Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Computer Communication Networks Analysis and Design
Computer Communication Networks Analysis and Design
Speeding up TCP/IP: faster processors are not enough
PCC '02 Proceedings of the Performance, Computing, and Communications Conference, 2002. on 21st IEEE International
Support vector machines for spam categorization
IEEE Transactions on Neural Networks
A spam rejection scheme during SMTP sessions based on layer-3 e-mail classification
Journal of Network and Computer Applications
Targeting spam control on middleboxes: Spam detection based on layer-3 e-mail content classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
Packet-level open-digest fingerprinting for spam detection on middleboxes
International Journal of Network Management
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This paper proposes a prioritized e-mail servicing on e-mail servers to reduce the delay and loss of non-spam e-mails due to queuing. Using a prioritized two-queue scheme, non-spam e-mails are queued in a fast queue and given higher service priority than spam e-mails that are queued in a slow queue. Four prioritized e-mail service strategies for the two-queue scheme are proposed and analyzed. We modeled these four strategies using discrete-time Markov chain analysis under different e-mail traffic loads and service capacities. Non-spam e-mails can be delivered within a small delay, even under heavy e-mail loadings and high spam-to-non-spam a priori. Results from our analysis of the two-queue scheme show that it gives non-spam delay and loss probability two orders of magnitude smaller than the typical single-queue approach during heavy spam traffic. Moreover, prioritized e-mail servicing protects e-mail servers from spam attacks.