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Hardware acceleration of the
Burrows-Wheeler Alignment
jessica.leoni@mail.polimi.it
riccardo1.cavadini@mail.polimi.it
guidowalter.didonato@mail.polimi.it
Jessica Leoni
Riccardo Cavadini
Guido Walter Di Donato
2
The Context
• The bottleneck in genomics approaches is becoming
less and less about data generation and more and
more about data management, integration, analysis,
and interpretation1.
1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges
and opportunities." BMC medical genomics 8.1 (2015): 33.
• Genomics for personalized
medicine is a vastly growing
and promising field.
3
The Problem
1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges
and opportunities." BMC medical genomics 8.1 (2015): 33.
3,116,480
characters
3,088,286,401
characters
3
The Problem
1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges
and opportunities." BMC medical genomics 8.1 (2015): 33.
3,116,480
characters
3,088,286,401
characters
3
The Problem
1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges
and opportunities." BMC medical genomics 8.1 (2015): 33.
3,116,480
characters
3,088,286,401
characters
PROBLEMS:
STRING MATCHING TIME
SIZE OF THE DATA
4
The Idea
• Whole genome indexing through the Burrows-Wheeler
Transform2, which allows:
✓ Compression of the input genome
✓ Alignment of substring, even with mismatches.
2 - Burrows M and Wheeler D, A block sorting lossless data compression algorithm, Technical Report 124, Digital
Equipment Corporation, 1994.
• Hardware implementation
exploiting FPGA architecture to
achieve better performances.
5
Images from thenounproject.com
The Application
G
enom
e
Substrings
The user provides source files and simply gets results,
even without any knowledge of the underlying architecture.
Riccardo Cavadini
Jessica Leoni whallynecst@gmail.com
Thank you for your attention!
facebook.com/WHALLYatNECST
twitter.com/WHALLYatNECST
slideshare.com/WHALLYatNECST
whallynecst@gmail.com

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WhAlly Project Presentation

  • 1. Hardware acceleration of the Burrows-Wheeler Alignment jessica.leoni@mail.polimi.it riccardo1.cavadini@mail.polimi.it guidowalter.didonato@mail.polimi.it Jessica Leoni Riccardo Cavadini Guido Walter Di Donato
  • 2. 2 The Context • The bottleneck in genomics approaches is becoming less and less about data generation and more and more about data management, integration, analysis, and interpretation1. 1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges and opportunities." BMC medical genomics 8.1 (2015): 33. • Genomics for personalized medicine is a vastly growing and promising field.
  • 3. 3 The Problem 1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges and opportunities." BMC medical genomics 8.1 (2015): 33. 3,116,480 characters 3,088,286,401 characters
  • 4. 3 The Problem 1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges and opportunities." BMC medical genomics 8.1 (2015): 33. 3,116,480 characters 3,088,286,401 characters
  • 5. 3 The Problem 1 - Alyass, Akram, Michelle Turcotte, and David Meyre. "From big data analysis to personalized medicine for all: challenges and opportunities." BMC medical genomics 8.1 (2015): 33. 3,116,480 characters 3,088,286,401 characters PROBLEMS: STRING MATCHING TIME SIZE OF THE DATA
  • 6. 4 The Idea • Whole genome indexing through the Burrows-Wheeler Transform2, which allows: ✓ Compression of the input genome ✓ Alignment of substring, even with mismatches. 2 - Burrows M and Wheeler D, A block sorting lossless data compression algorithm, Technical Report 124, Digital Equipment Corporation, 1994. • Hardware implementation exploiting FPGA architecture to achieve better performances.
  • 7. 5 Images from thenounproject.com The Application G enom e Substrings The user provides source files and simply gets results, even without any knowledge of the underlying architecture.
  • 8. Riccardo Cavadini Jessica Leoni whallynecst@gmail.com Thank you for your attention! facebook.com/WHALLYatNECST twitter.com/WHALLYatNECST slideshare.com/WHALLYatNECST whallynecst@gmail.com