice consists set SFCs, SFC handles specific traffic within slice. In this paper, we...

10.1109/tmc.2019.2905599 article EN IEEE Transactions on Mobile Computing 2019-03-18

To support the much desired ultra-short latency of 5G mobile systems, many micro-data centers will be deployed in vicinity users, defining a distributed edge cloud. Over this cloud, it is important to create optimal network slices different verticals. Optimality defined terms cost efficiency and QoS support. Therefore, understand behavior users service consumption. In paper, we present, on one hand, tool for developing spatio-temporal model usage over particular geographical area. This help...

10.1109/glocom.2017.8254653 article EN GLOBECOM 2022 - 2022 IEEE Global Communications Conference 2017-12-01

Network slicing offers numerous benefits, particularly the ability to deliver highly customizable services new industry sectors that have been unserved or inadequately served by current mobile network operators. Among use cases are targeted fifth generation (5G) systems, there exist scenarios go beyond what device-centric mobility approaches can support. The of low latency communication services, shared a group moving devices, e.g., autonomous vehicles share sensor data, is prime example...

10.1109/mnet.2019.1800268 article EN IEEE Network 2020-01-01

This article considers the data aggregation scheduling problem, where a collision-free schedule is determined in distributed way to route aggregated from all sensor nodes base station within least time duration. The algorithm proposed this (Distributed for Integrated tree Construction and Aggregation (DICA)) intertwines formation node reduce latency. Furthermore, while forming tree, DICA maximizes available choices parent selection at every node, may have same, lower, or higher hop count...

10.1145/2744198 article EN ACM Transactions on Sensor Networks 2015-04-23

The next generation of mobile systems, 5G, will be the communication standard that accommodates proliferation Internet Things (IoT). Unmanned aerial vehicles (UAVs) are envisioned to support many applications in providing 5G connectivity IoT, by extending highspeed from sky objects on ground, or even carrying onboard some IoT devices. However, given their critical nature, management UAVs induces high exchange control messages with ground station, resulting crowded spectrum used cellular...

10.1109/mcom.2018.1800078 article EN IEEE Communications Magazine 2018-10-01

Extending cloud infrastructure to the Network Edge represents a breakthrough support delay-sensitive applications in next 5G cellular systems. In this context, enable ultrashort response times, fast relocation of service instances between edge nodes is required cope with user mobility. To face issue, proactive replication considered promising strategy reduce overall migration time and guarantee desired Quality Experience (QoE). On other hand, provisioning replicas over multiple increases...

10.1109/icc.2017.7997282 article EN 2017-05-01

5G system and beyond targets a large number of emerging applications services that will create extra overhead on network traffic. These industrial verticals have aggressive, contentious, conflicting requirements make the an arduous mission for achieving desired objectives. It is expected to get with close zero time latency, high data rate, reliability. Fortunately, ray hope comes shining way telecom providers new progress achievements in machine learning, cloud computing, micro-services,...

10.1109/mnet.011.2000392 article EN IEEE Network 2021-03-01

One of the key objectives 5G is to evolve current mobile network architecture from "one-fit-all" design model a more customized and dynamically scaling one that enables deployment parallel systems, tailored service requirements on top shared infrastructure. Indeed, envisioned services may require different needs in terms capacity, latency, bandwidth, reliability security, which cannot be efficiently sustained by same Coming address these customization challenges, softwarization expressed...

10.1587/transcom.2016nni0002 article EN IEICE Transactions on Communications 2017-01-01

This paper presents a UAV-based integrative IoT platform that leverages UAVs to deliver different services from height. One of the major tasks is select appropriate for particular task. selection may be based on criteria, such as UAV's equipment, energy budget and geographical proximity UAV area interest. For mechanism, this proposes formulates two Linear Integer Problem (LIP) optimization solutions by aiming at minimizing consumption shortening operation time. These are dubbed Energy-Aware...

10.1109/glocom.2016.7842359 article EN 2015 IEEE Global Communications Conference (GLOBECOM) 2016-12-01
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