Main document
Literature Database Entry
limmer2011adaptive
Tobias Limmer and Falko Dressler, "Adaptive Load Balancing for Parallel IDS on Multi-Core Systems using Prioritized Flows," Proceedings of IEEE International Conference on Computer Communication Networks (ICCCN 2011), Maui, HI, July 2011, pp. 1–8.
Abstract
We describe a load balancing system for parallel intrusion detection on multi-core systems using a novel model allowing fine-grained selection of the network traffic to be analyzed. The system receives data from a network and distributes it to multiple Intrusion Detection Systems (IDSs) running on individual CPU cores. In contrast to related approaches, we do not assume a static association of flows to IDS processes but adaptively determine the load of each IDS process to allocate network flows for a limited time window. We developed a priority model for the selection of network data and the assignment process. Special emphasis is given to environments with highly dynamic network traffic, where only a fraction of all data can be analyzed due to system constraints. We show that IDSs analyzing packet payload data disproportionately suffer from random packet drops due to overload. Our proposed system ensures loss-free analysis for selected data streams in a specified time interval. Our primary focus lies on the treatment of dynamic network behavior: neither data should be lost unintentionally, nor analysis processes should be needlessly idle. To evaluate the priority model and assignment systems, we implemented a prototype and evaluated it with real network traffic.
Quick access
Original Version (at publishers web site)
Authors' Version (PDF on this web site)
BibTeX
Contact
BibTeX reference
@inproceedings{limmer2011adaptive,
author = {Limmer, Tobias and Dressler, Falko},
doi = {10.1109/ICCCN.2011.6006063},
title = {{Adaptive Load Balancing for Parallel IDS on Multi-Core Systems using Prioritized Flows}},
pages = {1--8},
publisher = {IEEE},
address = {Maui, HI},
booktitle = {IEEE International Conference on Computer Communication Networks (ICCCN 2011)},
month = {7},
year = {2011},
}
Copyright notice
Links to final or draft versions of papers are presented here to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or distributed for commercial purposes without the explicit permission of the copyright holder.
The following applies to all papers listed above that have IEEE copyrights: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
The following applies to all papers listed above that are in submission to IEEE conference/workshop proceedings or journals: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.
The following applies to all papers listed above that have ACM copyrights: ACM COPYRIGHT NOTICE. Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, to republish, to post on servers, or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from Publications Dept., ACM, Inc., fax +1 (212) 869-0481, or permissions@acm.org.
The following applies to all SpringerLink papers listed above that have Springer Science+Business Media copyrights: The original publication is available at www.springerlink.com.
This page was automatically generated using BibDB and bib2web.
Extras
Featured Paper
- Empowering the 6G Cellular Architecture with Open RAN
In this paper, we highlight the transformative potential of embracing novel cellular architectures by transitioning from conventional systems to the progressive princi...
News
- December 01, 2023
Manoj Ravindra Rege just defended his PhD - congratulations!
Manoj Ravindra Rege successfully defended his PhD today. ... - November 30, 2023
New IEEE Journal on Selected Areas in Communications article
Our article Empowering the 6G Cellular Architecture with ... - November 15, 2023
Keynote at IEEE LATINCOM 2023
Falko Dressler gave a keynote titled 6G Virtualized Edge ... - November 03, 2023
Talk at KAIST Seminar on Mobile & Wireless in EE
Falko Dressler gave a seminar talk titled Virtualized Edg... - October 12, 2023
Paper presentation at IEEE VTC 2023-Fall
Atefeh Rezaei presented our paper titled Resource Allocat...