Title :
Energy-efficient non-volatile TCAM search engine design using priority-decision in memory technology for DPI
Author :
Hsiang-Jen Tsai ; Keng-Hao Yang ; Yin-Chi Peng ; Chien-Chen Lin ; Ya-Han Tsao ; Meng-Fan Chang ; Tien-Fu Chen
Author_Institution :
Dept. of CS, Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
TCAM-based search engines are widely used in regular expression matching across multiple packets. However, the use of priority encoder results in increased energy consumption of pattern updates and search operations. This work, proposes a promising memory technology, called Priority-Decision in Memory (PDM), which eliminates the need for priority encoders and removes restrictions on ordering, meaning that patterns can be stored in an arbitrary order without sorting their lengths. Moreover, we present a Sequential Input-State Search (SIS) scheme to disable the mass of redundant search operations in state segments, based on the analysis distribution of hex signatures in a virus database. Experimental results demonstrate that PDM-based technology can improve update energy consumption of nvTCAM search engines by 36%~67% because most of the energy in the latter is used to reorder. By adopting the SIS-based method to avoid unnecessarily search operations in a TCAM array, the search energy reduction is around 64% of nvTCAM search engines.
Keywords :
content-addressable storage; energy consumption; power aware computing; random-access storage; search engines; DPI; SIS scheme; deep packet inspection; energy consumption; energy-efficient nonvolatile TCAM search engine design; hex signature analysis distribution; nvTCAM search engines; pattern updates; priority encoder; priority-decision in memory technology; redundant search operations; regular expression matching; search energy reduction; sequential input-state search scheme; ternary content-addressable memory; virus database; Arrays; Energy consumption; Energy efficiency; Pattern matching; Random access memory; Registers; Search engines; Deep packet inspection; Memory structure; Non-volatile TCAM; Priority-decision in memory; search engine architecture;
Conference_Titel :
Design Automation Conference (DAC), 2015 52nd ACM/EDAC/IEEE
Conference_Location :
San Francisco, CA
DOI :
10.1145/2744769.2744836