Title :
Experiences in Co-designing a Packet Classification Algorithm and a Flexible Hardware Platform
Author :
Vaish, Nilay ; Kooburat, Thawan ; De Carli, Lorenzo ; Sankaralingam, Karthikeyan ; Estan, Cristian
Abstract :
Algorithmic solutions to the packet classification problem in network equipment have long been a subject of study in academia and industry and with increases in network speeds they are becoming even more important. Since general purpose processors cannot meet performance and cost requirements, researchers have been assuming that ASICs or FPGAs are necessary for hardware implementation. Industry and academia have been working on SRAM-based platforms specialized for tables used in network equipment, but existing publications only describe the mapping of simpler exact match or prefix match lookups to such platforms. In this paper we adopt a software-hardware co-design approach mapping the EffiCuts algorithm to the PLUG platform. Our work confirms that this solution achieves high throughput (142 million packets per second) and low power (3.1 Watts). It identifies and evaluates changes to the original algorithm and to the platform that can improve throughput and memory utilization.
Keywords :
SRAM chips; data communication equipment; decision trees; hardware-software codesign; pattern classification; table lookup; ASIC; EffiCuts algorithm; FPGA; PLUG platform; SRAM-based platforms; decision-trees; flexible hardware platform; network equipment; packet classification algorithm; prefix match lookups; software-hardware codesign approach; Arrays; Decision trees; Plugs; Program processors; Programming; Random access memory; Tiles; Lookups; Network processing; Packet Classification; TCAM;
Conference_Titel :
Architectures for Networking and Communications Systems (ANCS), 2011 Seventh ACM/IEEE Symposium on
Conference_Location :
Brooklyn, NY
Print_ISBN :
978-1-4577-1454-2
Electronic_ISBN :
978-0-7695-4521-9
DOI :
10.1109/ANCS.2011.35