Demo Data from VLDB 2026 / reviewers in the wild / expert
Bernard Cousin
dblp:c/BernardCousin
· DBLP profile ↗
55ranked-venue papers
2as first author
0since 2021 · last 2020
0000-0002-7287-874XORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Computer networks · 37 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 3Software engineering, systems software and programming languages · 2 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 2Systems, architecture and hardware · 1Theory of computation · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer networks
2 papers |
Network optimization and economics · 39% Cellular and mobile networks · 38% Optical networks · 11% | |
| Theoretical computer science
1 paper |
Automated reasoning and model checking · 100% |
Topics — the 13 heaviest of 13, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Network optimization and economics
resource allocation |
0.3 | 2 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis · IEEE J. Sel. Areas Commun. 2007 |
Network optimization and economics › game theory
game-theoretic networking |
0.2 | 1 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 |
Cellular and mobile networks
heterogeneous networks |
0.2 | 1 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 |
Cellular and mobile networks › heterogeneous networks
radio access technology selection |
0.2 | 1 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 |
Optical networks
network survivability |
0.1 | 1 | 2007 | Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis · IEEE J. Sel. Areas Commun. 2007 |
Optical networks
optical transmission |
0.1 | 1 | 2007 | Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis · IEEE J. Sel. Areas Commun. 2007 |
Routing and switching › traffic engineering
spare capacity allocation |
0.1 | 1 | 2007 | Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis · IEEE J. Sel. Areas Commun. 2007 |
Datacenter networks
load balancing |
0.1 | 1 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 |
Cellular and mobile networks
radio access networks |
0.1 | 1 | 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular Networks · IEEE J. Sel. Areas Commun. 2015 |
Routing and switching
MPLS |
0.0 | 1 | 2007 | Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis · IEEE J. Sel. Areas Commun. 2007 |
Automated reasoning and model checking
state space exploration |
0.0 | 1 | 1994 | Performance Improvement of State Space Exploration by Regular & Diffrential Hashing Functions · CAV 1994 |
High-performance computing
performance optimization |
0.0 | 1 | 1994 | Performance Improvement of State Space Exploration by Regular & Diffrential Hashing Functions · CAV 1994 |
Performance modeling and evaluation
state space exploration |
0.0 | 1 | 1994 | Performance Improvement of State Space Exploration by Regular & Diffrential Hashing Functions · CAV 1994 |
Methods — techniques the papers use, named apart from their topics
semi-markov decision process · 0.2reinforcement learning · 0.2policy iteration · 0.2optimization · 0.1cost modeling · 0.1regular hashing · 0.0differential hashing · 0.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2020 | Frequency Allocation Based on Angle-of-Arrival for Downlink User Selection in 5G MU-MIMO Heterogeneous NetworkabstractOne of the most important issues in the efficient use of radio resource spectrum for multiuser multiple-input/multiple-output (MU-MIMO) systems is the selection of users to achieve the maximum system throughput. The optimal user device selection algorithm, which requires exhaustive search, is prohibitive due to its high computational complexity. Moreover, fairness among the users cannot generally be achieved with such a scheme. Therefore, we propose to use Jain's fairness index to assure that each user can achieve a required data rate, as in a system with quality of service guarantees. In this paper, we formulate an optimization problem for user selection based on angle-of-arrival (AoA), in a HetNET multi-user aiming to jointly maximize the total system throughput and the spectrum efficiency, notably, using a well-known beamforming technique to eliminate inter-users interference. Through computational complexity analysis, the proposed algorithms frequency allocation angular based with fairness FAABF-algorithm and frequency allocation angular based without fairness FAAB-algorithm, that are considered as the best solution for the formulated optimization problem, Indeed, they provide a low complexity. Simulation results validate that the proposed algorithm achieves almost the same system throughput than a capacity-based algorithm under a high SNR regime with a considerable reduction in complexity. Ahmad Fadel, Bernard Cousin |
VTC Spring | 2 |
| 2019 | Cross-Layer Multi-User Selection in 5G Heterogeneous Networks Based on Hybrid Beamforming Optimization for Millimeter-WaveabstractLack of coordination between network layers limits the performance of most proposed solution for new challenges posed by wireless networks. To overcome such limitations, cross-layer physical and medium access (PHY-MAC) design for multi-input-multi-output orthogonal frequency division multiple access system in heterogeneous networks (HetNETs) is proposed. In this paper, we formulate an optimization problem for hybrid beamforming, in a multi-user HetNET scenario aiming to maximize the total system throughput. Furthermore, analog beamforming is selected from a codebook containing a limited number of candidates for steering vectors. The proposed problem is non-convex and hard to solve. Thus it is relaxed by transforming it into a subtraction form of two convex funcions. Afterward we apply a group of well-known metaheuristic algorithms to calculate the normalized hybrid beamforming vectors. The optimal solution is obtained using an exhaustive search (ES) algorithm that provides an ideal solution, but with high complexity. In addition, zero-forcing-based approach (ZFA), matched filter (MF), and QR-based approach (QR) are applied to get quick sub-optimal solutions. Hence, we analyze the performance of our systems using the throughput metric. The simulation results show that QR algorithm outperforms ZFA and MF in low and middle signal-tonoise ratio (SNR) regime, while ZFA outperforms QR and MF at higher SNRs. Moreover, QR is close to the optimal solution ES. Ahmad Fadel, Ahmad Nimr, Hsiao-Lan Chiang, Marwa Chafii, Bernard Cousin |
PIMRC | 5 |
| 2018 | Combining traffic-shaping methods with congestion control variants for HTTP adaptive streamingabstractHTTP Adaptive Streaming (HAS) is a streaming video technique widely used over the Internet. However, it has many drawbacks that degrade its user Quality of Experience (QoE). Our investigation involves several HAS clients competing for bandwidth inside the same home network. Studies have shown that managing the bandwidth between HAS clients using traffic-shaping methods improves the QoE. Additionally, the TCP congestion control algorithm in the HAS server may also impact the QoE, because every congestion control variant has its own method to control the congestion window size. Based on previous work, we describe two traffic-shaping methods, the Hierarchical Token Bucket shaping Method (HTBM) and the Receive Window Tuning Method (RWTM), as well as four popular congestion control variants: NewReno, Vegas, Illinois, and Cubic. In this paper, our objective is to provide a detailed comparative evaluation of combining these four congestion control variants with these two shaping methods. The main result indicates that Illinois with RWTM offers the best QoE without causing congestion. Results were validated through experimentation and objective QoE analytical criteria. Chiheb Ben Ameur, Emmanuel Mory, Bernard Cousin |
Multim. Syst. | 3 |
| 2018 | Performance evaluation of TcpHas: TCP for HTTP adaptive streaming
Chiheb Ben Ameur, Emmanuel Mory, Bernard Cousin, Eugen Dedu |
Multim. Syst. | 3 |
| 2017 | Equal Cost Multiple Path Energy-Aware Routing in Carrier-Ethernet Networks with Bundled LinksabstractThe reduction of operational expenditure has become a major concern for telecommunication operators and Internet service providers. In this paper, we propose an energy aware routing (EAR) in Carrier Ethernet networks operating with Shortest Path Bridging (SPB) protocol with equal cost multi-path (ECMP). Since traffic load has no influence on power consumption of Carrier Ethernet network elements, the conventional solution to reduce power consumption is to find the maximal set of network elements that can be turned off on so that the network performance is not deteriorated. To tackle this optimization problem, we propose an exact method based on Mixed Integer Linear Programming (MILP) formulation, called SPB energy-aware routing (SPB-EAR). Since SPB-EAR is proved to be NP-hard, we present two heuristics algorithm suitable for large-sized networks, called Green SPB (G-SPB) and Fast Greedy SPB (FG-SPB). In this work, we consider that a connection between two nodes is represented by bundled link consisting of multiple cables. Experimentations on four realistic network topologies show that G-SPB and FG-SPB can save almost as much power consumption as SPB-EAR. Rihab Maaloul, Raouia Taktak, Lamia Chaari, Bernard Cousin |
AICCSA | 4 |
| 2017 | TcpHas: TCP for HTTP adaptive streamingabstractHTTP Adaptive Streaming (HAS) is a widely used video streaming technology that suffers from a degradation of user's Quality of Experience (QoE) and network's Quality of Service (QoS) when many HAS players are sharing the same bottleneck link and competing for bandwidth. The two major factors of this degradation are: the large OFF period of HAS, which causes false bandwidth estimations, and the TCP congestion control, which is not suitable for HAS given that it does not consider the different video encoding bitrates of HAS. This paper proposes a HAS-based TCP congestion control, TcpHas, that minimizes the impact of the two aforementioned issues. It does this by using traffic shaping on the server. Simulations indicate that TcpHas improves both QoE, mainly by reducing instability, and QoS, mainly by reducing queuing delay and packet drop rate. Chiheb Ben Ameur, Emmanuel Mory, Bernard Cousin, Eugen Dedu |
ICC | 3 |
| 2017 | Synchronized power saving mechanism for WiMAX networksabstractPower conservation mechanisms allow the operator to meet the QoS requirements of its customers while offering mobility service for longer duration. Therefore, it is essential to maximize the battery life of WiMAX equipments. In this paper, we study the mechanisms of power conservation already proposed for the WiMAX network. We then propose an improved mechanism for energy conservation in the IEEE802.16e standard, taking into account the characteristics of the WiMAX network. Finally, we evaluate the various mechanisms of energy conservation in terms of energy consumption, mean delivery time and management throughput. We show through extensive simulations that our proposed mechanism retains more energy while providing a better mean delivery time and decreasing the management throughput. Aymen Belghith, Amal Walha, Bernard Cousin, Mohammad S. Obaidat |
ICC | 3 |
| 2017 | Software defined networking (SDN) for reliable user connectivity in 5G networksabstractReliability was, and still is, a major concern for telecoms operators. Network outage can potentially produce high penalty in terms of revenue and user quality of experience. In this paper, we advocate that the data plane reliability can be easily improved when the Software Defined Networking (SDN) concept is incorporated into LTE/EPC networks. As a way to ensure user connectivity be available even in case of network equipment failures, we propose two recovery modes: (i) automatic tunnel re-establishment and (ii) on-demand tunnel re-establishment. Through simulations, we show that those mechanisms outperform the recovery mechanism previously proposed in 3GPP standards. Siwar Ben Hadj Said, Bernard Cousin, Samer Lahoud |
NetSoft | 2 |
| 2017 | Centralized versus decentralized multi-cell resource and power allocation for multiuser OFDMA networks
Mohamad Yassin, Samer Lahoud, Kinda Khawam, Marc Ibrahim, Dany Mezher, Bernard Cousin |
Comput. Commun. | 6 |
| 2017 | Cooperative resource management and power allocation for multiuser OFDMA networksabstractMobile network operators are facing the challenge to increase network capacity and satisfy the growth in data traffic demands. In this context, long‐term evolution (LTE) networks, LTE‐advanced networks, and future mobile networks of the fifth generation seek to maximise spectrum profitability by choosing the frequency reuse‐1 model. Owing to this frequency usage model, advanced radio resource management and power allocation schemes are required to avoid the negative impact of interference on system performance. Some of these schemes modify resource allocation between network cells, while others adjust both resource and power allocation. In this study, the authors introduce a cooperative distributed interference management algorithm, where resource and power allocation decisions are jointly made by each cell in collaboration with its neighbouring cells. Objectives sought are: increasing user satisfaction, improving system throughput, and increasing energy efficiency. The proposed technique is compared with the frequency reuse‐1 model and to other state‐of‐the‐art techniques under uniform and non‐uniform user distributions and for different network loads. They address scenarios where throughput demands are homogeneous and non‐homogeneous between network cells. System‐level simulation results demonstrate that their technique succeeds in achieving the desired objectives under various user distributions and throughput demands. Mohamad Yassin, Samer Lahoud, Marc Ibrahim, Kinda Khawam, Dany Mezher, Bernard Cousin |
IET Commun. | 6 |
| 2017 | Survey of ICIC techniques in LTE networks under various mobile environment parameters
Mohamad Yassin, Mohamed A. Aboul Hassan, Samer Lahoud, Marc Ibrahim, Dany Mezher, Bernard Cousin, Essam A. Sourour |
Wirel. Networks | 6 |
| 2016 | Resource saving: Which resource sharing strategy to protect primary shortest paths?abstractTwo strategies of resource sharing are proposed in literature to provide protection while saving resources: (1) restrained sharing which applies the resource sharing to the backup paths only and (2) global sharing which extends the resource sharing to the primary and backup paths. In this paper, we compared the two strategies of resource sharing when the primary paths correspond to the shortest ones according to a strictly positive and static metric. Even when the amount of resources that can be shared between the primary and the backup paths is unbounded, we proved that the maximum number of backup paths is still bounded. Besides, our simulations showed that the resource sharing between the primary and backup paths has very slight impact on the backup path rejection, i.e. the two strategies of resource sharing have very close performances. Mohand Yazid Saidi, Bernard Cousin |
CCNC | 2 |
| 2016 | Flexible call admission control with preemption in LTE networksabstractThis paper introduces a new call admission control (CAC) mechanism for Long Term Evolution (LTE) networks supporting multimedia services with different classes of traffic. Our CAC mechanism classifies calls into real time and non-real time users, then estimates the channel quality based upon the received signal strength (RSS) value, and finally identifies the call as either new call (NC) or handoff call (HC) request before performing admission control decision. We also use a simple preemption technique in order to allocate the resources to high priority bearer requests. We show through extensive simulation analysis that our CAC mechanism provides high number of accepted users with higher priorities while providing high system throughput. Aymen Belghith, Nesrine Turki, Bernard Cousin, Mohammad S. Obaidat |
ICC | 3 |
| 2016 | ESR: Energy aware and stable routing protocol for WBAN networksabstractWireless body area network (WBAN) calls for a next generation in wireless networks. This new generation is designed to operate autonomously, to connect various medical sensors and appliances located on or inside a human body. Mobile WBANs have been designed, offering numerous practical and innovative services so that health care and quality of life can be improved. Thus, the equipment used in WBAN is usually mobile and autonomous which imposes high constraint on energy. That is, the energy efficiency must be taken into account as one of the objectives of the routing protocol designed for this type of network. Although mobile nodes may cause link breaks, most of studies ignore the link stability. In this paper, we propose a stable, reliable, energy efficient routing protocol for mobile Wireless Body Area Networks. It preserves the residual energy of nodes with an increase network lifetime. To achieve this goal, we use an objective model to select energy-efficient paths with stable links. Simulation results demonstrate that our protocol improves the state of the art in terms of energy consumption and routing overhead. Omar Smail, Adda Kerrar, Youssef Zetili, Bernard Cousin |
IWCMC | 4 |
| 2015 | Energy-aware forwarding strategy for Metro Ethernet networksabstractEnergy optimization has become a crucial issue in the realm of ICT. This paper addresses the problem of energy consumption in a Metro Ethernet network. Ethernet technology deployments have been increasing tremendously because of their simplicity and low cost. However, much research remains to be conducted to address energy efficiency in Ethernet networks. In this paper, we propose a novel Energy Aware Forwarding Strategy for Metro Ethernet networks based on a modification of the Internet Energy Aware Routing (EAR) algorithm. Our contribution identifies the set of links to turn off and maintain links with minimum energy impact on the active state. Our proposed algorithm could be a superior choice for use in networks with low saturation, as it involves a tradeoff between maintaining good network performance and minimizing the active links in the network. Performance evaluation shows that, at medium load traffic, energy savings of 60% can be achieved. At high loads, energy savings of 40% can be achieved without affecting the network performance. Rihab Maaloul, Lamia Chaari, Bernard Cousin |
AICCSA | 3 |
| 2015 | A novel dynamic inter-cell interference coordination technique for LTE networksabstractInter-cell interference problems arise in dense frequency reuse networks such as Long Term Evolution (LTE). They have harmful impact on system performance, especially for cell-edge users or users having bad radio conditions. Inter-Cell Interference Coordination (ICIC) schemes aim at mitigating the interference produced by nearby cells to enhance the performance of cell-edge users. ICIC techniques include static frequency reuse schemes and cell-coordinated schemes. In this paper, we propose a semi-static frequency allocation algorithm that exploits evolved-NodeBs communications via X2 interface to mitigate inter-cell interference. Each cell is divided into two zones: cell-center and cell-edge. Cell zone satisfaction is tracked, and the unsatisfied zone gets more frequency resource blocks in a distributed manner. The scope of this work is on the downlink of LTE networks using frequency division duplex transmission mode. An LTE downlink system level simulator is chosen to compare the performance of the proposed technique with the frequency reuse-1 model and the fractional frequency reuse technique. Simulation results show that our technique improves throughput cumulative distribution function, achieves a better throughput fairness, and reduces the percentage of unsatisfied users. It is a dynamic technique able to adapt with non-uniform user distributions and traffic demands. Mohamad Yassin, Youssef Dirani, Marc Ibrahim, Samer Lahoud, Dany Mezher, Bernard Cousin |
PIMRC | 6 |
| 2015 | Non-Cooperative Inter-Cell Interference Coordination Technique for Increasing Throughput Fairness in LTE NetworksabstractOne major concern for operators of Long Term Evolution (LTE) networks is mitigating inter-cell interference problems. Inter-Cell Interference Coordination (ICIC) techniques are proposed to reduce performance degradation and to maximize system capacity. It is a joint resource allocation and power allocation problem that aims at controlling the trade-off between resource efficiency and user fairness. Traditional interference mitigation techniques are Fractional Frequency Reuse (FFR) and Soft Frequency Reuse (SFR). FFR statically divides the available spectrum into reuse-1 and reuse-3 portions in order to protect cell-edge users, while SFR reduces downlink transmission power allocated for cell-center resources to protect vulnerable users in the neighboring cells. However, these static techniques are not adapted to non-uniform user distribution scenarios, and they do not provide guarantees on throughput fairness between user equipments. In this paper, we introduce a non-cooperative dynamic ICIC technique that dynamically adjusts resource block allocation according to user demands in each zone. We investigate the impact of this technique on throughput distribution and user fairness under non-uniform user distributions, using an LTE downlink system level simulator. Simulation results show that the proposed technique improves system capacity, and increases throughput fairness in comparison with reuse-1 model, FFR and SFR. It does not require any cooperation between base stations of the LTE network. Mohamad Yassin, Samer Lahoud, Marc Ibrahim, Kinda Khawam, Dany Mezher, Bernard Cousin |
VTC Spring | 6 |
| 2015 | Optimization models for the joint Power-Delay minimization problem in green wireless access networks
Farah Moety, Samer Lahoud, Bernard Cousin, Kinda Khawam |
Comput. Networks | 3 |
| 2015 | A Network-Assisted Approach for RAT Selection in Heterogeneous Cellular NetworksabstractWhen several radio access technologies (e.g., HSPA, LTE, WiFi, and WiMAX) cover the same region, deciding to which one mobiles connect is known as the Radio Access Technology (RAT) selection problem. To reduce network signaling and processing load, decisions are generally delegated to mobile users. Mobile users aim to selfishly maximize their utility. However, as they do not cooperate, their decisions may lead to performance inefficiency. In this paper, to overcome this limitation, we propose a network-assisted approach. The network provides information for the mobiles to make more accurate decisions. By appropriately tuning network information, user decisions are globally expected to meet operator objectives, avoiding undesirable network states. Deriving network information is formulated as a semi-Markov decision process (SMDP), and optimal policies are computed using the Policy Iteration algorithm. Also, and since network parameters may not be easily obtained, a reinforcement learning approach is introduced to derive what to signal to mobiles. The performances of optimal, learning-based, and heuristic policies, such as blocking probability and average throughput, are analyzed. When tuning thresholds are pertinently set, our heuristic achieves performance very close to the optimal solution. Moreover, although it provides lower performance, our learning-based algorithm has the crucial advantage of requiring no prior parameterization. Melhem El Helou, Marc Ibrahim, Samer Lahoud, Kinda Khawam, Dany Mezher, Bernard Cousin |
IEEE J. Sel. Areas Commun. | 6 |
| 2014 | Energy aware and stable Multipath Routing protocol in clustered wireless ad hoc networksabstractAd hoc networks are wireless networks that can operate without infrastructure and without centralized network management; they may contain nodes with limited battery power; hence, energy conservation is a critical requirement in the design of routing protocols for ad hoc networks. Clustering has been proposed as a promising method for simplifying the routing process in mobile ad hoc networks when network size increases. In this paper, we propose an energy-efficient multipath routing protocol, called ES-CMR (Energy aware and Stable Clustered based Multipath Routing protocol), which preserves the residual energy of nodes and increases the network lifetime. To achieve this goal, we use a single objective model to select energy-efficient paths with stable links. Simulation results demonstrate that ES-CMR has better performance in terms of energy consumption, network lifetime, and end-to-end delay. Omar Smail, Bernard Cousin, Zoulikha Mekkakia Maaza, Rachida Mekki |
AICCSA | 2 |
| 2014 | Shaping HTTP adaptive streams using receive window tuning method in home gatewayabstractIn this paper, we describe a new method, called RWTM (Receive Window Tuning Method) that shapes HTTP adaptive streams. It employs the flow control in the gateway to improve the quality of experience (QoE) of users. Our use case is when two HTTP Adaptive streaming clients are competing for bandwidth in the same home network. Results show that our proposed method considerably improves the QoE; it improves the video stability, the fidelity to optimal video quality level selection and the convergence speed to the optimal video quality level. Chiheb Ben Ameur, Emmanuel Mory, Bernard Cousin |
IPCCC | 3 |
| 2014 | Realistic per-category pricing schemes for LTE usersabstractAs demand on data access and bandwidth explodes, service providers across cellular network infrastructures are struggling to find effective ways to manage the data traffic on their network, and meet customer expectations without eroding profitability, or attracting regulatory attention. Pricing schemes are designed to offer protable business to the operators as well as to create favorable services for the mobile subscribers. In this paper, we analyze three well-known pricing schemes proposed for Long Term Evolution (LTE) mobile networks. We then propose a realistic per-category pricing (R2P) scheme for LTE. Our pricing scheme takes into account QoS parameters, physical resources blocs utilization, user valuation, and user price categories: Gold, Silver and Bronze. Finally, we show, through extensive simulation results that our proposed pricing scheme provides the higher revenue for the operator. Aymen Belghith, Selem Trabelsi, Bernard Cousin |
WiOpt | 3 |
| 2013 | Joint power-delay minimization in green wireless access networksabstractGrowing energy demands, the increasing depletion of traditional energy resources, together with the recent surge in mobile internet traffic, all call for green solutions to address the challenge of energy-efficient wireless access networks. In this paper, we consider possible power saving by reducing the number of active BSs and adjusting the transmit power of those that remain active while maintaining a satisfying service for all users in the network. We thus introduce a joint optimization problem that minimizes the network power consumption of the network and the sum of network user transmission delays. Our formulation allows us to investigate the tradeoff between power and delay by tuning the respective weighting factors. Moreover, to reduce the computational complexity of the optimal solution of our non-linear optimization problem, we convert it into a Mixed Integer Linear Programming (MILP) problem. We provide extensive simulations for various decision preferences such as power minimization, delay minimization and joint minimization of power and delay. The results we present show that we obtain power savings of up to 16% compared to legacy network models. Farah Moety, Samer Lahoud, Kinda Khawam, Bernard Cousin |
PIMRC | 4 |
| 2013 | Power-Delay Tradeoffs in Green Wireless Access NetworksabstractTargeting energy efficiency while meeting user Quality of Service (QoS) is one of the most challenging problems in green wireless networks. In this paper, we propose an optimization model based on finding a tradeoff between reducing the number of active radio cells and increasing the transmit power of base stations (BSs) to better serve all users in the system. The main contribution of the paper is the formulation of a multiobjective optimization problem that jointly minimizes the network power consumption and the sum of the network user transmission delay. Our proposed problem is solved using an exhaustive search algorithm to obtain the optimal solution. Solving the optimization problem at hand is very challenging due to the high computational complexity of the exhaustive search. Therefore, we run simulations in a small network to give insights into the optimal solution. Specifically, we study different cases by tuning the respective weights of the power and delay costs. This is a distinctive and important feature of our model allowing it to reflect various decision preferences. Regarding these preferences and under various spatial distribution of users, results show that our solution allows the optimal network configuration to be selected in terms of power consumption while guaranteeing minimal delay for all users in the network. Farah Moety, Samer Lahoud, Bernard Cousin, Kinda Khawam |
VTC Fall | 3 |
| 2012 | Localization of Single Link-Level Network AnomaliesabstractAchieving accurate, cost-efficient, and fast anomaly localization is a highly desired feature in computer networks. Prior works, examining the problem of single link-level anomaly localization, have claimed that a necessary condition for localizing anomalies unambiguously is to deploy resources that enable the monitoring of a set of paths distinguishing between all links of the network pairwise. In this paper, we show that the number of pair of links that are to be distinguished can be cut down drastically using an already established anomaly detection solution. This results in reducing the localization overhead and cost significantly. Furthermore, we show that all potential anomaly scenarios can be derived offline from the anomaly detection solution. Therefore, we compute full localization solutions, i.e. monitors that are to be activated and paths that are to be monitored, for all potential anomaly scenarios offline. This results in a significant minimization of the localization delay. We devise an anomaly localization technique that selects monitor locations and monitoring paths jointly; thereby enabling a trade-off between the number and locations of monitoring devices and the quality of monitoring paths. The problem is formulated as an integer linear program (ILP), and is shown to be NP-hard through a polynomial-time reduction from the NP-hard facility location problem. The effectiveness and the correctness of the proposed anomaly localization scheme are verified through theoretical analysis and extensive simulations. Emna Salhi, Samer Lahoud, Bernard Cousin |
ICCCN | 3 |
| 2012 | Bandwidth reservation in mobile adhoc networksabstractThe bandwidth reservation is one of most adopted solutions to meet QoS requirements in 802.11 ad hoc networks. The efficiency of these solutions depends on the accuracy of their estimations of available bandwidth; otherwise, their application can be catastrophic on networks. Therefore, accurate bandwidth estimation is fundamental, where each networks characteristic must be taken into consideration, including mobility and medium sharing. Current solutions do not take into account all networks characteristics, resulting to wrong bandwidth estimations and QoS violations. In this paper, we present a new approach for bandwidth reservation - Accurate Bandwidth Reservation (ABR) - which embeds an improved method of available bandwidth measurement, where all criteria of such networks are considered. Evaluation of ABR is performed by simulations and comparisons with some existing approachs. Redouane Belbachir, Zoulikha Mekkakia Maaza, Ali Kies, Bernard Cousin |
WCNC | 4 |
| 2011 | Heuristics for Joint Optimization of Monitor Location and Network Anomaly DetectionabstractTo reduce monitoring cost, the number of monitors to be deployed have to be minimized and the overhead of monitoring flows on the underlying network have to be reduced. In a recent work, we demonstrated, using ILP formulations, that there is a trade-off between theses two minimization objectives. However, we have shown that the trade-off could be efficiently balanced by jointly optimizing monitor location and anomaly detection costs. The problem is NP-complete, hence ILPs could not deliver solutions for large networks. In this paper, we address the scalability issues. We propose two greedy algorithms that jointly optimize monitor location cost and anomaly detection cost. The first algorithm is based on an exhaustive heuristic that explores all paths that are candidate to be monitored, in order to select a subset of paths that reduces the total monitoring cost. On the opposite, the second algorithm is based on a selective heuristic that avoids exploring all the candidate paths to further improve the scalability. The main challenge of this heuristic is to not degrade the solution quality. The two algorithms have been evaluated through extensive simulations on networks of hundred of billions of paths. The comparison of the solutions delivered by the two algorithms to each other and to the solutions delivered by the ILP demonstrates that the selective algorithm provides near-optimal solutions, while achieving a desirable scalability with respect to the network size and significant reduction of the computation time. Emna Salhi, Samer Lahoud, Bernard Cousin |
ICC | 3 |
| 2011 | Extending node protection concept of p-cycles for an efficient resource utilization in multicast trafficabstractIn this paper, we consider link-and-node failure recovery in dynamic multicast traffic in WDM networks. We extend the node protection concept of the p-cycle approach to achieve more efficient resource utilization. Then, we propose a novel algorithm that integrates our concept for the node protection, named node-and link protecting p-cycle based algorithm (NPC). We also propose a second algorithm, named node-and-link protecting candidate p-cycle based algorithm (NPCC). This algorithm deploys our concept for node protection and relies on a candidate p-cycle set to speed up the computational time. We compare our proposed algorithms to the ESHN algorithm, which is reported to be the most efficient algorithm for protecting dynamic multicast sessions. Extensive simulations show that the NPC algorithm achieves the lowest blocking probability, but has the highest computational time among the NPCC and ESHN algorithms. The NPCC algorithm outperforms the ESHN algorithm in terms of resource utilization efficiency and computational time. Ahmed Frikha 0001, Bernard Cousin, Samer Lahoud |
LCN | 2 |
| 2011 | Global Vs. Per-domain monitoring of multi-domain networksabstractMutli-domain monitoring aims at guaranteeing QoS for services crossing several domains. It is often desirable to perform global monitoring to guarantee end-to-end QoS for services across domains and to reduce the monitoring cost. However, global monitoring might be infeasible due to confidentiality constraints. The alternative solution is to perform per-domain monitoring. In this work, we propose to evaluate global and per-domain monitoring techniques. For this end, we study the properties of multi-domain networks and the requirements of multi-domain monitoring. We formulate the problem as an Integer Linear Program (ILP). We show that it is a Nondeterministic Polynomial Time Hard (NP-Hard) problem, and therefore, we devise a heuristic that meets multi-domain properties. We show that confidentiality is far from being the only constraint to global multi-domain monitoring. In our evaluation, the confidentiality constraint has been relaxed, in order to investigate other performance metrics; namely, the monitoring cost, the quality of monitored paths, the anomaly detection delays, and the fairness of monitoring load distribution among domains. Simulation results on random topologies show that per-domain monitoring outperforms global monitoring for all these metrics, except the monitoring cost that is slightly lower for global monitoring. Emna Salhi, Samer Lahoud, Bernard Cousin |
LCN | 3 |
| 2010 | Approximation Ratios of Multicast Light-Trees in WDM NetworksabstractAll-optical multicast routing (AOMR) is implemented by the concept of light-tree in WDM networks. The cost-optimal multicast light-tree is NP-hard to compute, especially when taking sparse splitting into account. Thus many heuristic algorithms have been proposed. In this paper, the approximation ratios of two classical heuristic AOMR algorithms for sparse splitting WDM network are studied. Let K be the number of destinations in a multicast session, it is proved that Reroute-to-Source (R2S) algorithm achieves a tight approximation ratio equal to K in the non-equally-weighted WDM network while Member-Only (MO) algorithm approaches the optimal solution with a ratio inferior to (K2+3K)/4 for any WDM network. It is also found that if the WDM network G is unweighted, both the approximation ratios of R2S and MO are no bigger than the diameter of the network Diam(G). Simulation results illustrate that both R2S and MO obtain good performances in candidate WDM backbone NSF network, which are far from the worst cases. Fen Zhou 0001, Miklós Molnár, Bernard Cousin, Chunming Qiao |
GLOBECOM | 3 |
| 2010 | Graph Partitioning for Survivability in Multi-Domain Optical NetworksabstractAs optical networking deployments increase, multi-domain provisioning and survivability are becoming major concerns. A key challenge in multi-domain survivability is the scalability problem. To address this concern, various solutions have already been proposed based upon topology aggregation schemes. However, these mechanisms do not scale well with increasing domain counts and further investigation is required to develop more scalable alternatives. Along these lines, in this paper we propose to use graph partitioning techniques to solve the scalability problem in multi-domain optical networks. To demonstrate the efficiency of our method, we also extend the p-cycle concept to multi-domain settings. Overall simulation results show the efficiency of our proposed solution in terms of resource utilization and the number of p-cycle structures. Hamza Drid, Bernard Cousin, Miklós Molnár, Nasir Ghani |
ICC | 2 |
| 2010 | Light-hierarchy: the optimal structure for multicast routing in WDM mesh networksabstractBased on the false assumption that multicast incapable (MI) nodes could not be traversed twice on the same wavelength, the light-tree structure was always thought to be optimal for multicast routing in sparse splitting Wavelength Division Multiplexing (WDM) networks. In fact, for establishing a multicast session, an MI node could be crosswise visited more than once to switch a light signal towards several destinations with only one wavelength through different input and output pairs. This is called Cross Pair Switching (CPS). Thus, a new multicast routing structure light-hierarchy is proposed for alloptical multicast routing, which permits the cycles introduced by the CPS capability of MI nodes. We proved that the optimal structure for minimizing the cost of multicast routing is a set of light-hierarchies rather than the light-trees in sparse splitting WDM networks. Integer linear programming (ILP) formulations are developed to search the optimal light-hierarchies. Numerical results verified that the light-hierarchy structure could save more cost than the light-tree structure. Fen Zhou 0001, Miklós Molnár, Bernard Cousin |
ISCC | 3 |
| 2010 | Joint optimization of monitor location and network anomaly detectionabstractAchieving cost-effective systems for network performance monitoring has been the subject of many research works over the last few years. Most of them adopt a two-step approach. The first step assigns optimal locations to monitors, whereas the second step selects a minimal set of paths to be monitored. However, such an approach does not consider the trade-off between the optimization objectives of each step, and hence may lead to sub-optimal usage of network resources and biased measurements. In this paper, we propose to evaluate and reduce this trade-off. Toward this end, we come up with two ILP formulations for a novel monitoring cost model that apply for both passive and active monitoring. The aim is to jointly minimize the monitor location cost and the anomaly detection cost, thereby obtaining a monitoring solution that minimizes the total monitoring cost. Simulation results illustrate the interplay between the optimization objectives and evaluate the quality of the obtained monitoring solution. Emna Salhi, Samer Lahoud, Bernard Cousin |
LCN | 3 |
| 2010 | Cost Bounds of Multicast Light-Trees in WDM Networks
Fen Zhou 0001, Miklós Molnár, Bernard Cousin, Chunming Qiao |
Networking | 3 |
| 2010 | A survey of survivability in multi-domain optical networks
Hamza Drid, Bernard Cousin, Miklós Molnár, Samer Lahoud |
Comput. Commun. | 2 |
| 2009 | Is Light-Tree Structure Optimal for Multicast Routing in Sparse Light Splitting WDM Networks?abstractTo minimize the number of wavelengths required by a multicast session in sparse light splitting wavelength division multiplexing (WDM) networks, a light-hierarchy structure, which occupies the same wavelength on all links, is proposed to span as many destinations as possible. Different from a light-tree, a light-hierarchy accepts cycles, which are used to traverse crosswise a 4-degree (or above) multicast incapable (MI) node twice (or above) and switch two light signals on the same wavelengths to two destinations in the same multicast session. In this paper, firstly, a graph renewal and distance priority light-tree algorithm (GRDP-LT) is introduced to improve the quality of light-trees built for a multicast request. Then, it is extended to compute light-hierarchies. Obtained numerical results demonstrate the GRDP-LT light-trees can achieve a much lower links stress, better wavelength channel cost, and smaller average end-to-end delay as well as diameter than the currently most efficient algorithm. Furthermore, compared to light-trees, the performance in terms of link stress and network throughput is greatly improved again by employing the light-hierarchy, while consuming the same amount of wavelength channel cost. Fen Zhou 0001, Miklós Molnár, Bernard Cousin |
ICCCN | 3 |
| 2009 | Supporting multipoint-to-point communications in all-optical WDM networksabstractThe routing and wavelength assignment (RWA) problem for multipoint-to-point communications in all-optical wavelength division multiplexing (WDM) networks is investigated in this paper. Two efficient algorithms, namely Reverse Shortest Path Tree routing (RSPT) and k-Bounded Edge Disjoint Path routing (EDPR), are proposed. The problem of minimizing the total cost while establishing a multipoint-to-point session can be solved by RSPT algorithm in polynomial time. Nevertheless, EDPR algorithm produces a significant reduction in the maximum number of wavelengths required per link (i.e., the link stress) by a multipoint-to-point session. Simulations demonstrate the efficiencies of these two algorithms in supporting multipoint-to-point communications in WDM networks. Fen Zhou 0001, Mohand Yazid Saidi, Miklós Molnár, Bernard Cousin |
LCN | 4 |
| 2009 | Backup Path Classification Based on Failure Risks for Efficient Backup Path Computation
Mohand Yazid Saidi, Bernard Cousin, Jean-Louis Le Roux |
Networking | 2 |
| 2009 | A Topology Aggregation Model for Survivability in Multi-Domain Optical Networks Using p-CyclesabstractSurvivability becomes an important issue in optical networks due to the huge bandwidth offered by optical technology. Many works have studied network survivability. The majority of these works are typically destined to single-domain. In this work we address the survivability in multidomain optical networks. This paper provides a classification of the existing protection solutions proposed for multi-domain networks and analyses their advantages and limitations. We propose a new solution for multi-domain optical networks based on p-cycles. For scalability and security reasons, we also propose a topology aggregation model adapted to the p-cycles computation. This aggregation model allows our proposed solution to find a trade-off between two competing goals: efficient use of backup resources and small running time. Simulation results show that the proposed solution is a good trade-off between resource utilization and running time compared to the existing solutions. Hamza Drid, Samer Lahoud, Bernard Cousin, Miklós Molnár |
NPC | 3 |
| 2009 | Using Shared Risk Link Groups to enhance backup path computation
Mohand Yazid Saidi, Bernard Cousin, Jean-Louis Le Roux |
Comput. Networks | 2 |
| 2009 | PLR-based heuristic for backup path computation in MPLS networks
Mohand Yazid Saidi, Bernard Cousin, Jean-Louis Le Roux |
Comput. Networks | 2 |
| 2008 | Labelled OBS test bed for contention resolution studyabstractThis paper reports a test bed aiming at studying burst contention resolution mechanisms in ldquoLabelledrdquo OBS networks together with a simulation tool that is designed to back up experiments. The test bed is composed of a Labelled OBS core node and a measurement arrangement for burst capture and analysis. Different components of the test bed are presented together with their measured characteristics. The simulation tool is presented with a preliminary simulation that compares the Labelled OBS scheme with the conventional BCP OBS scheme. The results show that the Labelled OBS scheme outperforms the conventional OBS scheme. Thomas Legrand, Hisao Nakajima, Paulette Gavignet, Bernard Cousin |
BROADNETS | 4 |
| 2008 | Multi-criteria p-cycle network designabstractThe major challenge of p-cycle network design resides in finding an optimal set of p-cycles protecting the network for a given working capacity. Existing solutions (exact and heuristic approaches), for solving the problem, find the set of p-cycles protecting the network through two steps: one step for generating candidate p-cycles and a second step for selecting the efficient ones. In this paper, we present a novel heuristic approach, which computes an efficient set of p-cycles protecting the network in one step. Our heuristic approach takes into consideration two different criteria: the redundancy and the number of p-cycles involved in the solution. Simulation study shows that our approach necessitates a lower redundancy and fewer p-cycles to protect the network compared to state-of-the-art approaches. Hamza Drid, Bernard Cousin, Samer Lahoud, Miklós Molnár |
LCN | 2 |
| 2008 | Avoidance of multicast incapable branching nodes for multicast routing in WDM networksabstractAlthough many multicast routing algorithms have been proposed in order to reduce the total cost in WDM optical networks, the link stress and delay are two parameters which are not always taken into consideration. This paper proposes a novel wavelength routing algorithm, which tries to avoid the multicast incapable branching nodes (MIB, branching nodes without splitting capability) to diminish the link stress for the shortest path based multicast tree and maintains good parts of the shortest path tree to reduce the end-to-end delay. Firstly a DijkstraPro algorithm with priority assignment and node adoption is introduced to produce a shortest path tree with up to 38% fewer MIB nodes, and then critical articulation and deepest branch heuristics are used to process the MIB nodes. Finally distance based reconnection algorithm is proposed to create the multicast tree or forest. Fen Zhou 0001, Miklós Molnár, Bernard Cousin |
LCN | 3 |
| 2008 | Distributed PLR-Based Backup Path Computation in MPLS Networks
Mohand Yazid Saidi, Bernard Cousin, Jean-Louis Le Roux |
Networking | 2 |
| 2007 | LSP Setup Arrival Reordering Approach for MPLS-TE RoutingabstractIn this paper, we evaluate a solution based on the preemption mechanism so as to improve performances of distributed multi-protocol label switching-traffic engineering (MPLS-TE) path computation, where requests are handled one by one, in an uncoordinated manner without any knowledge of future and other requests. Our solution is motivated by the considerable impact of the tunnel setup order on the network load and blocking probability. If it is not possible to control this order, in return it is possible, in some cases, to reorder requests using the pre-emption function. After evaluating the impact of the tunnel setup order, we study the use of preemption to reorder LSP setup, with various algorithms, including shortest path first (SPF), widest shortest path (WSP) and shortest widest path (SWP). We show that the preemption is well suited to shortest path based algorithms and the performances in terms of blocking rate are significantly improved. Imène Chaieb, Jean-Louis Le Roux, Bernard Cousin |
GLOBECOM | 3 |
| 2007 | A Distributed Bandwidth Sharing Heuristic for Backup LSP ComputationabstractWith the advent of MPLS, the restoration times of communications is decreased down to 50 ms by the use of preconfigured backup LSPs. To ensure there are enough resources after a failure, the backup LSPs must reserve the resources they need beforehand. However and contrarily to the primary LSPs which really use their resources, the backup LSPs do not use them until a failure of the protected component occurs. Hence, to optimize and maximize resource availability in the network, backup LSPs may share their resource reservation. Indeed, under the hypothesis of single failures in the network, some backup paths are not active at the same time since they protect against the failure of different components. In this article, we propose an efficient Distributed Bandwidth Sharing (DBS) heuristic capable to protect the primary LSPs against all types of failure risks (link, node and SRLG risks) with the transmission of a very small amount of bandwidth information. Our technique is completely distributed; it balances the computations on the different nodes of the topology and is easy to be deployed. Simulations show that with the transmission of a small vector of bandwidth information per link, the rate of rejected backup LSPs is low and close to the ideal. Mohand Yazid Saidi, Bernard Cousin, Jean-Louis Le Roux |
GLOBECOM | 2 |
| 2007 | Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage AnalysisabstractIn this paper we study different options for the survivability implementation in MPLS over optical transport networks (OTN) in terms of network resource usage and configuration cost. We investigate two approaches to the survivability deployment: single layer and multilayer survivability and present various methods for spare capacity allocation (SCA) to reroute disrupted traffic. The comparative analysis shows the influence of the offered traffic granularity and the physical network structure on the survivability cost: for high bandwidth LSPs, close to the optical channel capacity, the multilayer survivability outperforms the single layer one, whereas for low bandwidth LSPs the single layer survivability is more cost-efficient. On the other hand, sparse networks of low connectivity parameter use more wavelengths for optical path routing and increase the configuration cost, as compared with dense networks. We demonstrate that by mapping efficiently the spare capacity of the MPLS layer onto the resources of the optical layer one can achieve up to 22% savings in the total configuration cost and up to 37% in the optical layer cost. Further savings (up to 9 %) in the wavelength use can be obtained with the integrated approach to network configuration over the sequential one, however, at the increase in the optimization problem complexity. These results are based on a cost model with different cost variations, and were obtained for networks targeted to a nationwide coverage Wojtek Bigos, Bernard Cousin, Stéphane Gosselin, Morgane Le Foll, Hisao Nakajima |
IEEE J. Sel. Areas Commun. | 2 |
| 2005 | Multicast tree in MPLS networkabstractIn this paper, we study multicast tree construction in MPLS network. We discuss the difficulty in combining multicast and MPLS in a network. We describe some MPLS proposals for the multicast traffic and we justify the need for defining a new protocol. Thereafter we propose MMT, the MPLS multicast tree protocol, which uses MPLS LSP (label switched path) between multicast tree branching nodes in order to reduce the multicast routing states in routers and to increase scalability. We present improvements to MMT protocol and we evaluate it in term of scalability and efficiency. Finally, we present simulation results to validate our evaluation and we conclude that the MMT protocol seems promising and well adapted to a possible implementation of multicast traffic engineering in the network. Ali Boudani, Bernard Cousin |
GLOBECOM | 2 |
| 2005 | A New Scheme for Interconnecting LANs with Label Switching BridgesabstractEthernet, which has traditionally been the dominant technology in local area networks, is now facing new challenges due to the fact that networks have scaled and today's applications require more bandwidth and increased robustness against failures. The limitations of Ethernet are mainly imposed by the spanning tree protocol, which is necessary to prevent loops and provide redundancy in a switched network. The successful deployment of Ethernet over MPLS in the metro area have proved that Ethernet LANs can be further enriched with the services enabled by the label switching technique. In this article, we propose a new LAN interconnection technique based on label switching, which enhances network services, simplifies switch functionalities, while remaining flexible enough to be easily deployed in most LAN environments. Thierry K. Feuzeu, Bernard Cousin |
LCN | 2 |
| 2005 | An hybrid explicit multicast/recursive unicast approach for multicast routing
Ali Boudani, Bernard Cousin |
Comput. Commun. | 2 |
| 2004 | GXcast: generalized explicit multicast routing protocolabstractRecently several multicast mechanisms were proposed that scale better with the number of multicast groups than traditional multicast. These proposals are known as small group multicast (SCM) or explicit multicast (Xcast). Explicit multicast protocols, such as the Xcast protocol, encode the list of group members in the Xcast header of every packet. If the number of members in a group increases, routers may need to fragment an Xcast packet. Fragmented packets may not be identified as Xcast packets by routers. In this paper, we show that the Xcast protocol does not support the IP fragmentation. We show also that avoiding fragmentation limits the group size that can be handled by the Xcast protocol. First, we describe the Xcast protocol, the Xcast+ protocol (which is an extension of Xcast) and we compare these two protocols with traditional multicast protocols. We propose then a generalized version of the Xcast protocol, called GXcast, intended to permit the Xcast packets fragmentation and to support the increasing number of members in a multicast group. The behavior of the GXcast protocol is analyzed according to several criteria. Finally, we present and evaluate with simulations an improvement to GXcast and we conclude that GXcast is a feasible and promising protocol. Ali Boudani, Alexandre Guitton, Bernard Cousin |
ISCC | 3 |
| 2002 | A new approach to construct multicast trees in MPLS networksabstractIn this paper, we present a new approach to construct multicast trees in MPLS networks. This approach utilizes MPLS LSP between multicast tree branching node routers in order to reduce forwarding states and enhance scalability. In our approach only routers that are acting as multicast tree branching node for a group need to keep the forwarding state for that group. All other non-branching node routers simply forward data packets over traffic engineered unicast routes using MPLS LSP. We can deduce that our approach can be largely deployed because it uses for multicast traffic the same unicast MPLS forwarding scheme. In this paper we briefly discuss MPLS, the multicast scalability problem, merging the two technologies, related works and different techniques for forwarding state reduction. We evaluate the approach and present some related issues to conclude finally that it is feasible and promising. Ali Boudani, Bernard Cousin |
ISCC | 2 |
| 1994 | Performance Improvement of State Space Exploration by Regular & Diffrential Hashing Functions
Bernard Cousin, Jean-Michel Hélary |
CAV | 1 |
| 1991 | Digital Video Transmission and the FDDI Token Ring Protocol
Bernard Cousin |
NOSSDAV | 1 |