クックパッドにおけるAWS GPUインスタンスの利用事例 / Powering by AWS GPU Instances in Cookpad Inc

Transcript

1. 
   ΫοΫύουʹ͓͚Δ
   "84
   (16Πϯελϯεͷ ར༻ࣄྫ ΫοΫύουגࣜձࣾ
   ݚڀ։ൃ෦
   છ୩༔Ұ࿠ !
   "NB[PO
   &$
   (16
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   ༔Ұ࿠
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   ‣ ౦޻େܭࢉ޻ֶ
   म࢜
   

   ‣ ΫοΫύουגࣜձࣾ
 ݚڀ։ൃ෦
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    ೥৽ଔೖࣾ

3. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
   ‣ 1ΠϯελϯεͷධՁ  "HFOEB

4. 

5.  Ϩγϐ਺
   ສ඼
   Ҏ্ ݄࣍ར༻ऀ਺
   ໿ ສਓ
   ೥݄຤࣌఺

6.  Χࠃʹల։ ݴޠʹରԠ ೥݄຤࣌఺

7. 7JSUVBM
   1SJWBUF
   $MPVE  All-in on AWS since 2011 Amazon S3 Amazon

   RDS Amazon Redshift

8. 7JSUVBM
   1SJWBUF
   $MPVE  All-in on AWS since 2011 Amazon S3 Amazon

   RDS Amazon Redshift Amazon EC2

9. ྉཧ͖Ζ͘  ৞ΈࠐΈχϡʔϥϧωοτϫʔΫ
   ʹΑΔྉཧը૾ͷࣗಈೝࣝ εϚʔτϑΥϯͷࣸਅͷ಺ɺ
   ྉཧࣸਅΛࣗಈతʹऩूه࿥

10. ྉཧ͖Ζ͘  ৞ΈࠐΈχϡʔϥϧωοτϫʔΫ
    ʹΑΔྉཧը૾ͷࣗಈೝࣝ εϚʔτϑΥϯͷࣸਅͷ಺ɺ
    ྉཧࣸਅΛࣗಈతʹऩूه࿥ IUUQTTQFBLFSEFDLDPNBZFNPTNBDIJOFMFBSOJOHPQTBUDPPLQBE

11. 7JSUVBM
    1SJWBUF
    $MPVE  All-in on AWS since 2011 Amazon S3 Amazon

    RDS Amazon Redshift Amazon EC2

12.  ‣ $6%"
    ‣ DV%// CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8

    cuDNN6

13.  ‣ $6%"
    ‣ DV%// IUUQTBXTBNB[PODPNBNB[POBJBNJT CUDA9 cuDNN7 CUDA8 cuDNN7

    CUDA8 cuDNN6

14. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... 

15. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... ssh "Create" 

16. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... 

17. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... API

    Gateway Outgoing Webhook {text: "Create instance"} Incoming Webhook "Created! => ssh ayemos-workbench-001" (Lambda Proxy) {text: "Create instance"} 1. Route command 2. Perform operations (on EC2) 3. Send the responce back via webhook 

18. CUDA9 cuDNN7 CUDA8 cuDNN7 CUDA8 cuDNN6 ... `ssh` ... API

    Gateway Outgoing Webhook {text: "Create instance"} Incoming Webhook "Created! => ssh ayemos-workbench-001" (Lambda Proxy) {text: "Create instance"} 1. Route command 2. Perform operations (on EC2) 3. Send the responce back via webhook 

19. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
    ‣ 1ΠϯελϯεͷධՁ  "HFOEB

20. ‣ ΫοΫύουͷ࣮ݧ؀ڥʹ͓͚Δ(16ར༻ঢ়گ
    ‣ 1ΠϯελϯεͷධՁ  "HFOEB 4QPJMFS ʮ1͸࠷ߴʯ

21. ‣ ࠷ߴ 

22. ‣ ΧςΰϦ߹ܭສຕͷը૾Λ࢖ͬͨ$MBTTJpFSͷֶश
     (PPH-F/FUΛ࢓༷
     ීஈΫοΫύουͰߦΘΕ͍ͯΔΑ͏ͳ࣮ݧʹ͍ۙ΋ͷ
    ‣ 
    FQPDIͷֶशʹֻ͔Δ࣌ؒΛ11Ͱൺֱ 

    ϕϯνϚʔΫ

23.  1
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24. ‣ ࣮ݧͷ࣮ߦ࣌ؒ͸ߴʑ਺࣌ؒͰ͋Δ͜ͱ͕ଟ͍
 
    .VMUJ
    (16ͷར༻ɺ෼ࢄʹର͢Δχʔζ͸ ݱঢ় ͋·Γߴ͘ͳ͍
    ‣ ֶशεΫϦϓτͷ.VMUJ
    (16ରԠ͸ͦΕࣗମ࣮૷ίετ͕͋Δ
    ‣ ͳͷͰɺϘʔυ୯ମ͕ૣ͘ͳΔͷ͸ͱͯ΋خ͍͠
    

    ߟ࡯

25. ‣ 1ͷ͍͍ͱ͜Ζ
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     ຕຕ͕଎͍  ·ͱΊ

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