DocumentCode :
1683940
Title :
A space- and time-efficient hash table hierarchically indexed by Bloom filters
Author :
Yu, Heeyeol ; Mahapatra, Rabi
Author_Institution :
Texas A&M Univ., College Station, TX
fYear :
2008
Firstpage :
1
Lastpage :
12
Abstract :
Hash tables (HTs) are poorly designed for multiple memory accesses during IP lookup and this design flow critically affects their throughput in high-speed routers. Thus, a high capacity HT with a predictable lookup throughput is desirable. A recently proposed fast HT (FHT) [20] has drawbacks like low on-chip memory utilization for a high-speed router and substantial memory overheads due to off-chip duplicate keys and pointers. Similarly, a Bloomier filter-based HT (BFHT) [13], generating an index to a key table, suffers from setup failures and static membership testing for keys. In this paper, we propose a novel hash architecture which addresses these issues by using pipelined Bloom filters. The proposed scheme, a hierarchically indexed HT (HIHT), generates indexes to a key table for the given key, so that the on-chip memory size is reduced and the overhead of pointers in a linked list is removed. Secondly, an HIHT demonstrates approximately 5.1 and 2.3 times improvement in on- chip space efficiency with at most one off-chip memory access, compared to an FHT and a BFHT, respectively. In addition to our analyses on access time and memory space, our simulation for IP lookup with 6 BGP tables shows that an HIHT exhibits 4.5 and 2.0 times on-chip memory efficiencies for 160 Gbps router than an FHT and a BFHT, respectively.
Keywords :
file organisation; filtering theory; IP lookup; Internet protocol; bloom filter; hash architecture; high-speed router; multiple memory access; off-chip memory access; on-chip memory utilization; pipelined Bloom filter; predictable lookup throughput; space-efficient hash table; time-efficient hash table; Analytical models; Associative memory; Bandwidth; Costs; Energy consumption; Information filtering; Information filters; Large-scale systems; Testing; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on
Conference_Location :
Miami, FL
ISSN :
1530-2075
Print_ISBN :
978-1-4244-1693-6
Electronic_ISBN :
1530-2075
Type :
conf
DOI :
10.1109/IPDPS.2008.4536275
Filename :
4536275
Link To Document :
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