機械学習とデータ分析を支えるマルチクラウドなアーキテクチャの紹介/Multi Cloud Architecture Supporting Machine Learning and Data Analysis

機械学習とデータ分析を支えるマルチクラウドなアーキテクチャの紹介/Multi Cloud Architecture Supporting Machine Learning and Data Analysis

Multi Cloud Architecture Supporting Machine Learning and Data Analysis in iQON.
at Minami Aoyama Night #1

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Masayuki Imamura

December 09, 2016
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  1. 14.

    RDS/Aurora Log Aggregater GoogleDataProc MongoDB GoogleDrive (SpreadSheet) API Server Web

    Server fluentd fluentd fluentd iQONͷϩάσʔλ·ΘΓͷΞʔΩςΫνϟ iOS/Android Puree AWS GCP BigQuery ΦϯϓϨ Tesla K Series / GTX1080
  2. 24.

    BIπʔϧൺֱ ྉۚ #JH2VFSZ ୳ࡧత෼ੳ ߴػೳ ར఺ ܽ఺ 5BCMFBV%FTLUPQ 4FSWFS ༗ྉ

    ˓ ˓ ˓ େ͖ͳσʔλ΋ಡΈ ࠐΊΔ ߴ͍ %BUB4UVEJP ແྉ ˓ ✕ ✕ ͍҆ ࡞ΕΔϘʔυ͸ͭ· Ͱ FYQMPSBUPSZ ༗ྉ ˚ ˓ ˓ LNFBOT47%͕6*Ͱ Ͱ͖Δ όά͕ଟ͍ɺେ͖͍ σʔλಡΈࠐΊͳ͍ SFEBTI ແྉ ˓ ✕ ˚ ͍҆ όά͕ଟ͍ 2VJDL4JHIU ༗ྉ ✕ ✕ ˚ "84ͱͷ਌࿨ੑ #2ະରԠ 4VQFSTFU ແྉ ✕ ✕ ˚ ͍҆ #2ະରԠ 1PXFS#* ༗ྉ ✕ ˓ ˓ .4ͱͷ਌࿨ੑ #2ະରԠ %PNP ༗ྉ ˓ ˓ ˓ ೔ຊͷେखۀͷಋೖ ࣄྫଟ਺ ߴ͍ ࡉ͔͍ൺֱ͸ޙ೔هࣄʹͯ঺հ༧ఆ
  3. 27.
  4. 29.

    ྨࣅը૾APIͷΞʔΩςΫνϟ " 8 4 ( $ 1 Φ ϯ ϓ

    Ϩ ಛఆͷΞΠςϜʹྨࣅ͍ͯ͠ΔΞΠςϜ͕දࣔ͞ΕΔ ಛ௃ྔநग़εςοϓ ྨࣅ౓ܭࢉεςοϓ ΞΠςϜදࣔεςοϓ
  5. 30.

    ྨࣅը૾APIͷΞʔΩςΫνϟ "1*4FSWFS &$
 "1*3BJMT BigQuery Tesla / GTX1080 / Chainer

    2.ը૾ΛDLɺಛ௃ྔநग़ GCP Batch / Python ֶश༻σʔλऔಘ " 8 4 ( $ 1 Φ ϯ ϓ Ϩ ը૾ͷಛ௃ྔΛอଘ ಛ௃ྔσʔλऔಘ ྨࣅ౓ܭࢉ ྨࣅը૾ܭࢉ݁Ռอଘ &$ #BUDI3VCZ 3FEJT ܭࢉࡁΈσʔλऔಘ Ωϟογϡ࡞੒ ྨࣅը૾σʔλऔಘ ಛఆͷΞΠςϜʹྨࣅ͍ͯ͠ΔΞΠςϜ͕දࣔ͞ΕΔ
  6. 31.

    ϨίϝϯυΤϯδϯͷΞʔΩςΫνϟ(όονॲཧ൛) &$
 "1*3BJMT BigQuery GCP Batch / Python ߦಈσʔλऔಘ ਪન಺༰ܭࢉ

    ਪન݁Ռอଘ &$ #BUDI3VCZ 3FEJT ਪન݁Ռऔಘ Ωϟογϡ࡞੒ ਪન݁Ռऔಘ " 8 4 ( $ 1 ೔ճɺϢʔβʔͷᅂ޷ʹ͋ͬͨΞΠςϜ͕දࣔ͞ΕΔ
  7. 32.

    ϨίϝϯυΤϯδϯͷΞʔΩςΫνϟ(ΦϯϥΠϯॲཧ൛) &$
 "1*3BJMT BigQuery GCP Batch / Python " 8

    4 ( $ 1 ߦಈσʔλऔಘ ਪન಺༰ܭࢉ ਪન݁Ռอଘ GCP ߋ৽API / Flask ਪન݁Ռܭࢉˍߋ৽ ߦಈ݁Ռૹ৴ 3&45 ਪન݁Ռऔಘ ਪન݁Ռऔಘ 3&45 Ϣʔβʔ͕ΞΠςϜΛݟΔͨͼʹΦεεϝΞΠςϜ͕มΘͬͯදࣔ͞ΕΔ 3FEJT
  8. 33.