|
ABSTRACT
The ability to provide differentiated services to users with widely varying requirements is becoming increasingly important, and Internet Service Providers would like to provide these differentiated services using the same shared network infrastructure. The key mechanism, that enables differentiation in a connectionless network, is the packet classification function that parses the headers of the packets, and after determining their context, classifies them based on administrative policies or real-time reservation decisions. Packet classification, however, is a complex operation that can become the bottleneck in routers that try to support gigabit link capacities. Hence, many proposals for differentiated services only require classification at lower speed edge routers and also avoid classification based on multiple fields in the packet header even if it might be advantageous to service providers. In this paper, we present new packet classification schemes that, with a worst-case and traffic-independent performance metric, can classify packets, by checking amongst a few thousand filtering rules, at rates of a million packets per second using range matches on more than 4 packet header fields. For a special case of classification in two dimensions, we present an algorithm that can handle more than 128K rules at these speeds in a traffic independent manner. We emphasize worst-case performance over average case performance because providing differentiated services requires intelligent queueing and scheduling of packets that precludes any significant queueing before the differentiating step (i.e., before packet classification). The presented filtering or classification schemes can be used to classify packets for security policy enforcement, applying resource management decisions, flow identification for RSVP reservations, multicast look-ups, and for source-destination and policy based routing. The scalability and performance of the algorithms have been demonstrated by implementation and testing in a prototype system.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
M.L. Bailey, B.Gopal, M.Pagels, L.L.Peterson, and P. Sarkar. PATHFINDER: A pattern-based packet classifter. In Proceedings of the First Symposium on Operating Systems Design adn Implementation, November 1994.
|
| |
2
|
|
| |
3
|
P. Van Erode Boas, R. Kaas, and E. Zijlstra. Design and implementation of an efficient priority queue. Mathematical Systems Theory, 10:99-127, 1977.
|
| |
4
|
J. Boyle. RSVP Extensions for CIDR Aggregated Data Flows. in Internet Draft, http://www.internic.net/internetdrafts/draft-ietf-rsvp-cidr-ext-01.txt, 1997.
|
| |
5
|
|
| |
6
|
|
| |
7
|
B. Chazelle and L.J. Guibas. Fractional cascading, i. a data structuring technique. Algorithmica, 1(2):133-62, 1986.
|
| |
8
|
B. Chazelle and L.J. Guibas. Fractional cascading, ii. applications. Algorithmica, 1(2):163-191, 1986.
|
| |
9
|
|
| |
10
|
D. Clark. Service Allocation Profiles. In Internet Draft, http://www.internic.net/internet-drafts/draftclark-diff-svc-alloc-00.txt, 1997.
|
| |
11
|
K.L. Clarkson. New applications of random sampling in computational geometry. Discrete ~4 Computational Geometry, 2:195-222, 1987.
|
| |
12
|
|
| |
13
|
D. Estrin, D. Farinacci, A. Helmy, D. Thaler, S. Deering, M. Handley, V. Jacobson, C. Liu, P. Sharma, and L. Wei. Protocol independent multicast - sparse mode : Protocol specification. In RFC 2117, June 1997.
|
| |
14
|
D. Estrin, J. Postel, and Y. Rekhter. Routing arbiter architecture. In ConneXions, volume 8, pages 2-7, August 1994.
|
| |
15
|
V. Fuller et. al. Classless Inter-Domain Routing. In RFC1519, ftp://ds.internic.net/rfc/rfc1519, txt, June 1993.
|
| |
16
|
J.C.Mogul, R.F.Rashid, and M.J.Accetta. The packet filter: An efficient mechanism for user level network code. Technical Report 87.2, Digital WRL, 1987.
|
 |
17
|
Kimberly C. Claffy , George C. Polyzos , Hans-Werner Braun, Application of sampling methodologies to network traffic characterization, Conference proceedings on Communications architectures, protocols and applications, p.194-203, September 13-17, 1993, San Francisco, California, United States
|
| |
18
|
T. Li and Y. Rekhter. Provider Architecture for Differentiated Services and Traffic Engineering (PASTE). In Internet Draft, http://www.internic.net/internetdrafts/draft-li-paste-00.txt, 1998.
|
| |
19
|
S. McCanne and V. Jacobson. The BSD packet filter: A new architecture for user-level packet capture. In USENIX Technical Conference Proceedings, pages 259- 269, Winter 1994.
|
| |
20
|
N. McKeown, V Anantharam, and J. Walrand. Achieving 100% throughput in an input-queued switch. In Proceedings of INFOCOM'96, pages 296-302, March 1996.
|
| |
21
|
Mitsubishi, http://www, mit s ubis hichips, co m / eram / er am. ht m. eRAM- Memory and Logic on a chip, 1997.
|
| |
22
|
|
| |
23
|
P. Van Emde Boas. Preserving order in a forest in less than logarithmic time. In Proceedings of 16th IEEE Conference on Foundations of Computer Science, pages 75-84, 1975.
|
| |
24
|
K. Thomson, G.J. Miller, and R. Wilder. Wide-area traffic patterns and characteristics. IEEE Network, December 1997.
|
| |
25
|
Toshiba America Electronic Components. CMOS dRA- MASIC Families, 1997.
|
| |
26
|
D. Waitzman, C. Partridge, and S. Deering. Distance Vector Multicast Routing Protocol. In RFC1075, fip ://ds. internic, net/rfc/rfc1075, txt, June 1993.
|
| |
27
|
M. Yuhara, B.N. Bershad, C.Maeda, J.Eliot, and B. Moss. Efficient packet demultiplexing for multiple endpoints and large messages. In USENIX Technical Conference Proceedings, Winter 1994.
|
| |
28
|
L. Zhang, S. Deering, D. Estrin, S. Shenker, and D. Zappala. RSVP: A new resource reservation protocol. IEEE Network, 7(5):8-18, September 1993.
|
CITED BY 69
|
|
|
|
|
|
|
|
|
|
|
Faraydon Karim , Anh Nguyen , Sujit Dey , Ramesh Rao, On-chip communication architecture for OC-768 network processors, Proceedings of the 38th conference on Design automation, p.678-683, June 2001, Las Vegas, Nevada, United States
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Sumeet Singh , Florin Baboescu , George Varghese , Jia Wang, Packet classification using multidimensional cutting, Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications, August 25-29, 2003, Karlsruhe, Germany
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nadia Shalaby , Andy Bavier , Yitzchak Gottlieb , Scott Karlin , Larry Peterson , Xiaohu Qie , Tammo Spalink , Mike Wawrzoniak, Building extensible routers using network processors: Research Articles, Software—Practice & Experience, v.35 n.12, p.1155-1194, October 2005
|
|
|
|
|
|
Duo Liu , Bei Hua , Xianghui Hu , Xinan Tang, High-performance packet classification algorithm for many-core and multithreaded network processor, Proceedings of the 2006 international conference on Compilers, architecture and synthesis for embedded systems, October 22-25, 2006, Seoul, Korea
|
|
|
|
|
|
Sarang Dharmapurikar , Haoyu Song , Jonathan Turner , John Lockwood, Fast packet classification using bloom filters, Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems, December 03-05, 2006, San Jose, California, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Haipeng Cheng , Zheng Chen , Bei Hua , Xinan Tang, Scalable packet classification using interpreting: a cross-platform multi-core solution, Proceedings of the 13th ACM SIGPLAN Symposium on Principles and practice of parallel programming, February 20-23, 2008, Salt Lake City, UT, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Motasem Aldiab , Emi Garcia-Palacios , Danny Crookes , Sakir Sezer, Packet classification by multilevel cutting of the classification space: an algorithmic-architectural solution for IP packet classification in next generation networks, Journal of Computer Systems, Networks, and Communications, 2008, p.1-14, January 2008
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|