fast forwarding table lookup exploiting gpu memory architecture date:100/12/14 publisher:ieee ictc...

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Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin Im Kookmin University

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Page 1: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup Exploiting GPU Memory Architecture

Date:100/12/14

Publisher:IEEE ICTC 2010

Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin Im

Kookmin University

Page 2: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

IntroductionTo speed up the software router processing

time,Packet Shader employers GPU to exploit the extensive parallelism that GPU can provide.

GPU contains a large number of small ALUs so that we can run the same number of threads as the number of ALUs

Page 3: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

IntroductionThree type memory in GPU1.Global Memory:highest bandwidth,large

size,but when two threads access the same location,the memory conflict should be resolved.

2.Constant Memory and Texture Memory do not show this problem and their access time is shorter,but size is too small to maintain forwarding table.

Page 4: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

IntroductionA new way of forwarding table lookup

mechanism,which exploits the constant memory so that we can speed up the table lookup procedure.

Page 5: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table LookupMaintain the whole forwarding table in the

global memory of GPU.Create indices in the constant memory(64KB).

Page 6: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table LookupCurrently the number of active BGP entries is

about 340,000.The number of prefixes with length of 16 or less

is 4.18%,24 is about 52%.Thus we expand all the prefixes of length less than 24 into multiple /24 prefixes.

The number of prefixes is still less than one million-20 bits.

Page 7: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Page 8: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Page 9: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Page 10: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Page 11: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Page 12: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Fast Forwarding Table Lookup

Search:13.1.9.11

Page 13: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Performance Evaluation

Page 14: Fast Forwarding Table Lookup Exploiting GPU Memory Architecture Date:100/12/14 Publisher:IEEE ICTC 2010 Author:Youngjun Lee,Minseon Jeong,Sanghwan Lee,Eun-Jin

Performance Evaluation