DocumentCode
868501
Title
A Processing Path Dispatcher in Network Processor MPSoCs
Author
Ohlendorf, Rainer ; Meitinger, Michael ; Wild, Thomas ; Herkersdorf, Andreas
Author_Institution
Inst. for Integrated Syst., Tech. Univ. Munchen, Munich
Volume
16
Issue
10
fYear
2008
Firstpage
1335
Lastpage
1345
Abstract
Multi-field packet classification problems discussed in the literature are typically constrained to the Internet five-tuple and primarily address the problem of network quality-of-service (QoS) support and access control. In this paper, we present a solution for a classification problem that is used for optimized packet assignment to different data paths within a network processor system-on-chip (SoC). In contrast to the five-tuple-based rules discussed in the prior art, our problem has rules that consider a larger set of fields from the packet header. However, for each individual rule a different sub-set of fields is relevant and the number of rules is smaller. Based on a specification of the usage case for our classifier we derive heterogeneous decision graph algorithm (HDGA), a heuristic approach to construct a decision tree classifier that integrates external lookup results for certain types of rules. We evaluate various parameters for optimizing the proposed decision tree and present simulation results to show the scalability of HDGA for typical problem sizes. This paper is concluded with the results of an implementation on our field-programmable gate-array (FPGA)-based prototyping platform.
Keywords
decision trees; field programmable gate arrays; logic design; multiprocessing systems; network-on-chip; quality of service; FPGA-based prototyping platform; MPSoC design; access control; decision tree classifier; field-programmable gate-array; heterogeneous decision graph algorithm; multifield packet classification; network processor; network quality-of-service; optimized packet assignment; packet header; processing path dispatcher; system-on-chip; Access control; Art; Classification tree analysis; Decision trees; Heuristic algorithms; IP networks; Prototypes; Quality of service; Scalability; System-on-a-chip; Communication systems; computer networks; network processors; packet classification;
fLanguage
English
Journal_Title
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-8210
Type
jour
DOI
10.1109/TVLSI.2008.2002048
Filename
4629345
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