Analysis of Intrusion Detection and Prevention Systems as Queueing Services

The paper presents an analytical model to study the performance and availability of queueing systems with finite queue and two service phases. The first phase has the exponential distribution of service time, while the second one has the hyperexponential distribution. The analytical results obtained are verified using discrete-event simulation. A few numerical examples for varying the service rates and arrival rates are given. The results presented in the paper can be used for analysis of the intrusion detection and prevention systems (IDPS).

[1]  Khaled Salah.  Queuing Analysis of Network Firewalls , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[2]  Karen A. Scarfone,et al.  Guide to Intrusion Detection and Prevention Systems (IDPS) , 2007 .

[3]  Gunter Bolch,et al.  Queueing Networks and Markov Chains , 2005 .

[4]  Raouf Boutaba,et al.  Estimating service response time for elastic cloud applications , 2012, 2012 IEEE 1st International Conference on Cloud Networking (CLOUDNET).

[5]  Kishor S. Trivedi,et al.  Modeling and performance analysis of large scale IaaS Clouds , 2013, Future Gener. Comput. Syst..

[6]  Khaled Salah.  Analysis of Erlangian network services , 2014 .

[7]  Jose M. Alcaraz Calero,et al.  Achieving elasticity for cloud MapReduce jobs , 2013, 2013 IEEE 2nd International Conference on Cloud Networking (CloudNet).

[8]  Khaled Salah.  Analysis of a two-stage network server , 2011, Appl. Math. Comput..

[9]  Khaled Salah.  A Queueing Model to Achieve Proper Elasticity for Cloud Cluster Jobs , 2013, 2013 IEEE Sixth International Conference on Cloud Computing.

[10]  Jelena V. Misic,et al.  Analysis of a Pool Management Scheme for Cloud Computing Centers , 2013, IEEE Transactions on Parallel and Distributed Systems.

[11]  MisicJelena,et al.  Performance Analysis of Cloud Computing Centers Using M/G/m/m+r Queuing Systems , 2012 .

[12]  Jelena V. Misic,et al.  A Fine-Grained Performance Model of Cloud Computing Centers , 2013, IEEE Transactions on Parallel and Distributed Systems.

[13]  Averill M. Law,et al.  Simulation Modeling and Analysis , 1982 .

[14]  Udo R. Krieger,et al.  Queueing Networks and Markov Chains, 2nd Edition by G. Bolch, S. Greiner, H. de Meer, and K.S. Trivedi , 2008 .

[15]  Chee‐Hock Ng,et al.  Queueing Modelling Fundamentals: With Applications in Communication Networks , 2008 .

[16]  Mohamed Faten Zhani,et al.  Embedded Markov process based model for performance analysis of Intrusion Detection and Prevention Systems , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).