Physical SciencesComputer ScienceHardware and Architecture

Network Packet Processing and Optimization

When data travels across a network, routers and security appliances must inspect each arriving packet in a fraction of a microsecond and decide what to do with it — forward it, block it, or flag it for deeper scrutiny — based on rules that can number in the tens of thousands. Doing this correctly and at line speed requires specialized hardware structures like ternary content-addressable memories (TCAMs), which trade silicon area and power for near-instantaneous rule lookup, alongside software algorithms that compress or reorder rule sets to fit within tight hardware budgets. The rise of encrypted traffic and increasingly complex security policies has pushed researchers toward faster regular expression matching engines and deep packet inspection techniques capable of identifying threats without becoming the bottleneck in high-throughput networks. Active challenges include scaling these architectures as rule sets grow, reducing the energy cost of TCAM-based lookup, and designing systems that can adapt in real time as network security policies change.

Works
20,971
Total citations
117,484
Keywords
Packet ClassificationDeep Packet InspectionContent-Addressable MemoryFirewall ConfigurationRegular Expression MatchingIntrusion Detection

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