ZOZOSUIT 計測システムの裏側 / ZOZOSUIT Measurement System

ZOZOSUIT計測システムについて、ローンチまでの道のりをニュースで振り返りながら、裏側でどのような技術を使っているか、起きた問題点などをお伝えします。

Transcript

1. Copyright © ZOZO Technologies, Inc. All Rights Reserved. גࣜձࣾ;0;0ςΫϊϩδʔζ
   ։ൃ෦43&νʔϜ
   Ϧʔμʔ
   ࢦݪ
   ୎໵ ;0;046*5
   ܭଌγεςϜͷཪଆ
2. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϓϩϑΟʔϧ ೖࣾɿ2011೥9݄ʢத్ʣ ɹɹɹZOZOTOWNͷ։ൃӡ༻୲౰ ɹɹɹϑΝογϣϯίʔσΟωʔτΞϓϦWEARͷ্ཱͪ͛ ୀ৬ɿ2015೥3݄ ೖࣾɿ2018೥1݄ʢग़໭Γʣ ɹɹɹGlobalECɾܭଌγεςϜ୲౰ͷSRE ;0;0ςΫϊϩδʔζ
   ։ൃ෦43&νʔϜ
   Ϧʔμʔ ࢦݪ
   ୎໵
3. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ΞδΣϯμ 
   ;0;046*5ͱϓϥΠϕʔτϒϥϯυʮ;0;0ʯͱ͸
   
   χϡʔεͰৼΓฦΔ;0;046*5
   
   ܭଌγεςϜͰى͖͍͔ͨͭ͘ͷ໰୊
4. Copyright © ZOZO Technologies, Inc. All Rights Reserved. 
   ;0;046*5ͱϓϥΠϕʔτϒϥϯυʮ;0;0ʯͱ͸
5. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
   ண༻͢Δ͚ͩͰɺ౥ࡌ͞Εͨ৳ॖηϯαʔʹΑΓɺશ਎ͷࡉ ͔͍ମܕσʔλΛܭଌ͢Δ͜ͱ͕Ͱ͖ɺ#MVFUPPUIʹΑΓσʔ λΛ;0;0508/ΞϓϦʹૹΔ͜ͱ͕Ͱ͖Δɻ
   ˓
   ;0;0508/ΞϓϦ্Ͱ͸ܭଌͨ͠ମܕ਺஋σʔλͱɺͦ͜ ͔Β࡞੒͞Εͨ%ϞσϧΛ֬ೝ͢Δ͜ͱ͕Ͱ͖ɺମܕΛ ౓νΣοΫ͢Δ͜ͱ͕Մೳɻ ॳ୅;0;046*5
6. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
   શମʹࢪ͞ΕͨυοτϚʔΧʔΛεϚʔτϑΥϯΧϝϥͰ ౓ࡱӨ͢Δ͜ͱͰɺମܕσʔλΛܭଌɻ
   ˓
   ;0;0508/ΞϓϦ্Ͱ͸ܭଌͨ͠ମܕ਺஋σʔλͱɺͦ͜ ͔Β࡞੒͞Εͨ%ϞσϧΛ֬ೝ͢Δ͜ͱ͕Ͱ͖ɺମܕΛ ౓νΣοΫ͢Δ͜ͱ͕Մೳɻ
   ɹIUUQT[P[PKQ[P[PTVJU ৽ܕ;0;046*5
7. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
   ʮ;0;046*5ʯͰܭଌͨ͠ମܕσʔλΛ΋ͱʹɺ
   ɹҰਓͻͱΓͷମܕʹ߹ͬͨʮ͋ͳͨαΠζʯͷΞΠςϜΛఏڙɻ
   ˓
   &$αΠτͰ͸ࢼண͕Ͱ͖ͳ͍ͷͰ঎඼ΛબͼͮΒ͍ɻͨ͘͞Μ ͷαΠζΛ༻ҙ͠ɺࢼண͠ͳͯ͘΋͍͍ͽͬͨΓαΠζͷ঎඼Λબ ΜͰ΋Β͑ΔΑ͏ʹ͢Ε͹ɺ৽͍͠Ϛʔέοτ͕૑Γग़ͤΔ͸ͣͩ ͱ͍͏Ծઆɻ
   ɹIUUQT[P[PKQNFOCSBOE[P[P
   ɹIUUQT[P[PKQXPNFOCSBOE[P[P
8. Copyright © ZOZO Technologies, Inc. All Rights Reserved.
9. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0͕࣋ͭσʔλ ໿1ԯ݅ͷߪങσʔλ ໿1000ສຕͷίʔσΟωʔτσʔλ (new!) ਺ඦສਓͷମܕσʔλ ଟαΠζల։ͷ෰࡞Γͷσʔλɾϊ΢ϋ΢
10. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
    ϚϧναΠζϓϥοτϑΥʔϜࣄۀɻ
    ˓
    1#ࣄۀͰಘͨଟαΠζల։ͷϊ΢ϋ΢Λ׆༻͠ɺ
    ɹ
    ;0;0508/ʹग़ళ͢Δϒϥϯυ͞ΜͱڠۀͰ঎඼Λ࡞Δɻ
    ˓
    ঎඼ʙαΠζల։Ͱळʹൢച։࢝༧ఆɻ ྫ͑͹.41ࣄۀ
11. Copyright © ZOZO Technologies, Inc. All Rights Reserved. 
    χϡʔεͰৼΓฦΔ;0;046*5
12. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
    
    　ZOZOSUITとPB構想発表 　予約受付開始(100万件以上の予約) 　計測システムリリース ˓
    
    　ZOZOSUIT大量生産体制のトラブル 　発送の延期を発表 ˓
    
    　改良を重ね、初代ZOZOSUIT発送開始 ˓
    
    　ZOZOSUITを超えるアイデアを3億円で買い取り ˓
    
    　新型ZOZOSUIT発表、発送開始（初日4000枚発送） 　計測システム、リプレイスリリース
13. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓
    ͔ΒͷΘ͔ͣϲ݄ؒ
    　ZOZOSUITを物理的に大量生産 　クライアントアプリ開発 　サーバサイド開発 　インフラ構築 　半年間、毎月ニュースになる大きなチャレンジ　 　圧倒的なスピード感が面白さと強み
14. Copyright © ZOZO Technologies, Inc. All Rights Reserved. 
    ܭଌγεςϜͰى͖͍͔ͨͭ͘ͷ໰୊
15. Copyright © ZOZO Technologies, Inc. All Right Reserved. ॳ୅;0;046*5ܭଌγεςϜͷߏ੒ਤ ˓
    "84͸όʔδχΞϦʔδϣϯ
    ɹϓϥΠϕʔτϒϥϯυ͸ੈքల։ɻ
    ɹ"84ͷ৽αʔϏε͸όʔδχΞϦʔδϣϯ͔Βల։ɻ
    ˓
    αʔόϨεΞʔΩςΫνϟͷγϯϓϧߏ੒
    ɹ"1*
    (BUFXBZ
    -BNCEB
    3FEJT
    %ZOBNP%#
    ɹ
    ɹαʔόϨε
    
    ΦʔτεέʔϧɺߴՄ༻ੑɻ
    ɹΠϯϑϥͷϓϩϏδϣχϯάෆཁɻ
    ɹ୹͍εύϯͰͷϩʔϯνཁٻʹԠ͑Δ͜ͱ͕Ͱ͖ͨɻ
16. Copyright © ZOZO Technologies, Inc. All Right Reserved. ໰୊ͦͷ̍ɹ-BNCEBͰى͖ͨίʔϧυελʔτ໰୊ ˓
    -BNCEB͸Ͱ࡞੒ͨ͠ίϯςφΛجຊతʹ࠶ར༻͢Δɻͨͩ ͠ɺར༻Մೳͳίϯςφ͕ͳ͍৔߹ɺͭ·ΓίʔυΛมߋͨ͠ॳ ճىಈ࣌΍ɺ͠͹Β͘ϦΫΤετ͕ͳ͔ͬͨ৔߹ɺ͔ΒΛຖճ ΍Γ௚ͨ͢ΊϨΠςϯγ͕ߴ͘ͳΔͱ͍͏໰୊͕͋Δɻ
    ˓
    ҆ఆతͳϦΫΤετ͕ൃੜ͍ͯ͠Δ৔߹͸ίʔϧυελʔτ͸ൃ ੜͮ͠Β͍͕ɺॳ୅;0;046*5͸഑ૹ਺͕౰ॳগͳΊͩͬͨͨ ΊɺوॏͳॳظϢʔβͷମݧ͕ଛͳΘΕͯ͠·͏ݒ೦͕͋ͬͨɻ  &/*ͷ࡞੒
     ίϯςφͷ࡞੒
     σϓϩΠύοέʔδͷϩʔυ
     σϓϩΠύοέʔδͷల։
     ϥϯλΠϜىಈɾॳظԽ
     ؔ਺ϝιουͷ࣮ߦ
     ίϯςφͷഁغ ίʔϧυελʔτ࣌͸1-6͢΂ͯΛ࠷ॳ͔Β࣮ߦ͢Δ ࢀরɿhttps://www.slideshare.net/AmazonWebServicesJapan/20190402-aws-black-belt-online-seminar-lets-dive-deep-into-aws-lambda-part1-part2
17. Copyright © ZOZO Technologies, Inc. All Right Reserved. ໰୊ͦͷ̎ɹ(%13໰୊ ˓
    Ԥभ࿈߹ʢ&6ʣͷҰൠσʔλอޢنଇʢ(%13ʣ͕ʹࢪߦɻ
    ˓
    ࣮ࡍͷͱ͜Ζɺ"84্ͰͲ͜ͷϦʔδϣϯͷ%#ʹσʔλΛอଘ͢Δ ͔ͱ͍͏ΑΓ͸σʔλͷѻ͍ํɺ࡟আϧʔϧ౳Λద੾ʹ໌ࣔɾӡ༻͠ ͯɺͦΕΛ͔ͬ͠Γ͓٬༷΁प஌͢Δ͜ͱ͕ॏཁɻ
    ˓
    ͦΕͰ΋ηϯγςΟϒͳମܕσʔλΛѻ͏͜ͱ΋͋ΓɺকདྷͷૌুϦ εΫ΍͓٬༷ͷ৺ཧΛߟྀ͠ɺσʔλΛؚΉܭଌγεςϜΛ৽ܕ ;0;046*5ͱ(MPCBM&$ϦϦʔεʹ߹Θͤͯ&6ݍͷϦʔδϣϯ΁ͷҠ ߦΛܾఆɻ
    ˓
    (MPCBM&$Ͱ࢖͍͍ͨ"84αʔϏεʢ"NB[PO$POOFDUͳͲʣ͕ల ։͞Ε͍ͯͨ͜ͱ͔ΒΞΠϧϥϯυϦʔδϣϯΛબ୒ɻ GDPR
18. Copyright © ZOZO Technologies, Inc. All Right Reserved. ৽ܕ;0;046*5ͰͷγεςϜߏ੒ ˓
    ʲ(%13໰୊ରԠʳ
    "84ϦʔδϣϯΛόʔδχΞ͔ΒΞΠϧϥϯυʹมߋ͠Ҡߦɻ
    ˓
    ʲ-BNCEBͷίʔϧυελʔτ໰୊ʳ
    
    ΞϓϦέʔγϣϯ࣮ߦ؀ڥΛ-BNCEB͔Β&MBTUJD#FBOT5BMLͰ %PDLFSίϯςφΛಈ͔͢ํࣜʹมߋɻ
19. Copyright © ZOZO Technologies, Inc. All Right Reserved. ໰୊ͦͷ̏ɹ঎඼αΠζ؅ཧʹ͓͚Δ3%# "NB[PO
    3%4 ͱ/P42- "NB[PO
    %ZOBNP%# Tγϟπͷύʔπ σχϜͷύʔπ टपΓ ਎෯ କৎ … ΢Σετ ώοϓ ணৎ … Tγϟπͷ αΠζ 38 40 60 … NULL NULL NULL … 39 41 61 … NULL NULL NULL … 40 42 62 … NULL NULL NULL … ộ σχϜͷ αΠζ NULL NULL NULL … 75 88 80 … NULL NULL NULL … 76 89 81 … NULL NULL NULL … 77 90 82 … ộ ˓
    1#ϒϥϯυͷ঎඼αΠζ؅ཧํ๏Ͱ͸౰ॳ3%#΋ݕ౼ͨ͠ɻ
    ˓
    ͋ΒΏΔମܕʹ߹ΘͤͨɺͽͬͨΓαΠζͷ࣮ݱͷͨΊɺ঎඼ͷ֤ ύʔπͷαΠζʹ͔ͳΓͷ෯͕ଘࡏ͠ɺͦͷֻ͚߹ΘͤʹΑͬͯ࠷ऴ తͳ঎඼ͷαΠζ͕ܾఆ͢ΔͨΊɺͭͷ঎඼Ͱ࠷େ਺ઍສύλʔϯ ͷ૊Έ߹Θ͕ͤଘࡏ͠ɺొ࿥σʔλ͕๲େʹͳΔɻ
    ˓
    3%#ͷεΩʔϚ؅ཧͰ͸ߏ଄͕ෳࡶʹͳΓɺ঎඼ͷ࢓༷͕มΘΓඞ ཁͳܭଌύʔπ͕૿͑ͨΓͨ͠ࡍʹରԠͮ͠Β͍͜ͱ͕༧૝͞Εͨɻ ʢRDBͷ৔߹ɺsizeςʔϒϧͰ؅ཧ͢Δͱʣ
20. Copyright © ZOZO Technologies, Inc. All Right Reserved. ˓
    /P42-Ͱ͋Ε͹εΩʔϚϨεͳͷͰ঎඼࢓༷ͷมߋʹ΋ॊ ೈʹରԠͰ͖؅ཧ͕͠΍͍͢ɻ
    ˓
    αΠζϚελʔσʔλɺܭଌσʔλͳͲɺαʔϏεͷ੒௕ ʹൺྫͯ͠૿Ճ͍ͯ͘͠େྔͷσʔλΛѻ͏͜ͱ
    ˓
    ܭଌγεςϜͷجຊϫʔΫϩʔυ͕࡞੒ͱಡΈࠐΈػೳͰ ͋Δ͜ͱ
    ˓
    /P42-ͱ૬ੑ͕ྑ͘%ZOBNP%#Λ࠾༻ͨ͠ɻ ໰୊ͦͷ̏ɹ঎඼αΠζ؅ཧʹ͓͚Δ3%# "NB[PO
    3%4 ͱ/P42- "NB[PO
    %ZOBNP%# ʢTγϟπͷαΠζҾ౰ʣ "sizes" : { "key": "size_tshirt_key", "4": 38, "6": 40, "7": 60 } "sizes" : { "key": "size_denim_key", "8": 75, "9": 88, "10": 80 } ʢσχϜͷαΠζҾ౰ʣ
21. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ͍͞͝ʹ
22. Copyright © ZOZO Technologies, Inc. All Right Reserved. 43&ΤϯδχΞืूத ˓
    ࠓճ͸·ͩ࿩ͤͳ͍ϓϩδΣΫτ΋ͨ͘͞ΜਐߦதͰ͢ʂ
    ˓
    ຖ݄χϡʔεʹͳΔΑ͏ͳੈք΁ͷνϟϨϯδ͕Ͱ͖Δ؀ڥͰ͢ʂ
    ˓
    "84Λ࢖ͬͯΘ͘Θ͘͢Δ௅ઓΛ͍ͨ͠43&ΤϯδχΞืूதͰ͢ʂ
    https://www.wantedly.com/projects/233951
23. Copyright © ZOZO Technologies, Inc. All Right Reserved. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠