Hardware acceleration.kl.dlpr.sas.2013 final
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Data Classification Hardware Acceleration Ivan Manuylov Senior Software Developer, DLP Research Kaspersky Lab Security Analyst Summit 2013, Puerto Rico
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Transcript of Hardware acceleration.kl.dlpr.sas.2013 final
Data Classification Hardware Acceleration
Ivan ManuylovSenior Software Developer, DLP ResearchKaspersky LabSecurity Analyst Summit 2013, Puerto Rico
Security Analyst Summit 2013, Puerto Rico
Speed
PAGE 2
Security Analyst Summit 2013, Puerto Rico
Speed
PAGE 3
Security Analyst Summit 2013, Puerto Rico
Speed?
PAGE 4
Security Analyst Summit 2013, Puerto Rico
Speed?
PAGE 5
Security Analyst Summit 2013, Puerto Rico
Speed?
PAGE 6
Security Analyst Summit 2013, Puerto Rico
Speed?
PAGE 7
Hardware
Security Analyst Summit 2013, Puerto Rico
Cores
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Who has access to 1000+ cores?
Security Analyst Summit 2013, Puerto Rico
Purpose of GPU
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General Purpose computation on GPU
Security Analyst Summit 2013, Puerto Rico
How to use GPGPU
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Direct ComputeCross platformMulti vendorC kernelLanguages:
C/C++ .NETJavaRubyPython
WindowsMulti vendorHLSL kernelLanguages:
C++C++ AMP .NET
Cross platformNVIDIAC/C++ kernelLanguages:
C/C++ .NETJavaFortranPerlPython
Security Analyst Summit 2013, Puerto Rico
Kernel code
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Using of Hardware Acceleration
Security Analyst Summit 2013, Puerto Rico
Using of Hardware Acceleration
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Research
Security Analyst Summit 2013, Puerto Rico
Hardware
PAGE 16
CPU
Intel Core i5 – 7502.66 GHz4 coresDDR3:
667 MHz12 Gb/s
GPU
NVIDIA GeForce GTS 4501.6 GHz192 coresGDDR5:
1.8 GHz58 Gb/s
Fingerprinting
Security Analyst Summit 2013, Puerto Rico
Fingerprinting
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Security Analyst Summit 2013, Puerto Rico
Fingerprinting
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100 Kb
100 000 hashes
Security Analyst Summit 2013, Puerto Rico
Fingerprinting
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2x faster
Security Analyst Summit 2013, Puerto Rico
0 5000 10000 15000 20000 250000
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CPUGPU
2x
Fingerprinting
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CPU is better
GPU is better
Keywords
Security Analyst Summit 2013, Puerto Rico
Keywords
PAGE 23
Security Analyst Summit 2013, Puerto Rico
Keywords
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What is the performance boost?
Security Analyst Summit 2013, Puerto Rico
Keywords
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10+ times
What is the performance boost?
Security Analyst Summit 2013, Puerto Rico
Keywords
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0 10000 20000 30000 40000 50000 60000 700000
10000
20000
30000
40000
50000
60000
1000 keywords
CPUGPU10X
GPU is better
Epilogue
Security Analyst Summit 2013, Puerto Rico
Summary
PAGE 28
Fingerprints search 2x
Keywords search 10x
Security Analyst Summit 2013, Puerto Rico
We can do it!
PAGE 29
Data Classification Hardware Acceleration
Thank you!
Ivan Manuylov
Senior Software Developer, DLP Research,
Kaspersky Lab
Security Analyst Summit 2013, Puerto Rico
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