エネルギープラットフォーマーを目指す東京ガス内製開発チームが始めたKubernetes

CloudNative Days Summer 2024 プレイベント@東京で発表した資料です。

Transcript

1. ΤωϧΪʔϓϥοτϑΥʔϚʔΛ ໨ࢦ͢౦ژΨε಺੡։ൃνʔϜ͕ ࢝Ίͨ ,VCFSOFUFT ೥݄೔ ౦ژΨεגࣜձࣾ ਿࢁ༞հ $MPVE/BUJWF%BZT 4VNNFS
   
   ϓϨΠϕϯτ!౦ژ
2. ࣗݾ঺հ q໊લ ਿࢁ༞հ 
   :VTVLF
   4VHJZBNB qॴଐ ౦ژΨεϦϏϯάઓུ෦σδλϧϓϩμΫτਪਐάϧʔϓ ΤϯδχΞϦϯάϚωʔδϟʔ ݉ 43&
   5FBN
   -FBE qܦྺ 4*
   
   ಺੡ 
   "84 4"
   
   ೥݄ΑΓݱ৬ q޷͖ 4VJDBϖϯΪϯ 
   'BTIJPO @yus_sugiyama
3. ຊ೔͓࿩͢Δ͜ͱ ౦ژΨεͷΑ͏ͳ೔ຊͷ఻౷తاۀ +5$ ͕ɺΫϥ΢υωΠςΟϒͳ಺੡։ൃνʔϜΛ࡞ͬ ͓ͯ٬͞·Ձ஋ͷ޲্ʹऔΓ૊ΜͰ͍Δ༷ࢠʹ͍͓ͭͯ࿩͠·͢🚀 தͷਓ͕ͨͪؤுͬͯ੾Γ୓͖ͳ͕Βɺ+5$΋Ϟμϯͳ։ൃʹνϟϨϯδͯ͠ΔΜͩͳʂ ͱ͍͏͜ͱΛ஌ͬͯ΋Β͍͍ͨͰ͢💪 ·ͨɺൃੜͨ͠՝୊΍໰୊ʹ͍ͭͯ΋γΣΞͰ͖ͨΒͱࢥ͍ͬͯ·͢ɻ ͜Ε͔Βಉ͡Α͏ͳ؀ڥͰ ,VCFSOFUFT
   ʹνϟϨϯδ͍ͯ͜͠͏ͱ͞Ε͍ͯΔํʹͱͬͯ ͜ͷ͓࿩͕গ͠Ͱ΋ࢀߟʹͳΕ͹޾͍Ͱ͢ʂ
4. ౦ژΨεͬͯʁ
5. ೥ͷྺ࢙ͱ਺ࣈͰΈΔ౦ژΨεάϧʔϓ ೥ʢ໌࣏೥ ɺ౦ژΨε͸ʮ೔ຊࢿຊओٛͷ෕ʯͰ͋Δ໌࣏࣌୅ͷ࣮ۀՈɾौ୔ ӫҰʹΑͬͯ૑ཱ͞Ε·ͨ͠ɻ ΤωϧΪʔधཁͷ૿େʹ൐͍ɺΫϦʔϯͰߴޮ཰ͳΤωϧΪʔͱͯ͠ɺ೥ɺ೔ຊͰॳ Ίͯ -/(
   ӷԽఱવΨε
   Λಋೖɻ ͓٬͞·ΞΧ΢ϯτ਺͸໿ ສ݅ 
   ౎ࢢΨεࠃ಺ൢചγΣΞ໿ˋ͸ࠃ಺/Pɻ খചిྗൢച݅਺΋ສ݅ 
   ʹ౸ୡɺ৽ిྗ/Pͱͳ͍ͬͯ·͢ɻ ਺ࣈͰݟΔ౦ژΨεάϧʔϓ
   c
   ౦ژΨε
   UPLZPHBTDPKQ 
   ΨεɾిؾɾαʔϏεԆ΂ܖ໿਺ ೥݄຤࣌఺ 
   ೥݄຤࣌఺
6. Ոఉ༻ࣄۀ͕ஔ͔Ε͍ͯΔݱঢ় ೥݄ʹిྗɺ೥݄ʹ౎ࢢΨε͕খചશ໘ࣗ༝ԽͱͳΓɺՈఉ༻ͷ෼໺ʹ͓͍ͯ΋ɺΤωϧΪʔձࣾ͸ ͓٬͞·͔Βબ͹ΕΔଘࡏʹͳΓ·ͨ͠ɻͦͷ݁Ռɺσδλϧ઀఺ʹΑΔ͓٬͞·ͷ֫ಘɾ͓٬͞·ମݧͷ޲্͕ٸ ຿ͱͳ͍ͬͯ·͢ɻ ೥݄ ిྗখചࣗ༝Խελʔτ ʲಛผߴѹʳ େن໛޻৔ɾେن໛ΦϑΟεϏϧ ిྗ ౎ࢢ Ψε ೥݄ ౎ࢢΨεখചࣗ༝Խελʔτ ʲ೥ؒສNҎ্ʳ ೥݄೥݄ ࣗ༝ԽྖҬ֦େ ʲߴѹʳ தখن໛޻৔ɾதখϏϧ ೥݄d೥݄ ࣗ༝ԽྖҬ֦େ ʲ೥ؒສNҎ্ʳ ೥݄ શ໘ࣗ༝Խ ʲ௿ѹʳ ೥݄ શ໘ࣗ༝Խ ʲ೥ؒສNҎ্ʳ ҰൠՈఉͳͲ
7. ιϑτ΢ΣΞͷྗͰ৽ͨͳ࣌୅΁ߤւ։࢝ʂ ϦΞϧ͸ -/(λϯΧʔΛʂ σδλϧ͸ ,VCFSOFUFT
   Λʂ ϦΞϧ઀఺ͷڧΈΛ׆͔ͯ͠ σδλϧ઀఺ΛڧԽ͢Δߤւ΁💪
8. ੈք͸஍ٿ෸ಅԽͷ࣌୅ ೥ɺ஍ٿԹஆԽͷਐߦΛ৅௃͢Δݴ༿ͱͯ͠ʮ஍ٿ෸ಅԽʯ͕৽ޠɾྲྀߦޠେ৆ʹϊ ϛωʔτ͞Ε·ͨ͠ɻಛʹԽੴ೩ྉͷ೩ম͕େ͖ͳӨڹΛ༩͓͑ͯΓɺੈքతʹ଴ͬͨͳ ͠ͷঢ়گͱͳ͍ͬͯ·͢ɻ࣋ଓՄೳͳࣾձͷ࣮ݱʹߩݙ͢ΔͨΊʹɺ(9
   άϦʔϯτϥϯ εϑΥʔϝʔγϣϯ
   ͸΋ͪΖΜɺ%9
   ΋Ҿ͖ଓ͖ॏཁͳཁૉͰ͢ɻ %9
   ͸ΤϯδχΞ͕ ߩݙͰ͖Δ෼໺ʂ
9. ʮ౦ژʯʮΨεʯͷ࿮Λ௒͑Δ ʮ౦ژʯͷ࿮Λ௒͑Δɻ ʮΨεʯͷ࿮Λ௒͑Δɻ ͦͯ͠ʮΤωϧΪʔϓϥοτϑΥʔϚʔʯΛ໨ࢦ͢ɻ ͦͷͨΊʹࢲͨͪ಺੡։ൃνʔϜ΋ؤு͍ͬͯ·͢ʂ
10. ౦ژΨε಺੡։ൃνʔϜͱ͸
11. ౦ژΨε಺੡։ൃνʔϜͱ͸ ͓٬͞· ಺੡։ൃνʔϜྖҬ όοΫΤϯυ جװγεςϜ #'' ϑϩϯτΤϯυ Λ୲౰ʂ ౦ژΨε$9ਪਐ෦σδλϧϚʔέςΟϯάάϧʔϓ ೥౰࣌ ʹൃ଍ͨ͠ ࣗࣾϓϩμΫτΛ։ൃ͢ΔνʔϜͰ͢ɻ ೥݄࣌఺Ͱ͸ϦϏϯάઓུ෦ʹॴଐ ओʹ NZ50,:0("4 ͱݺ͹ΕΔձһαΠτͷ಺੡։ൃΛߦ͍ͬͯ·͢ɻ
12. myTOKYOGAS ͬͯʁ NZ50,:0("4 ͸ຖ݄ͷΨε΍ిؾͷ࢖༻ྔɾྉۚΛ֬ೝͰ͖Δ ొ࿥ແྉͷձһαʔϏεͰ͢ɻ ΨεɾిؾΛܖ໿͢Δଟ͘ͷํʹ͝ར༻͍͍͓ͨͩͯΓ·͢ɻ
13. ͪͳΈʹ NZ50,:0("4 ͸ ೥݄ϦχϡʔΞϧΦʔϓϯ͠·ͨ͠ʂ ಺੡։ൃνʔϜ͕୲౰͢ΔϑϩϯτΤϯυ͸ϑϧϦϓϨΠε💪 👉ϦϓϨΠεޙͷٕज़ελοΫ /FYUKT
    3FBDU
    /FTU+4
    (SBQI2-
    3FEJT
    .POHP%#
    1PTUHSF42-
     PO
    "[VSF
14. ͩ͜Θ͍ͬͯΔͱ͜Ζ ࢲͨͪ಺੡։ൃνʔϜ͸ʮࣄۀ૊৫಺ʯʹൃ଍͠·ͨ͠ɻ άϧʔϓϚωʔδϟʔٴ઒ͷʮ͓٬͞·͕ٻΊΔ੠ʹॊೈ͔ ͭૉૣ͘ରԠͰ͖Δମ੍ʹ͢Δඞཁ͕͋Δʯͱ͍͏ࢥ͍͔Β ࢝·͍ͬͯ·͢ɻτοϓμ΢ϯͰઐ໳ͷ૊৫Λ্ཱͪ͛Δ έʔε΋ଟ͍ͱࢥ͍·͕͢ɺզʑ͸ʮࣄۀͱͷڑ཭ײ͕͍ۙ ͜ͱʯʹͩ͜Θ͍ͬͯ·͢ɻ σδλϧઌਐاۀͷΑ͏ʹػೳ෼ׂ͢Δ΄ͲͷϦιʔε͕ͳ ͍தɺڑ཭ײͷ͍ۙ #J[
    Y
    %FW
    ͰͷϓϩμΫτ։ൃ͕ԿΑ Γ΋ॏཁͩͱߟ͍͑ͯ·͢ʂ ࢲ͕࡞Γ·ͨ͠ ٴ઒͸౦ژΨεੜ͑ൈ͖ͷ ਓࡐͰ͢ʂ
15. 8IZ
    ,VCFSOFUFT
16. Why Kubernetes? ͔͍͍͔ͬ͜Β NZ50,:0("4
    ๊͕͑Δ՝୊ΛΫϦΞ͍ͨ͠ʂ
17. NZ50,:0("4ͷ՝୊ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε  ݱࡏͷձһ৘ใΛऔಘ "1*
    "1*
    Λݺͼग़͢  ܖ໿৘ใΛ௥Ճ "1*
    Λݺͼग़͢  ձһجຊ৘ใΛมߋ "1*
    Λݺͼग़͢  ݸਓผܖ໿৘ใΛߋ৽ "1*
    Λݺͼग़͢ όοΫΤϯυ #'' 
    "1*
    "1* 
    "1* 
    "1* 
    "1*
18. NZ50,:0("4ͷ՝୊ ܖ໿ͱ͸ɾɾɾʁ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε  ݱࡏͷձһ৘ใΛऔಘ "1*
    "1*
    Λݺͼग़͢  ܖ໿৘ใΛ௥Ճ "1*
    Λݺͼग़͢  ձһجຊ৘ใΛมߋ "1*
    Λݺͼग़͢  ݸਓผܖ໿৘ใΛߋ৽ "1*
    Λݺͼग़͢ όοΫΤϯυ #'' 
    "1*
    "1* 
    "1* 
    "1* 
    "1*
19. NZ50,:0("4ͷ՝୊ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε  ݱࡏͷձһ৘ใΛऔಘ "1*
    "1*
    Λݺͼग़͢  ܖ໿৘ใΛ௥Ճ "1*
    Λݺͼग़͢  ձһجຊ৘ใΛมߋ "1*
    Λݺͼग़͢  ݸਓผܖ໿৘ใΛߋ৽ "1*
    Λݺͼग़͢ υϝΠϯ͕੔ཧ ͞Ε͍ͯͳ͍ όοΫΤϯυ #'' 
    "1*
    "1* 
    "1* 
    "1* 
    "1*
20. NZ50,:0("4ͷ՝୊ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF #''
    Ͱٵऩʜ 'BU
    #''
    ΁ʜ ιʔείʔυ ಺෦Ͱͷ෼཭ʜ ϦχϡʔΞϧ࣌఺Ͱ͸ ͜Ε͕࠷దղͩͬͨ ೥݄ϦϦʔε͕ඞਢͩͬͨͨΊʜ
21. NZ50,:0("4ͷ՝୊ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ൃੜ͢Δ໰୊ ֎෦޲͚ʹ ͜͜௚͍ͨ͠ͳ ͍΍͍΍ ܖ໿ʹӨڹग़ͪΌ͏
22. NZ50,:0("4ͷ՝୊ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ൃੜ͢Δ໰୊ ʢ͋ͬ֎෦޲͚ʹ ௚ͨ͠΍ͭ ୭ʂʁ 8&#յͨ͠ͷʂ
23. NZ50,:0("4ͷ՝୊ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ൃੜ͢Δ໰୊ Ϗοάόϯ मਖ਼ೖΓ·ͨ͠
24. ͜ΕΑ͘ݟΔ΍ͭͩɾɾɾ ˞όοΫΤϯυ͸७ਮͳϦϑτ
25. ͞Βʹਂ෵΋͋Δ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ਂ෵ ؔ࿈γεςϜ͸
26. ͞Βʹਂ෵΋͋Δ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ਂ෵ ؔ࿈γεςϜ͸ ྺ࢙͋ΔاۀͰ͸ϨΨγʔͳ γεςϜͱͷର࿩͕ඞཁ
27. ՝୊Λ৐Γӽ͍͑ͯͨ͘Ίʹ
28. ಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QT
    ʹࢸΕͳ͍ʜʂ
29. ಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QT
    ʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪
30. ಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QT
    ʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪 ͜Ε΋·ͨखஈ ໨తͰ͸ͳ͍
31. ࠓɺޫͷઓ͕࢜ٻΊΒΕ͍ͯΔ 'BU
    #'' 8&# .PCJMF %PNBJO
    -BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS
    8&# YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EE
    B
    $POUSBDU "EE
    B
    $POUSBDU $IBSHFT 1SPDFTT
    -BZFS
    6* ɾ ɾ ɾ "EE
    B
    $POUSBDU 'PS
    .PCJMF
    "QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS
    &YUFSOBM
    47$ ܖ໿௥Ճ DSFBUF0OF ਂ෵ ؔ࿈γεςϜ͸
32. ড়Խ ϦΞʔΩςΫνϟޙͷΠϝʔδ 8&# .PCJMF
    "QQT .JDSP
    4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''
    GPS
    8&# "EE
    B
    $POUSBDU $IBSHFT ɾ ɾ ɾ "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    &YUFSOBM
    4FSWJDFT "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    .PCJMF
    "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO
    -BZFS υϝΠϯ૚Λ ෼཭ɾ੔ཧ
33. ϦΞʔΩςΫνϟޙͷΠϝʔδ 8&# .PCJMF
    "QQT .JDSP
    4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''
    GPS
    8&# "EE
    B
    $POUSBDU $IBSHFT ɾ ɾ ɾ "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    &YUFSOBM
    4FSWJDFT "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    .PCJMF
    "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO
    -BZFS ,VCFSOFUFT ͷ࠾༻ʂ
34. ϦΞʔΩςΫνϟޙͷΠϝʔδ 8&# .PCJMF
    "QQT .JDSP
    4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''
    GPS
    8&# "EE
    B
    $POUSBDU $IBSHFT ɾ ɾ ɾ "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    &YUFSOBM
    4FSWJDFT "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    .PCJMF
    "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO
    -BZFS ৽نαʔϏεʹ΋ ׆༻Ͱ͖ΔΑ͏ʹ💪 ˞#$޲͚ͷίϯςΩετΛҙࣝ
35. ϦΞʔΩςΫνϟޙͷΠϝʔδ 8&# .PCJMF
    "QQT .JDSP
    4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''
    GPS
    8&# "EE
    B
    $POUSBDU $IBSHFT ɾ ɾ ɾ "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    &YUFSOBM
    4FSWJDFT "EE
    B
    $POUSBDU ɾ ɾ ɾ #''
    GPS
    .PCJMF
    "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO
    -BZFS มԽʹڧ͓͘٬͞·ʹ ૉૣ͘Ձ஋Λಧ͚ΒΕΔ ΞʔΩςΫνϟ΁
36. "OTXFS
    
    8IZ
    ,VCFSOFUFT ϚΠΫϩαʔϏεΛ΍Γ͍ͨ 
    ,VCFSOFUFT
    Λબ୒ʂͷલʹ લड़ͨ͠՝୊ղܾͷखஈͱͯ͠ϚΠΫϩαʔϏεΛબ୒ͱ͍͏ͷ͕͋Γ·͢ɻ ˠ
    ϚΠΫϩαʔϏεʹ ,VCFSOFUFT
    ͸૬ੑൈ܈🤝  ίϯςφͷεέδϡʔϦϯάɾηϧϑώʔϦϯάʹΑΔ҆ఆͨ͠αʔϏεఏڙͷ࣮ݱ  ࣗಈԽ͞ΕͨϩʔϧΞ΢τͰͷߴස౓ͳαʔϏεߋ৽΁ͷରԠ  ந৅Խ͞ΕͨΫϥελʔʹΑΔϚγϯΛҙࣝ͠ͳ͍ίϯςφͷσϓϩΠ  ϚχϑΣετͰͷ؅ཧʹΑΔ౷੍͞Εͨӡ༻ *B$(JU0QT BOE
    NPSF
37. νʔϜߏ੒΋ॏཁ ࢲͨͪܦݧऀ࠾༻ͷΤϯδχΞͨͪ͸υϝΠϯ ʹؔ͢Δ஌͕ࣝෆ଍͍ͯ͠·͢ɻ ͦͷͨΊάϧʔϓձࣾͰ͋Δ౦ژΨε J
    ωοτ ͷํʹྗΛିͯ͠΋Β͍͍ͨʂ ˠ
    NZ50,:0("4
    ͓ΑͼυϝΠϯ༗ࣝऀΛν ʔϜʹ૊ΈೖΕͯ͘ΕΔॊೈ͕͋͞Γ·ͨ͠😭 υϝΠϯΛ੔ཧ͠ͳ͕Β։ൃਪਐ💪 .JDSP
    4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ $IBSHFT ؔ࿈γεςϜ܊ %PNBJO
    -BZFS
38. ࣮ࡍͲΜͳײ͡ͳͷʁ
39. શମߏ੒ਤ AWS Cloud VPC ALBC Istio-Ingress Gateway Virtual Service EKS Karpenter TGW DX Route 53 ACM GitHub Actions
40. "84
    
    "NB[PO
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    ʹ׳Ε਌͠ΜͰ͍ͨ͜ͱ͔Β "84
    Λ࠾༻ɻ "84
    ͕ఏڙ͢ΔίϯςφΦʔέετϨʔλʔ "NB[PO
    &$4
    ΋͋Γ·͕͢ɺ(JU0QT
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    ͳͲͷ๛෋ ͳΤίγεςϜ܈͔ΒɺνʔϜʹ߹ٕͬͨज़Λબఆ͍ͯ͘͜͠ͱ͕ग़དྷΔͷ΋େ͖͍ͱ൑ அͯ͠ &,4
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    (SBWJUPO
    Λ࠾༻͔ͨͬͨ͠ͱ͍͏ͷ΋͋Γ·͢ɻ
41. "SHP
    $%
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    ͷ࠾༻͸ܾΊ͓ͯΓɺͦͷதͰ΋ΑΓଟ͘ͷಋೖࣄྫ ͱ࣮੷͕͋Δ "SHP
    $%
    Λબ୒͠·ͨ͠ɻಛʹ "SHP
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    6*
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    νʔϜͰ͸ͳ͍ "QQ
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    ͱ૊Έ߹ΘͤΔ͜ͱͰɺෳ਺؀ڥ΁ͷσϓϩΠ EFWFMPQ
    TUBHJOH
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    ʹରԠͰ͖Δ͜ͱ΋େ͖͍Ͱ͢ɻݱࡏɺঝೝϑϩʔΛೖΕΔͨΊʹ "SHP
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    6QEBUFS
    ಋೖΛݕূதʜ App Repo Manifest Repo
42. *TUJP
    
    "84
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    $POUSPMMFS Ϛωʔδυ ,VCFSOFUFT
    αʔϏεΛར༻͢Δʹ͋ͨͬͯݕ౼͕ඞཁͱͳΔ *OHSFTT
    ʹ͸ "84
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    #BMBODFS
    $POUSPMMFS
    Λ࠾༻ɻ͞Βʹ /BNFTQBDF
    Λ·͍ͨͩϧʔςΟϯά Λ࣮ݱ͢ΔͨΊɺ·ͨαʔϏεؒ௨৴ͷൃੜ΋ݟਾ͑ͨαʔϏεϝογϡͷԸܙΛड͚Δ ͨΊʹ *TUJP
    ΋ૣʑʹಋೖ͠·ͨ͠ɻ ˞ຊ౰͸ (BUFXBZ
    "1*
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    ͸༻్͕ҧ͓ͬͯΓʜকདྷతʹ ͸ *TUJP
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    "1*
    ʹҠߦ༧ఆɻ *TUJP
    
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43. *TUJP
    
    "84
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    #BMBODFS
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    ߏ੒ 7JSUVBM
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    ʹϧʔςΟϯά͍ͤͯ͞·͢ɻ (BUFXBZ
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    HBUFXBZ
    ͷύλʔϯΛ࠾༻ɻ
44. 5FSSBGPSN ݩʑ NZ50,:0("4
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    Ͱ͕ͨ͠ɺࠓճ͸ "84
    ͱ͍͏͜ͱ΋͋ΓɺͲͪΒʹ΋ద༻Մೳ͔ͭ %BUBEPH
    ͳͲͷ؂ࢹπʔϧ΋ఆٛͰ͖ΔڧΈΛ׆͔͍ͨ͠ͱ൑அ͠·ͨ͠ɻ  ,VCFSOFUFT
    ͸ "SHP
    $%
    (JU0QT  "84
    ͸ 5FSSBGPSN ͷೋஈߏ͑Ͱߏங͍ͯ͠·͢ɻ
45. ΤωϧΪʔاۀͱͯ͠େ੾ʹ͍ͨ͜͠ͱ
46. ΤωϧΪʔޮ཰ͷྑ͍ϚγϯΛબ୒ ΤωϧΪʔޮ཰ͷྑ͍ϚγϯΛબ୒͢Δ͜ͱͰফඅిྗͷ࡟ݮʹߩݙ͍ͨ͠ʂ "84
    (SBWJUPO ͸ʮಉ౳ͷ &$
    Πϯελϯεͱൺֱͯ͠ɺಉ͡ύϑΥʔϚϯεͰ࠷େ 
    গͳ͍ΤωϧΪʔΛ࢖༻ʯ͢Δ͜ͱͰೋࢎԽ୸ૉഉग़ྔͷ࡟ݮʹߩݙՄೳɻ  ˠ
    ϚΠΫϩαʔϏεΛߏங͢ΔαʔϏεͷݴޠ͸ (PMBOH
    Λར༻͓ͯ͠ΓɺΫϩείϯύ ΠϧͰ "3.
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    "84
    (SBWJUPO
    &$
    ʹ࠷ྑͷྉۚͱύϑΥʔϚϯεΛఏڙ
    c
    "84
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47. ,BSQFOUFS
    ʹΑΔϫʔΧʔϊʔυͷ؅ཧ Ϝμͷͳ͍Πϯελϯεར༻Ͱίετ͚ͩͰͳ͘ফඅిྗͷ࡟ݮʹߩݙ͍ͨ͠ʂ ࠷ॳʹߏங͢ΔαʔϏε͸ෛՙ͕ಡΈͮΒ͍ͨΊɺϊʔυͷબఆʹ໎͍͕ʜ͞Βʹࠓޙͷ ిྗɾΨεͷαʔϏεͨͪ͸͞ΒʹಡΈͮΒ͍΋ͷʹͳΔ͜ͱ͕૝ఆ͞Ε͍ͯ·ͨ͠ɻ ,BSQFOUFS ͸͋Β͔͡Ίར༻͢ΔൣғͷϊʔυछผΛఆ͓ٛͯ͘͜͠ͱͰߴ଎ʹϊʔυ ͕ىಈɺϓϩϏδϣχϯά͞ΕΔͨΊɺ·͞ʹئͬͨΓͳιϦϡʔγϣϯͰͨ͠ɻଟ਺ͷ ϊʔυάϧʔϓఆٛΛهड़͠ͳͯ͘΋ྑ͍ͷ͕خ͠Έʜʂ ˞4MBDL
    ࣾ΋ಋೖͨ͠ͱ "84
    #MPH
    ʹͯެ։͞Ε͍ͯ·͢ 
    .":
     )PX
    4MBDL
    BEPQUFE
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    JODSFBTF
    0QFSBUJPOBM
    BOE
    $PTU
    &GGJDJFODZ
    c
    $POUBJOFST
    BNB[PODPN
48. (SBWJUPO
    Y
    ,BSQFOUFS લड़ͨ͠Α͏ʹ  ΤωϧΪʔޮ཰ͷྑ͍Ϛγϯ  Ϝμͷͳ͍Πϯελϯεར༻ Λ૊Έ߹ΘͤΔ͜ͱͰɺ౦ژΨε͕ܝ͛Δ ʮ೔ຊͷΤωϧΪʔاۀͱͯ͠ॳΊͯͷ $0ωοτɾθϩ΁ͷ௅ઓએݴʯʹΤϯδ χΞͱͯ͠΋ߩݙ͠·͢💪
49. ༨ஊ ౰ॳ͸ӡ༻ʹ͋ͨͬͯϝϯόʔ΋গͳ͍͜ ͱ͔Β 'BSHBUF
    ͷબఆ΋ߟ͍͑ͯ·ͨ͠ɻ ͔͠͠ɺ࣮ίετׂ͕ߴʹͳΓ͕ͪͳ͜ͱ ɺ࠷৽ੈ୅ͷΠϯελϯεׂ͕Γ౰ͯΒΕ ͳ͍ ίϯτϩʔϧͰ͖ͳ͍ ͜ͱ͔ΒɺϚω ʔδυϊʔυάϧʔϓΛબ୒͢Δ͔͠ͳ͍ ʜͱߟ͍͑ͯͨதͰͷ ,BSQFOUFS
    ͸ຊ౰ʹ ͋Γ͕͍ͨଘࡏͰͨ͠ʂ ྑ͍ײ͡ʹϓϩϏδϣχϯάʂ
50. ͜ΕͰզʑ΋Ϋϥ΢υωΠςΟϒʁ
51. Ϋϥ΢υωΠςΟϒ 
    Ϋϥ΢υɾ044
    ࢖ͬͯ·͢ʁ $MPVE
    /BUJWF
    $PNQVUJOH
    'PVOEBUJPO
    $/$'
    ओಋͷ 044
    Λ࢖ͬͯ։ൃͯ͠Δ͜ͱʁ "84
    (PPHMF
    $MPVE
    "[VSF
    Λར༻͍ͯ͠Δ͜ͱʁ
52. Ϋϥ΢υωΠςΟϒ 
    Ϋϥ΢υɾ044
    ࢖ͬͯ·͢ʁ $MPVE
    /BUJWF
    $PNQVUJOH
    'PVOEBUJPO
    $/$'
    ओಋͷ 044
    Λ࢖ͬͯ։ൃͯ͠Δ͜ͱʁ "84
    (PPHMF
    $MPVE
    "[VSF
    Λར༻͍ͯ͠Δ͜ͱʁ ͦΕ΋ͦ͏͔΋͠Εͳ͍ɾɾɾ ͨͩ͠ʮωΠςΟϒʯͳͷͰʮ౰ͨΓલͷΑ͏ʹ࢖͍ͬͯΔʯঢ়ଶͰ͋Δͱཧղɻ ౰ͨΓલʹ࢖͍͜ͳ͠ɺࣄۀ՝୊ΛΫϦΞ͍ͯ͘͜͠ͱ͕ॏཁͰ͋Δͱߟ͍͑ͯ·͢ɻ
53. ߤߦ͸ॱ෩ຬൕɾɾɾʁ
54. ࣮ࡍ΍ͬͯΈͯͷॴײ ࣮ࡍʹߏஙΛ͍ͯ͘͠தͰ೉͠͞ͱπϥϛ΋ൃੜɻ  Ͳ͜·Ͱ͕ ,VCFSOFUFT
    ͳͷ͔ "84
    ͳͷ͔ʜ
    &,4
    Λ΍͍ͬͯΔͷ͔ "84
    Λ΍͍ͬͯΔ ͷ͔෼͔Βͳ͘ͳΔ FH
    *34"
    
    *".
    
    4FSWJDF
    "DDPVOU
    3#"$͕ʜ
     &,4
    ͸ϓϨʔϯʹ͍ۙͷ͕ചΓ ͩͱࢥ͍ͬͯΔɾݸਓతݟղͰ͢ ͷͨΊɺϝτϦΫεαʔ όʔ΋σϑΥϧτͰ͸ಋೖ͞Ε͍ͯͳ͍ɻ)1"
    ͕ػೳ͠ͳͯ͘ؾ෇͍ͨʜ  ʮ(,&
    ͸ʙʯͱಉ྅͔ΒΤϐιʔυΛฉ͘ͱʮͳΔ΄Ͳʯͱࢥ͏΋ͷ΋ɻ  ࠷ۙΫϥελʔ "1*
    ΁ͷೝূ؅ཧ͕ $POGJH.BQ
    ΦϯϦʔͰ͸ͳ͘ͳͬͨͷ͸ϋοϐʔ ˠΫϥελʔΛ (JU)VC
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    ͷϩʔϧͰ࡞੒͢Δͱ (6*
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55. ͍͞͝ʹ
56. ͍͞͝ʹ ,VCFSOFUFT
    ͸ࠓ೥Ͱप೥ʂ🎉🎂 զʑ͸େ͍ʹελʔτ͕ग़஗ΕͨνʔϜɾɾɾ ͔͠͠෺ࣄΛ࢝ΊΔͷʹ஗͗͢Δ͜ͱ͸ͳ͍͸ͣʂ ͜ͷߤւΛޙչʹม͑ͳ͍ͨΊʹɺશ଎લਐ🏃 +5$
    Ͱ͋ͬͯ΋ɺগͣͭ͠Ϋϥ΢υωΠςΟϒͳ૊৫΁ɾɾɾʂ ͦͯ͜͠ͷΑ͏ͳίϛϡχςΟʹগ͠Ͱ΋ؐݩͰ͖ͨΒͱࢥ͍ͬͯ·͢💪
57. Thank you!