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Avatar for Shuhei Kimura Shuhei Kimura
November 15, 2017
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 pmconf2017

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Shuhei Kimura

November 15, 2017
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Transcript

  1. ʰΤϯδχΞ͕ϓϩμΫτϚωʔδϟʔͱͯ͠ͷ ໾ׂΛશ͏͢ΔͨΊʹͳʹΛ͢Δ΂͖͔ʱ גࣜձࣾαΠόʔΤʔδΣϯτ ΞυςΫελδΦ%ZOBMZTU ໦ଜऺฏ

  2. 1SPpMF ໊લ  ໦ଜऺฏ4IVIFJ,JNVSB   IUUQTXXXGBDFCPPLDPNTIVIFJLJNVSB ॴଐ  גࣜձࣾαΠόʔΤʔδΣϯτ

      ΞυςΫຊ෦"E5FDI4UVEJP%ZOBMZTU    1SPEVDU.BOBHFS4PGUXBSF&OHJOFFS ܦྺ  d޿ࠂޮՌܭଌγεςϜͷ։ൃdBT&OHJOFFSd  d1$ͷ35#޿ࠂ഑৴ʹ͓͚Δ࠷దԽΤϯδϯͷઃܭ։ൃdBT&OHJOFFSd  d41޲͚ւ֎%41γεςϜͷઃܭ։ൃdBT&OHJOFFSd  d41޲͚μΠφϛοΫϦλʔήςΟϯά޿ࠂ഑৴γεςϜͷઃܭ։ൃ dBT&OHJOFFS˰BT1SPEVDU.BOBHFSd

  3. "HFOEBPGUIJTTFTTJPO 5IFOFFETPG1SPEVDU.BOBHFS ΤϯδχΞ͔ΒΈͨϓϩμΫτϚωʔδϟʔͷ໾ׂ ͦͷ໾ׂ͸ΤϯδχΞʹ΋Ͱ͖Δʁ ໾ׂΛશ͏͢ΔͨΊʹඞཁͩͱࢥ͏͜ͱY 1SPEVDU.BOBHFSJO"DUJPO %ZOBMZTU  தن໛૊৫ͷ1SPEVDU.BOBHFNFOU$ZDMF 5SZ

     $PODMVTJPO

  4. 5IF/FFETPG1SPEVDU.BOBHFS

  5. ΤϯδχΞ͔ΒΈͨϓϩμΫτϚωʔδϟʔͷ໾ׂ 4PGUXBSF&OHJOFFST 1SPEVDU.BOBHFS ͜ͷػೳ͸͜͏͍͏࢓༷ Ͱ͍͍ͷ͔͠Βʁ ͜ͷ-JCSBSZ࢖࣮ͬͯ૷͢ Ε͹؆୯ʹ࣮ݱͰ͖ͦʔ ͜Ε͍ͭ·Ͱʹ։ൃ ऴΘͬͯΕ͹͍͍Μ ͚ͩͬʁ

    ͜ͷػೳͳΜͷͨ ΊʹඞཁͳΜʁ ͋ͷػೳͱඍົʹ ඃΔ͔Β੔ཧͨ͠ ͍Ͷ ʓʓͳਓ͕ͨͪ99ͳ͜ͱͰࠔ͍ͬͯͯɺ :::ͳػೳΛ༻ҙͯ͋͛͠Δ͜ͱͰɺղܾ ͍ͨ͠ΜͩΑͶɻ ظݶ͸ಛʹͳ͍Μ͚ͩͲɺ ͦΜͳʹେมͳ։ൃͰ͸ͳ͍ͱࢥ͏͔Βɺ αΫοͱ͓ئ͍͍ͨ͠ɻ 1SPEVDU.BOBHFSʢ 1SPKFDU.BOBHFSʣ ͳͻͱͩͱߟ͑ΒΕΔ͜ͱ͕ଟ͍Α͏ʹࢥ͍·͢ɻ

  6. ͲΜͳ΋ͷΛ࡞Δ͔ʁ 8)"58): Ͳ͏͍͏෩ʹ࡞Δ͔ʁ 8)&/)08 ΤϯδχΞʹ΋ͦͷ໾ׂͬͯͰ͖Δͷʁ ʓʓͳਓ͕ͨͪ99ͳ͜ͱͰࠔ͍ͬͯͯɺ :::ͳػೳΛ༻ҙͯ͋͛͠Δ͜ͱͰɺղܾ ͍ͨ͠ΜͩΑͶɻ ظݶ͸ಛʹͳ͍Μ͚ͩͲɺ ͦΜͳʹେมͳ։ൃͰ͸ͳ͍ͱࢥ͏͔Βɺ

    αΫοͱ͓ئ͍͍ͨ͠ɻ

  7. ͲΜͳ΋ͷΛ࡞Δ͔ʁ ୭͕ҝͷϞϊ͔Λ஌͍ͬͯΔ͜ͱ ػೳϦϦʔεͷ࢓ํʢ৘ใͷྲྀ௨ʣ ϦϦʔεޙͷʮӡ༻ʯͷݟཱͯ Ͳ͏͍͏෩ʹ࡞Δ͔ʁ Ͳ͏͍͏෩ʹ࣮ݱ͢Δ͔ͷ͋Δఔ౓ͷΞς ݱঢ়ͷΤϯδχΞνʔϜͷঢ়گ೺Ѳ ͍ͭ·Ͱʹ࡞Δ͔ͷܾΊ ΤϯδχΞʹ΋ͦͷ໾ׂͬͯͰ͖Δͷʁ ʓʓͳਓ͕ͨͪ99ͳ͜ͱͰࠔ͍ͬͯͯɺ

    :::ͳػೳΛ༻ҙͯ͋͛͠Δ͜ͱͰɺղܾ ͍ͨ͠ΜͩΑͶɻ ظݶ͸ಛʹͳ͍Μ͚ͩͲɺ ͦΜͳʹେมͳ։ൃͰ͸ͳ͍ͱࢥ͏͔Βɺ αΫοͱ͓ئ͍͍ͨ͠ɻ ͜Ε͕ҙ֎ͱ೉͍͠ΜͰ͢ɻɻɻ

  8. Կ͕೉͍͠ͷ͔ʁd1.ΛऔΓר͘؀ڥd 4PGUXBSF&OHJOFFST .BSLFU&OWJSPONFOU 1SPEVDU4BMFT #VTJOFTT&YFDVUJWF ͋ΒΏΔྗֶ͕ಇ͍͍ͯΔ؀ڥԼͰɺʮྫྷ੩ʹʯʮྫྷ੩ʹʯ ҙࢥܾఆΛ͢ΔɺεϖοΫͰ͍͏ͱϝϞϦ͕݁ߏཁٻ͞ΕΔ໾ׂ FUD

  9. Կ͕೉͍͠ͷ͔ʁd࡞Δͷ΋ചΔͷ΋ങ͏ͷ΋ώτd ʮ࿦ཧతʹʯਖ਼͍͠ϞϊΛਖ਼͍ͭͬͯ͘͘͠Δ͚ͩͰ͸μϝͳ৔߹͕͋Δ ࡞͚ͬͨΕͲηʔϧεͮ͠Β͍Ϟϊ ηʔϧε͠΍͍͚͢Ͳɺ͔ͳΓ࣮ݱ͕ͮ͠Β͍Ϟϊ ޿ࠂओʹͱͬͯ͸Α͍Ϟϊ͚ͩͲɺ୅ཧళʹͱͬͯ͸Α͘ͳ͍Ϟϊ ΤϯδχΞόοΫάϥ΢ϯυ͔Βߟ͑Δͱɺ ࠷΋Ϊϟοϓʹۤ͠Ήੈք؍ͷͻͱͭ

  10. ʢܦݧଇʣ໾ׂΛશ͏͢ΔͨΊʹඞཁͩͱࢥ͏͜ͱ ҙࢥܾఆΛ͢Δ มԽΛଊ͑Δ ೤ྔͱ৴೦

  11. ҙࢥܾఆΛ͢Δ

  12. ҙࢥܾఆʹ͓͚ΔΤϯδχΞతͳཁૉ ྫʣJ04͔Β*51౥ࡌ͞ΕΔ͚ͲɺӨڹͲΜ͚ͩʔʁ σʔλʹجͮ͘ҙࢥܾఆ Ծઆཱͯ σʔλ෼ੳͳͲ  ΞυϗοΫʹσʔλΛग़ͤΔεΩϧ͸໾ʹཱͭ ҙࢥܾఆ὎ʮਫ਼౓ʯʮεϐʔυʯ J04ͷͱ͖ͲΕ͘Β͍ ͷීٴεϐʔυͩͬͨʁ

    ݱঢ়ͷ഑৴ʹ͓͚ΔJ04 "OESPJEͷൺ཰ͲΕ͘Β ͍ͩͬͨʁ ֤&YDIBOHFͰΈΔͱʁ ֤͓٬͞ΜͰΈΔͱʁ ୅ཧళͷ୲౰ऀͷݟղ͸ ͓٬͞Μ͸Ͳ͏͔ʁ *"#ͷํ਑͸ʁ ڝ߹͸Ͳ͏͍͏ରԠΛݕ ౼͍ͯ͠Δ͔ʁ

  13. ҙࢥܾఆʹ͓͚ΔඇΤϯδχΞతʹΈ͑Δཁૉ ྫʣ1MBO"Λ࣮ࢪ͢ΔͳΒ1MBO#͸࣮ࢪͰ͖ͳ͍ɾɾ ࿦ཧతʹ౴͕͑ग़ʹ͍͘՝୊ʹର͢Δҙࢥܾఆ 1MBO" 1MBO# σʔλʹجͮ͘ҙࢥܾఆ὎Ҿ͖෼͚ Ͳ͏͢Δʁ ૊৫ώτ͕νϥͭ͘ ܾΊΔ੹೚݁Ռ੹೚͸1. ὎ܾΊ·͠ΐ͏

    ˞ܾΊΔ༐ؾ͚ͩͰ͸ͳ͘ɺ Պֶʹ΋པͬͯΈ·͠ΐ͏ɻ ώτ͕ೲಘ͠΍͍͢ϞσϧΛར༻͠·͠ΐ͏ɻ

  14. ֶͼ ՄೳͳݶΓɺσʔλʹج͍ͮͯਫ਼౓ߴ͘ҙࢥܾఆͰ͖Δͱؾ࣋ ͪ͸ਵ෼ͱָʹͳΓ·͢ɻ ͨͩ͠ɺΘ͔Βͳ͍͔ΒܾΊΒΕͳ͍ͱ͍͏ͷ͸ɺҰ൪΍ͬͯ ͸͍͚ͳ͍ߦҝͩͱࢥ͍·͢ɻʢޙճ͠ʹ͢Δͱ͍͏ͷ΋ॏཁ ͳҙࢥܾఆʣ σʔλ෼ੳج൫ͷॏཁੑΛޠΕΔɺ ࡞ΕΔͱ͍͏ҙຯͰΤϯδχΞͱͯ͠ͷόοΫάϥ΢ϯυ͸࢖ ͍෺ʹͳΔͱײͯ͡·͢ɻ

  15. มԽΛଊ͑Δ͜ͱ

  16. มԽΛଊ͑Δ͏͑ͰͷΤϯδχΞతͳཁૉ ྫʣ$͕ࣾ"UUSJCVUJPO"XBSF#JEEJOHͱ͍͏࿦จΛग़ͨ͠ ྫʣ(ࣾͷ޿ࠂΞΧ΢ϯτߏ଄͕ͲΜͲΜγϯϓϧԽ͍ͯͬͯ͠Δ ද૚͚ͩͰͳ͘ɺຊ࣭Λଊ͑Δ ΞυςΫϊϩδʔ͸ ͦͷ໊ͷ௨Γɺ ςΫϊϩδʔ͕ॏཁͳྖҬ ώτͷೖࡳΛ௒͑ΔςΫ ϊϩδʔ͕ຊ֨తʹ࢓্ ͕͖ͬͯͨʁ

    ػցֶशʹجͮ͘ɺ $53$73༧ଌͷ࠷ઌ୺͸Ͳ ͏͍͏ͱ͜Ζ·Ͱ͍ͬͯΔͷ ͔ʁ%FFQ-FBSOJOHΛԠ༻͢ ΔࣄྫͰ͖ͯͨʁ ୅ཧళͷϓϨθϯε͸ ࠓޙͲ͜ʹͳΔʁ ചΕͯΔͱ͍͏ࣄ͸ɺ ड͚ೖΕΒΕ͍ͯΔʁ

  17. มԽΛଊ͑Δ͏͑ͰͷඇΤϯδχΞతʹΈ͑Δཁૉ ྫʣ"͕ࣾ̋̋ͱ͍͏঎඼Λ։ൃͨ͠ɺചΕͯΔΒ͍͠ ྫʣ#ࣾ͸ಉ༷ͷ঎඼Λ։ൃதΒ͍͠ ਓ΍૊৫ʹඥͮ͘ߦಈͷมԽ ಛʹ֎෦؀ڥ͸ཧղͮ͠Β͍ ͳͥͦ͏ͳ͍ͬͯΔͷ͔ʁ ୅ཧళʹώΞϦϯάͯ͠ΈΔ ͓٬͞ΜʹώΞϦϯάͯ͠ΈΔ σʔλʹදΕͳ͍৺ཧͷมԽ΋ॏཁ ௚ײతͳԾઆཱͯ

    Ͳ͏͍͏ྗֶͰ૊৫͸ಈ͍͍ͯΔͷ͔ ໨ඪઃܭͱώτͷಈ͖

  18. ֶͼ ઐ໳తͳٕज़஌͕ࣝඞཁͳมԽݕ஌͸ڧΈͱͯ͠ੵۃతʹ׆͔͢΂ ͠ɻ มԽ͸͍Ζ͍Ζͳ֯౓͔Βى͖ΔͷͰɺ ઐ໳֎ͷද૚ͷมԽ΋ΈΔΑ͏ʹ͓ͯ͘͠ͱɺ఺ͱ఺͕ઢʹมΘ Δॠؒ͸͋ΔΑ͏ʹࢥ͍·͢ɻ Ϗδωε͸࿦ཧ͚ͩͰ͸੒ཱ͍ͯ͠ͳ͍͜ͱ΋͋ΔͷͰɺ ͦ͜Λڐ༰͢ΔϚΠϯυηοτ͸ॏཁͦ͏Ͱ͢ɻ

  19. ೤ྔͱ৴೦

  20. ֶͼ ։ൃ͢Δͷ΋ɺηʔϧε͢Δͷ΋ɺ࢖͏ͷ΋جຊతʹώτ Ͱ͢ɻ ։ൃ͢Δώτʹ͸։ൃ͢Δώτ޲͚ͷݴ༿Ͱɺηʔϧε͢ Δώτʹ͸ηʔϧε͢Δώτ޲͚ͷݴ༿Ͱ͔ͬ͠Γ఻͑Δ ౒ྗ͸ඞཁͰ͢ɻ গͮͭ͠ڞ௨ݴޠΛ૿΍͢ͷ΋1.ͷ࢓ࣄͷޮ཰ʹӨڹ͠ ͦ͏ͷࢥ͍·͢ɻ

  21. ʢվΊͯʣ໾ׂΛશ͏͢ΔͨΊʹඞཁͩͱࢥ͏͜ͱ ҙࢥܾఆΛ͢Δ มԽΛଊ͑Δ ೤ྔͱ৴೦

  22. 1SPEVDU.BOBHFSJO"DUJPO %ZOBMZTU

  23. %ZOBMZTUͱ͍͏αʔϏεࣄۀ

  24. %ZOBMZTUʹ͓͚Δ1SPEVDU.BOBHFS 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T &OHJOFFS1. Y #VTJOFTT1. ͰνʔϜΛ૊ΜͰ 1SPEVDU.BOBHFNFOU Λ࣮ࢪ͍ͯ͠·͢

  25. &OHJOFFS1.#VTJOFTT1. 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1.͕ಘҙͳྖҬ #J[1.͕ಘҙͳྖҬ 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD

  26. 8FFLMZ1SPEVDU%FW1MBOOJOH.5( 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD $BQBCJMJUZ 0QQPSUVOJUZ 3JTLFUD 1SPEVDU3PBE.BQ

  27. 8FFLMZ1SPEVDU%FW1MBOOJOH4IBSF.5( 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD $BQBCJMJUZ 0QQPSUVOJUZ 3JTLFUD 1SPEVDU3PBE.BQ

  28. 1%$"GPS&BDI4UPSZJO&BDI5FBN 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD $BQBCJMJUZ 0QQPSUVOJUZ 3JTLFUD 1SPEVDU3PBE.BQ

  29. 8FFLMZ,15JO&BDI5FBN 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD $BQBCJMJUZ 0QQPSUVOJUZ 3JTLFUD 1SPEVDU3PBE.BQ

  30. 8FFLMZ,15JO&BDI5FBN 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD $BQBCJMJUZ 0QQPSUVOJUZ 3JTLFUD 1SPEVDU3PBE.BQ ৘ใ͸ৗʹಁ໌ੑͷ͋Δ ঢ়ଶʹ͓ͯ͘͠ ίϝϯτ ίϝϯτ

  31. .POUIMZ1SPEVDU1MBOOJOH,15 4PGUXBSF&OHJOFFST #VTJOFTT4BMFT 1.T .BSLFU&OWJSPONFOU %FW1. #J[1. 1BQFST  044UFDI

    FUD 1SFTT 3FMFBTF  "E"HFODJFT FUD

  32. Ұ࿈ͷྲྀΕͷதͰ1.ͱͯ͠ؾΛ͚͍ͭͯΔ͜ͱ ҙࢥܾఆΛ͢Δ มԽΛଊ͑Δ ೤ྔͱ৴೦ ܾ·͍ͬͯͳ͍͜ͱ͕૿͑Δͱɺ ૊৫͕ػೳෆશʹؕΓ·͢ ͍·΍͍ͬͯΔ͜ͱ͔Βํ޲స׵͢Δ͜ ͱ΋͋Γ·͢ʢ΋ͪΖΜͳ͍Α͏ʹ͍ͨ͠ʣ ੒Ռʹ݁ͼ͔ͭͳ͍͜ͱ͕૿͑Δͱ૊৫ ͷ৺ཧঢ়ଶ΋มΘΓ·͢

    ΤϯδχΞͱηʔϧεͷڞ ௨ݴޠΛ૿΍ͭͭ͠ɺجຊ తʹ͸ͦΕͧΕʹ࠷దԽ

  33. $PODMVTJPO

  34. $PODMVTJPOdී௨ͷΤϯδχΞ͔ΒͰ΋1.໾͸Ͱ͖Δd 1SPEVDU.BOBHFSGSPN&OHJOFFS ϓϩμΫτʹ͓͚ΔςΫϊϩδʔͰͷڧΈʹ௚݁ ࢥ͍ͬͯΔҎ্ʹͨ͘͞Μͷ͜ͱ͕σʔλͰޠΕΔͱࢥ͍·͢ ࿦ཧతʹཧղͰ͖ͳ͍͜ͱ͕ൃੜ͢Δ͜ͱʹ͸׳ΕΔ͔͠ͳ͍ Α͍ϓϩμΫτʹͳΔͨΊʹ ϓϩμΫτͷྑ͍ͱ͜ΖΛΘ͔Δݴ༿Ͱ఻͑·͠ΐ͏

  35. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠