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OpenShift BootCamp 2章

3a6803b69376453b5eb56a4e6f2e8eb7?s=47 Junki Sagawa
November 17, 2021

OpenShift BootCamp 2章

- OpenShift BootCamp 2章 デプロイで使用した資料です。
- IBM Tech/Developer Dojo
- https://ibm-developer.connpass.com/

- 内容
1. OpenShiftへのアプリデプロイ
2. 演習の準備
3. 演習1- S2Iで検証環境にデプロイ
4. 演習2- GitHubとの連携

3a6803b69376453b5eb56a4e6f2e8eb7?s=128

Junki Sagawa

November 17, 2021
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Transcript

  1. 0QFO4IJGU #PPU $BNQ 0QFO4IJGUೖ໳ίʔε ষ σϓϩΠ Tech Dojo

  2. ໨࣍ © 2021 IBM Corporation 2 0QFO4IJGUͰͷΞϓϦͷσϓϩΠʢߨٛʣ  ԋशͷ४උ 

    ԋश  4*Ͱݕূ؀ڥʹσϓϩΠ  ԋश  (JU)VCͱͷ࿈ܞ Φϓγϣϯͷԋशʢԋश࣌ؒʹ༨༟ͷ͋Δํ͸࣮ࢪ͍ͯͩ͘͠͞ʣ Φϓγϣϯԋश  %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ Φϓγϣϯԋश  ຊ൪؀ڥͰͷ4*σϓϩΠ
  3.  0QFO4IJGUͰͷΞϓϦͷσϓϩΠʢߨٛʣ © 2021 IBM Corporation 3

  4. 0QFO4IJGUɿΞϓϦͷ৽ن࡞੒ © 2021 IBM Corporation 4 n < ௥Ճ>ϝχϡʔը໘

  5. 0QFO4IJGUͰͷΞϓϦσϓϩΠํ๏ ˜*#.$PSQPSBUJPO 

  6. (JU)VCΛ࢖ͬͨσϓϩΠ r 4* 4PVSDFUP*NBHF ͱ͸  ᶃ3FE)BU͕༻ҙͨ͠ΞϓϦ؀ڥ %PDLFSΠϝʔδ ʴ ᶅ

    0QFO4IJGU্ʹσϓϩΠ ᶄιʔείʔυ ᶃ ᶄ ᶅ 3FE)BU͕༻ҙ Έͳ͞·͕༻ҙ 4*Ͱ͸ιʔείʔυ͚ͩͰ ίϯςφΛ࡞੒͠σϓϩΠ·Ͱ ΞΫγϣϯͰ࣮ߦՄೳ ˜*#.$PSQPSBUJPO Ϗϧυ
  7. (JU)VCΛ࢖ͬͨ$% r 4*ͱ(JU)VC8FCIPPLT ˜*#.$PSQPSBUJPO  n (JU)VC8FCIPPLT ιʔείʔυʹมߋ͕ੜͨ͡ࡍʹɺ ֎෦8FC"1*ʹมߋ৘ใΛ௨஌͢Δػೳ ˰$%Λ࣮ݱՄೳ

    (JU)VC ᶃ QVTI 8FCIPPL "1* ᶄݺग़ ᶆ औ ಘ ᶅ ࣮ ߦ ࠷৽ιʔείʔυͰ ϏϧυσϓϩΠ ΞϓϦέʔγϣϯ͕ ஔ͖׵͑ΒΕΔ 0QFO4IJGU ։ൃऀ͕ ιʔείʔυΛ HJUQVTI͢Δ͚ͩ 0QFO4IJGU͕࠷৽ιʔείʔυΛऔಘ͠ɺ ࣗಈతʹ4*ʹΑΔϏϧυɺσϓϩΠ ΞϓϦஔ͖׵͑ ͕ߦΘΕΔ (JU)VC͕0QFO4IJGU ͷ8FCIPPL"1*Λ ݺͼग़͢͜ͱͰʜ ᶇ ᶈ
  8. ݕূ؀ڥͱຊ൪؀ڥͷෳ਺ߏ੒ͷ৔߹ ˜*#.$PSQPSBUJPO  n ํ๏ɿ(JUϒϥϯνઓུΛ࠾༻͠ɺ؀ڥ͝ͱʹࢀর͢Δ ϒϥϯνΛ੾Γସ͑Δ – ؀ڥ͝ͱʹ0QFO4IJGU͕ࢀর͢Δ(JUϦϙδτϦͷϒϥϯν Λ ੾Γସ͑Δ

    • ྫ ຊ൪؀ڥ͸QSPEVDUJPOϒϥϯνɺݕূ؀ڥ͸ QSFQSPEVDUJPOϒϥϯνɺ։ൃ؀ڥ͸NBTUFSϒϥϯνʜ n ϒϥϯνઓུʹ͸(JUGMPXɺ(JU)VCGMPXɺ(JU-BCGMPXͳͲ༷ʑͳख๏ ͕ఏҊ͞Ε͍ͯ·͢ɻϓϩδΣΫτͷن໛΍ཁ݅ʹ͋Θͤ࠷దͳํ๏Λ ݕ౼͍ͯͩ͘͠͞ɻ • ࢀߟ  (JU-BC*OUSPEVDUJPOUP(JU-BC'MPXɿ IUUQTEPDTHJUMBCDPNFFUPQJDTHJUMBC@GMPXIUNM • ࢀߟ  ΤΫα΢Οβʔζࣾ &OHJOFFS#MPHɿ IUUQTUFDICMPHFYBXJ[BSETDPNFOUSZ ࢀߟ IUUQTEPDTHJUMBCDPNFFUPQJDTHJUMBC@GMPXIUNM ݕূ؀ڥ ຊ൪؀ڥ ։ൃ؀ڥ (JUϦϙδτϦ ؀ڥ͝ͱʹɺ ࢀর͢Δ ϒϥϯνΛ੾ସ ࢀরCSBODI NBTUFS ࢀরCSBODI QSFQSPEVDUJPO ࢀরCSBODI QSPEVDUJPO
  9. ԋशͷ४උ © 2021 IBM Corporation 9

  10. <ΞϓϦ֓ཁ>࡞ۀϩάΞϓϦέʔγϣϯ  8PSL-PH © 2021 IBM Corporation 10 n 'MBTLɺ.POHP%#ɺ,VCFSOFUFTΛ࢖༻ͯ͠ʮ࡞ۀϩά

    8PSL-PH ʯ8FCΞϓϦΛ࡞੒͠·͢ɻ n ࡞ۀϩάΞϓϦέʔγϣϯ͸ɺҎԼʹࣔ͢࡞ۀऀͷ೔ۈঢ়گΛه࿥ɾ௥ه͢Δ͜ͱ͕Ͱ͖·͢ɻ – ΦϑΟεۈ຿ – ςϨϫʔΫ ϦϞʔτϫʔΫ – ٳՋ – ٳ೔ – පܽ n ͜͜Ͱ͸ɺҎԼͷ࡞ۀΛߦ͍·͢ɻ – 1ZUIPO'MBTLΞϓϦέʔγϣϯΛ࡞੒͢Δ – .POHP%#Λ1ZUIPOΞϓϦέʔγϣϯʹ૊ΈࠐΉ – 0QFO4IJGU্ʹϚΠΫϩαʔϏεΛ σϓϩΠ࣮͠ߦ͢Δ
  11. ΞϓϦέʔγϣϯશମ૾ ˜*#.$PSQPSBUJPO  3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦ 1ZUIPO'MBTLͰ ߏங͞Εͨ 8FC"1*ΞϓϦ 8FC"1*ΞϓϦ͔ ΒΞΫηε͞ΕΔɺ

    ϢʔβσʔλΛ อଘ͢Δ.POHP%#
  12. ԋश֓ཁɿ4*Λ࢖ͬͨαϯϓϧΞϓϦͷσϓϩΠ ˜*#.$PSQPSBUJPO n ؀ڥ – ຊདྷɺݕূ؀ڥͱຊ൪؀ڥ͸શ͘ผͷΫϥελͰ࡞੒͢Δํ๏΋͋Γ·͕͢ɺࠓճ͸0QFO4IJGUͷʮϓϩδΣΫτʯΛ࢖ͬͯ ͭͷΫϥελʹෳ਺ͷ؀ڥΛߏங͠·͢ɻ ຊ൪؀ڥͷߏங͸ΦϓγϣϯʢΦϓγϣϯԋशʣͱ͠·͢ɻ࣌ؒʹ༨༟ͷ͋Δਓ͸ࢼͯ͠Έ͍ͯͩ͘͞ɻ n ԋशͷྲྀΕ

    ४උ ݕূ؀ڥσϓϩΠ • .POHP%#ͷ࡞੒ʢެ։͞Ε͍ͯΔΠϝʔδͷऔΓࠐΈʣ • 1ZUIPO'MBTLͰߏங͞Εͨ 8FC"1*ΞϓϦͷ4*σϓϩΠ • 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷ4*σϓϩΠ (JU)VCͱͷ࿈ܞ • ݕূ؀ڥͷ(JU)VC8FCIPPLTઃఆ • ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ Φϓγϣϯԋश ຊ൪؀ڥσϓϩΠ • ຊ൪؀ڥ΁ͷσϓϩΠ • ຊ൪ϒϥϯν΁ͷϚʔδɺΞϓϦߋ৽֬ೝ 
  13. ԋश஫ҙࣄ߲ © 2021 IBM Corporation 13 n ԋशͰ͸ɺʮ(JU)VCʯը໘ͱʮ0QFO4IJGU8FCίϯιʔϧʯը໘Λૢ࡞͠·͢ɻ ͲͪΒͷը໘͔໎Θͳ͍༷ʹɺͦΕͧΕͷը໘ࠨ্ʹΞΠίϯ͕෇͚ͯ͋Γ·͢ɻ (JU)VC

    0QFO4IJGU8FCコンソール
  14. <४උ>(JU)VCͷGPSL ˜*#.$PSQPSBUJPO n (JU)VC্Ͱϒϥϯνͷ࡞੒ɺฤूʢQVTINFSHFʣΛ ͓͜ͳ͍͖ͬͯͨͩ·͢ɻ ᶃ (JU)VCΞΧ΢ϯτΛ࡞੒͍ͯͩ͘͠͞ɻ ແྉͰ͢ – (JU)VCΞΧ΢ϯτͷ࡞੒ํ๏

    ೥൛  IUUQTRJJUBDPNBZBUPLVSBJUFNTFBCCBFFEDE ᶄ ࡞੒ͨ͠(JU)VCΞΧ΢ϯτʹҎԼͷϦϙδτϦΛGPSL͍ͯͩ͘͠͞ɻ – IUUQTHJUIVCDPNUUZLXOXPSLMPH ஫ ্هͰࢀর͢Δ2JJUBهࣄɺٴͼ(JU)VCϦϙδτϦ͸͢΂ͯ*#.ࣾһ͕࡞੒͍ͯ͠·͢ɻ ࣗ਎ͷΞΧ΢ϯτͷ(JU)VCΞΧ΢ϯτϖʔδ ʹҠಈ͠ɺϦϙδτϦʮXPSLMPHʯ͕ Ͱ͖͍ͯΔ͜ͱΛ֬ೝ͠·͢ɻ ԼهͷʮJCNKQDTNEFNPʯͷ෦෼͕ࣗ਎ͷ ΞΧ΢ϯτ໊ʹͳ͍ͬͯΔͷΛ֬ೝ͠·͢ɻ  'PSLΛ ΫϦοΫ
  15. <४උ>ϒϥϯν࡞੒ ˜*#.$PSQPSBUJPO n (JU)VC্Ͱϒϥϯνͷ࡞੒ɺฤूʢQVTINFSHFʣΛ͓͜ͳ͍͖ͬͯͨͩ·͢ɻ ᶅ ։ൃ؀ڥɺݕূ؀ڥɺຊ൪؀ڥΛҙࣝͨ͠ϒϥϯνΛ৽͘͠࡞੒͠·͢ɻ – σϑΥϧτ͸NBTUFSϒϥϯνͰ͢ɻQSFQSPEVDUJPO QSPEVDUJPOϒϥϯνΛ࡞੒͠·͢ɻ 

    (JUϦϙδτϦ ݕূ؀ڥ༻ ຊ൪؀ڥ༻ ஫ ຊ൪؀ڥ͸ΦϓγϣϯԋशͰͷΈ࢖༻ͱͳΓ·͕͢ɺཧղͷҝʹ͜͜Ͱ࡞੒͓͖ͯ͠·͢ɻ
  16. <४උ>ϓϩδΣΫτͷ࡞੒ ˜*#.$PSQPSBUJPO  n 8FCίϯιʔϧʹϩάΠϯ͍ͯͩ͘͠͞ɻ – ϩάΠϯํ๏͸ষΛࢀর n ϓϩδΣΫτͷ࡞੒ ݕূ؀ڥʮQSFQSPEVDUJPOʯͱ

    ຊ൪؀ڥʮQSPEVDUJPOʯΛ༻ҙ͠·͢ɻ ᶃ <؅ཧऀ>ύʔεϖΫςΟϒʹͯ <ϓϩδΣΫτ>Λબ୒͠ɺ <1SPKFDUͷ࡞੒>ϘλϯΛΫϦοΫ͠·͢ɻ ᶄ μΠΞϩά͕දࣔ͞ΕͨΒɺϓϩδΣΫτΛ ࡞੒͠·͢ɻ l ϓϩδΣΫτ໊͸ ʮ QSFQSPEVDUJPOʯͰ࡞੒ l ຊ൪؀ڥ΋ಉ༷ʹɺϓϩδΣΫτ໊Λ ʮ QSPEVDUJPOʯʹͯ͠࡞੒ ᶅ ϓϩδΣΫτҰཡ͔Β <QSFQSPEVDUJPO>ϦϯΫΛબ୒͠·͢ɻ ͜ΕʹΑΓɺࠓޙ࡞੒͢ΔΦϒδΣΫτ͸ QSFQSPEVDUJPOϓϩδΣΫτͷΦϒδΣΫτͱͳΓ·͢ɻ pre-production production
  17. ஫ҙ఺ ˜*#.$PSQPSBUJPO  ຊ೔ͷԋशͰ͸ɺ.POHP%#ΛӬଓԽ ֎෦σΟεΫ ͤ͞ͳ͍ํ๏ͰσϓϩΠ ͠·͢ɻࢿྉ͸ӬଓԽํ๏Ͱ࡞੒͍ͯ͠ΔͨΊɺօ͞·͕࡞੒͞Εͨ΋ͷͱ ը໘ද͕ࣔҟͳΓ·͢ɻ ࢿྉɿӬଓԽํࣜ ຊ೔ͷԋशɿඇӬଓԽ

  18.  ԋश  4*Ͱݕূ؀ڥʹσϓϩΠ © 2021 IBM Corporation 18

  19. .POHP%#ͷ࡞੒ ˜*#.$PSQPSBUJPO  n .POHP%#ͷ࡞੒ .POHP%#͸ɺ%PDLFS)VCʹެ։͞Ε͍ͯΔ ΠϝʔδΛऔΓࠐΜͰσϓϩΠ͠·͢ɻ (JU)VCͷXPSLMPHʹ͋ΔEFQMPZNPOHPECZNMʹ͸ .POHP%#Λίϯςφͱͯ͠σϓϩΠ͢ΔͨΊͷ ઃఆ͕هड़͞Ε͍ͯ·͢ɻ

    ઃఆ಺༰͸ɺ ᶃ %FQMPZNFOU ᶄ 4FSWJDF ͷ͕ͭهड़͞Ε͍ͯ·͢ͷͰɺςΩετΤσΟλ΍ 8FCϒϥ΢βͳͲͰϑΝΠϧΛ։͖ɺͦΕͧΕΛ ίϐʔ͍͖ͯ͠·͢ɻৄࡉͳखॱ͸࣍ϖʔδΛࢀর ͍ͯͩ͘͠͞ɻ
  20. .POHP%#ͷ࡞੒ɿ%FQMPZNFOUͷ࡞੒ ˜*#.$PSQPSBUJPO  n %FQMPZNFOUͷ࡞੒ .POHP%#༻ͷ%FQMPZNFOUΛ࡞੒͠·͢ɻ ࣍ϖʔδ΁ଓ͘ ᶃ ࣄલʹɺEFQMPZNPOHPECZNM͔Β BQJ7FSTJPOBQQTWͱهࡌ͞ΕͨՕॴΛ

    ΤσΟλʔͳͲʹίϐʔ͓͖ͯ͠·͢ɻ ߦ໨ҎԼɺ࠷ޙ·Ͱ ᶄ 0QFO4IJGUͷ8FCίϯιʔϧ͔Βɺ <؅ཧऀ>ύʔεϖΫςΟϒΛબ୒͠ɺ <ϫʔΫϩʔυ>ˠ<σϓϩΠϝϯτ>Λ બ୒͠·͢ɻ ᶅ ӈ্ͷ<%FQMPZNFOUͷ࡞੒>ϘλϯΛ ΫϦοΫ͠ɺʮ$SFBUF%FQMPZNFOUʯ ը໘Λදࣔ͠·͢ɻ EFQMPZNPOHPECZNM ᶃߦ໨͔Β ࠷Լ෦·Ͱ ᶄ0QFO4IJGUͷ 8FCίϯιʔϧ ᶅ
  21. .POHP%#ͷ࡞੒ɿ%FQMPZNFOUͷ࡞੒ © 2021 IBM Corporation 21 n %FQMPZNFOUͷ࡞੒ ଓ͖ ᶆ

    ʮ$SFBUF%FQMPZNFOUʯը໘ͷΤσΟλʔཝʹॳظঢ়ଶͰهࡌ͞Ε͍ͯΔ಺༰Λ࡟আ͠·͢ɻ EFQMPZNPOHPECZNM͔Βίϐʔͨ͠ςΩετΛͦ͜ʹషΓ෇͚ͯ<࡞੒>ϘλϯΛΫϦοΫ͠·͢ɻ ͜ΕͰɺ.POHP%#͕࡞੒͞Ε·ͨ͠ɻ ᶆ্ॻ͖ͯ͠ <࡞੒>࣮ࢪ
  22. .POHP%#ͷ࡞੒ɿ4FSWJDFͷ࡞੒ ˜*#.$PSQPSBUJPO  n 4FSWJDFͷ࡞੒ ଓ͚ͯɺ4FSWJDFΛ࡞੒͠·͢ɻ ᶃ ࣄલʹɺEFQMPZNPOHPECZNM͔Β ߦ໨ BQJ7FSTJPOWͱهࡌ͞ΕͨՕॴ͔Β

    ߦ໨·Ͱίϐʔ͓͖ͯ͠·͢ɻ Ͱғ·ΕͨՕॴͰ͢ ᶄ 0QFO4IJGUͷ8FCίϯιʔϧ͔Βɺ <؅ཧऀ>ύʔεϖΫςΟϒΛબ୒͠ɺ <ωοτϫʔΫ> ˠ<αʔϏε>Λબ୒͠·͢ɻ ᶅ <4FSWJDFͷ࡞੒> ϘλϯΛΫϦοΫ͠ɺ ʮ$SFBUF4FSWJDFʯը໘Λදࣔ͠·͢ɻ EFQMPZNPOHPECZNM ࣍ϖʔδ΁ଓ͘ ᶄ0QFO4IJGUͷ 8FCίϯιʔϧ ᶅ ᶃ͜ͷ෦෼ ͷΈίϐʔ
  23. .POHP%#ͷ࡞੒ɿ4FSWJDFͷ࡞੒ ˜*#.$PSQPSBUJPO  n 4FSWJDFͷ࡞੒ ଓ͖ ᶆ ʮ$SFBUF%FQMPZNFOUʯը໘ͷΤσΟλʔཝʹॳظঢ়ଶͰهࡌ͞Ε͍ͯΔ಺༰Λ࡟আ͠·͢ɻ EFQMPZNPOHPECZNM͔Βίϐʔͨ͠ςΩετΛͦ͜ʹషΓ෇͚ͯ<࡞੒>ϘλϯΛΫϦοΫ͠·͢ɻ ͜ΕͰɺNPOHP%#ΛଞͷΞϓϦ͔ΒࢀরՄೳͱͳΓ·ͨ͠ɻ

  24. 1ZUIPO'MBTLͰߏங͞Εͨ 8FC"1*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  n NPOHP%#Λࢀর͢Δ1ZUIPO'MBTL8FC"1*ΞϓϦΛσϓϩΠ͠·͢ɻ खॱ͸ҎԼͷͱ͓ΓͰ͢ɻ ᶃ <%FWFMPQFS>ύʔεϖΫςΟϒͷτϙϩδʔΛબ୒͠ɺʮNPOHPʯ͕੨ؙͰදࣔ͞Ε͍ͯΔ͜ͱΛ֬ೝ͠·͢ɻ ᶄ

    < ௥Ճ><ιʔε(JU>Λબ୒͠·͢ɻ ʮNPOHPʯ͕ೱ͍੨ؙͰ දࣔ͞Ε͍ͯΔ͜ͱΛ֬ೝ
  25. 1ZUIPO'MBTLͰߏங͞Εͨ 8FC"1*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  ᶅ HJUϦϙδτϦ63-Λऔಘ͠·͢ɻ(JU)VCͷը໘Ͱ<DPEF>ϘλϯΛΫϦοΫ͠ʮ)5514ʯλϒʹॻ͔Εͨ63-ͷӈଆʹ͋Δ ίϐʔϘλϯΛΫϦοΫ͠·͢ɻ ᶆ 0QFO4IJGUͷ8FCίϯιʔϧը໘ʹ໭Γʮ(JUϦϙδτϦʔ 63-ʯʹɺίϐʔͨ͠HJUϦϙδτϦ63-ΛషΓ෇͚·͢ɻ

    ᶇ <ৄࡉͷ (JU Φϓγϣϯͷදࣔ>ϦϯΫΛΫϦοΫ͠ɺදࣔ͞Εͨʮ(JU ϦϑΝϨϯεʯʹʮQSFQSPEVDUJPOʯ ຊ൪؀ڥͷ৔߹͸ʮQSPEVDUJPOʯ Λೖྗ͠·͢ɻ ᶅ(JU)VCը໘ ᶆᶇ0QFO4IJGUͷ 8FCίϯιʔϧը໘
  26. 1ZUIPO'MBTLͰߏங͞Εͨ 8FC"1*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  ᶈ ʮϏϧμʔΠϝʔδʯͰ<1ZUIPO>Λબ୒͠·͢ɻ ᶉ ʮΞϓϦέʔγϣϯ໊ʯʹʮXPSLMPHʯΛɺʮ໊લʯʹ͸ʮXPSLMPHBQJʯΛೖྗ͠·͢ɻ ᶊ <ϧʔςΟϯά>ϦϯΫΛΫϦοΫ͠·͢ɻʮλʔήοτϙʔτʯʹʮʯΛೖྗ͠<$SFBUF

    lz>Λબ୒͠·͢ɻ ᶋ <࡞੒>ϘλϯΛΫϦοΫ͠·͢ɻ ͜ΕͰɺ1ZUIPO'MBTL8FC"1*ΞϓϦͷσϓϩΠ͕։࢝͞Ε·ͨ͠ɻ
  27. 4*σϓϩΠʹ͍ͭͯิ଍ ˜*#.$PSQPSBUJPO  " Ͱॻ͔Ε͍ͯΔͷ͸ ʮΞϓϦέʔγϣϯʯΛ ҙਤ͓ͯ͠Γɺ %FQMPZNFOUͳͲͷΦϒ δΣΫτΛ άϧʔϐϯά͢Δ֓೦Ͱ͢ɻ

    ઌఔͷઃఆը໘ʹͯɺ ʮΞϓϦέʔγϣϯ໊ʯͰࢦఆͨ͠ ʮXPSLMPHʯ͕දࣔ͞Ε͍ͯΔ͜ͱΛ ֬ೝ͢Δ͜ͱ͕Ͱ͖·͢ɻ ಉ͘͡ ઃఆͨ͠ʮ໊લʯ͸ɺ%FQMPZNFOUͷ /BNFɺʮXPSLMPHBQJʯʹͳΓ·͢ ,VCFSOFUFTʹ׳Εͨํ͸ɺ%PDLFSϦϙδτϦΛ௨ͣ͞ʹιʔείʔυΛ௚઀σϓϩΠ Ͱ͖Δ͜ͱʹڻ͔ΕͨͷͰ͸ͳ͍Ͱ͠ΐ͏͔ɻ ͜Ε͕0QFO4IJGUͷར఺ͷͭɺ4* TPVSDFUPJNBHF ػೳͰ͢ɻ
  28. ͭͷίϯςφΛͭͷ"QQMJDBUJPOʹϚʔδ ˜*#.$PSQPSBUJPO  n ʮ % NPOHPʯΛ4IJGU υϥοάͰʮXPSLMPHBQJʯʹҠಈ͠ಉ͡"QQMJDBUJPOʹଐͤ͞·͢ɻ – ΦϒδΣΫτ͕ଟ͋͘Δ৔߹͸͜ͷΑ͏ʹ"QQMJDBUJPOͰ۠෼͚͢Δͱݟ΍͘͢ͳΓ·͢ɻ

    γεςϜͷಈ࡞ࣗମʹ͸Өڹͷͳ͍࡞ۀͰ͢ – ૢ࡞͸ԼهͰ͢ɻԼه͸ɺಈըʹͳ͍ͬͯ·͢ɻΫϦοΫͯ͠࠶ੜ͍ͯͩ͘͠͞ɻ ಈը͕࠶ੜͰ͖ͳ͍৔߹͸ɺࢿྉͱҰॹʹ഑෍͞Ε͍ͯΔʮ0QFO4IJGU$BNQNPWʯΛμ΢ϯϩʔυͯ͠࠶ੜ͍ͯͩ͘͠͞ɻ
  29. 4*σϓϩΠʹ͍ͭͯิ଍ ˜*#.$PSQPSBUJPO  Ϗϧυ׬ྃޙͷΞϓϦϩά͸ ʮ1PETʯʹ͋Δ<7JFXMPHT>ͱ͍͏ ϦϯΫΛΫϦοΫ͢Δ͜ͱͰ ಈ࡞ϩάΛ֬ೝ͢Δ͜ͱ͕Ͱ͖·͢ɻ ʮ#VJMETʯʹ͸ʮ#VJMEOJTYYYYʯͱ͍ ͏ Ϗϧυঢ়گ͕දࣔ͞Ε͍ͯ·͢ɻ·ͨɺ

    <7JFXMPHT>ͱ͍͏ϦϯΫ͕͋ΔͷͰɺ ΫϦοΫ͢Δ͜ͱͰϏϧυϩάΛ ֬ೝ͢Δ͜ͱ͕Ͱ͖·͢ɻ %FQMPZNFOUͷ߲໨Λ ΫϦοΫͯ͠දࣔ
  30. 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  n 8FC"1*ΞϓϦΛࢀর͢Δ8FC6*ΞϓϦΛσϓϩΠ͠·͢ɻ खॱ͸ҎԼͷͱ͓ΓͰ͢ɻ ᶃ <%FWFMPQFS>ύʔεϖΫςΟϒΛબ୒͠ɺ <τϙϩδʔ>Λબ୒͠·͢ɻ

    ᶄ 8FC"1*ΞϓϦ XPSLMPHBQJ ΛΫϦοΫ͠ɺ 3FTPVSDFTλϒͷ࠷Լ෦ʹ͋Δ3PVUFT͔Βɺ -PDBUJPO63-Λίϐʔ͠·͢ɻ ίϐʔͨ͠63-͸ςΩετΤσΟλͳͲʹ ୀආ͠·͢ ޙͰ࢖͍·͢ ɻ ᶅ ࠨͷϝχϡʔ͔Β< ௥Ճ>Λબ୒͠ɺ <ιʔε(JU>Λબ୒͠·͢ɻ 63-Λίϐʔ͠ɺ ςΩετΤσΟλ౳ʹ ίϐʔ͍ͯͩ͘͠͞ɻ
  31. 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  ᶆ HJUϦϙδτϦ63-Λऔಘ͠·͢ɻ(JU)VCը໘ͷ<DPEF>ϘλϯΛΫϦοΫ͠ʮ)5514ʯλϒʹॻ͔Εͨ63-ͷӈଆʹ͋Δί ϐʔϘλϯΛΫϦοΫ͠·͢ɻ ᶇ 0QFO4IJGUͷ8FCίϯιʔϧը໘ʹ໭Γɺʮ(JUϦϙδτϦʔ 63-ʯʹɺίϐʔͨ͠HJUϦϙδτϦ63-ΛషΓ෇͚·͢ɻ

    ᶈ <ৄࡉͷ (JU Φϓγϣϯͷදࣔ>ϦϯΫΛΫϦοΫ͠ɺදࣔ͞Εͨʮ(JU ϦϑΝϨϯεʯʹʮQSFQSPEVDUJPOʯ ຊ൪؀ڥͷ৔߹͸ʮQSPEVDUJPOʯ Λೖྗ͠·͢ɻ ᶉ 8FC6*ΞϓϦ͸ΞϓϦέʔγϣϯϧʔτ͕ HJUϦϙδτϦϧʔτ XFCXPSLMPHͰ͢ɻʮίϯςΩετσΟϨΫτϦʔʯʹ ʮXFCXPSLMPHʯΛࢦఆ͠·͢ɻ XFCXPSLMPH
  32. 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  ᶉ ʮϏϧμʔΠϝʔδʯͰ</PEFKT>Λબ୒͠·͢ɻ ᶊ ʮΞϓϦέʔγϣϯ໊ʯʹʮXPSLMPHʯΛɺʮ໊લʯʹ͸ʮXPSLMPHVJʯΛೖྗ͠·͢ɻ ᶋ <ϧʔςΟϯά>ϦϯΫΛΫϦοΫ͠·͢ɻʮλʔήοτϙʔτʯʹʮʯΛೖྗ͠<$SFBUF

    lz>Λબ୒͠·͢ɻ XPSLMPHVJ  
  33. 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷ4*σϓϩΠ ˜*#.$PSQPSBUJPO  ᶌ <σϓϩΠϝϯτ>ϦϯΫΛΫϦοΫ͠·͢ɻ͜͜Ͱ͸؀ڥม਺ΛࢦఆͰ͖·͢ɻ ͜ͷΞϓϦͰ͸಺෦Ͱ3&"$5@"11@"11@4&37&3ͱ͍͏ม਺Λ8FC"1*αʔόͷ63-ͱͯ͠ར༻͍ͯ͠·͢ɻ ʮ໊લʯʹ͸ʮ3&"$5@"11@"11@4&37&3ʯɺʮ஋ʯʹ͸ᶄͰอଘ͓͍ͯͨ͠63-Λϖʔετ͠·͢ɻ ᶍ ը໘Լ෦ͷ<࡞੒>ϘλϯΛΫϦοΫ͠·͢ɻ

    ͜ΕͰɺ 3FBDUͰߏங͞Εͨ 8FC6*ΞϓϦͷσϓϩΠ͕։࢝͞Ε·ͨ͠ɻ
  34. ΞϓϦέʔγϣϯͷಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶃ <%FWFMPQFS>ύʔεϖΫςΟϒͰ<τϙϩδ>Λબ୒͠·͢ɻ ᶄ <XPSLMPHVJ>Λબ୒͠ɺʮ3PVUFTʯͷ-PDBUJPO63-ΛΫϦοΫ͠·͢ɻ ΞϓϦ͕։͖·͢

  35. ΞϓϦέʔγϣϯͷಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶃ 8FMDPNFը໘ʹͯ<$SFBUF"DDPVOU>ΛΫϦοΫ͠ɺ$SFBUF"DDPVOUը໘Λදࣔ͠·͢ɻ ᶄ Ϣʔβ໊ʢࣗ෼ͷ໊લʣɺ޷͖ͳύεϫʔυΛೖྗ͠ɺ<$SFBUF>ΛΫϦοΫ͠·͢ɻ8PSL-PHຊը໘ʹભҠ͢Ε͹ ΞϓϦέʔγϣϯ͸σϓϩΠ੒ޭͰ͢ɻ ᶅ 8PSL-PHը໘Ͱ͸࡞ۀϩάΛೖྗ͢Δ͜ͱ͕Ͱ͖·͢ɻ͜ΕΒͷ৘ใ͸.POHP%#ʹอଘ͞Ε͍ͯ·͢ɻ

    ᶆ ϩάΞ΢τ͠·͢ɻ ೖྗ஋͕ΧϨϯμʔ ʹ൓ө͞Ε·͢ɻ ೔෇Λબ୒͠ɺ ߲໨Λೖྗͯ͠ <6QEBUFʯΛ ΫϦοΫ
  36. ΞϓϦέʔγϣϯͷಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶆ -PHJOը໘Ͱઌఔ࡞੒ͨ͠ϢʔβɾύεϫʔυͰϩάΠϯ͠·͢ɻ <-PHJO>ϘλϯΛΫϦοΫ͠·͢ ᶇ ઌఔೖྗͨ͠৘ใ͕࠶౓දࣔ͞ΕΔ͜ͱΛ֬ೝ͠·͢ɻ

  37. ԋश  (JU)VCͱͷ࿈ܞ © 2021 IBM Corporation 37

  38. (JU)VC8FCIPPLTઃఆ ˜*#.$PSQPSBUJPO  n 0QFO4IJGUͷ8FCIPPL63-ͷऔಘ – ʮ؅ཧऀʯύʔεϖΫςΟϒ͔Β<Ϗϧυ>ͷ<Ϗϧυઃఆ>Λબ୒͠ɺӈଆͷϫʔΫεϖʔεʹදࣔ͞ΕΔ <XPSLMPHVJ>ΛΫϦοΫ͠·͢ɻ – ը໘ͰԼʹεΫϩʔϧͯ͠Ұ൪Լʮ(JU)VCʯͷӈͷ<$PQZ63-XJUI4FDSFU>ΛΫϦοΫ͠ɺ8FCIPPLͷ63-ͱ

    4FDSFUͷ಺༰ΛΤσΟλʔͳͲʹίϐʔ͍ͯͩ͘͠͞ɻ – <XPSLMPHBQJ>Ͱ΋ಉ༷ͷૢ࡞Λߦ͍·͢ɻ
  39. (JU)VC8FCIPPLTઃఆ ˜*#.$PSQPSBUJPO  n (JU)VCʹ8FCIPPLΛઃఆ ᶃ (JU)VCͷࣗ෼ͷϦϙδτϦʔ΁໭Γɺ<4FUUJOHT><8FCIPPLT><"EEXFCIPPL>Λબ୒͠·͢ɻ ᶄ ઌ΄ͲΫϦοϓϘʔυʹίϐʔͨ͠63- TFDSFUΛ<1BZMPBE63->ʹషΓ෇͚͍ͯͩ͘͞ɻ<$POUSPMUZQF>͸<BQQMJDBUJPOKTPO>

    Λબ୒͍ͯͩ͘͠͞ɻ ᶅ <"EEXFCIPPL>ϘλϯΛΫϦοΫ͠·͢ɻ
  40. (JU)VC8FCIPPLTઃఆ ˜*#.$PSQPSBUJPO  ݕূ؀ڥͷXPSLMPHBQJͱXPSLMPHVJͷͦΕͧΕͷઃఆΛ͓͜ͳ͍ͬͯͩ͘͞ɻ ׬ྃ͢ΔͱɺԼਤͷΑ͏ʹ̎ͭͷ8FCIPPLTઃఆ͕ฒͼ·͢ɻ ͜ΕͰXFCIPPLͷઃఆ͸׬ྃͰ͢ɻ ޙ͸ιʔείʔυͷमਖ਼Ͱࣗಈతʹ ΞϓϦέʔγϣϯ͕σϓϩΠ͞Ε·͢ɻ

  41. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ։ൃ؀ڥ NBTUFSϒϥϯν ΁ͷιʔείʔυमਖ਼ ᶃ (JU)VCͷࣗ෼ͷϦϙδτϦʔ΁໭ΓɺNBTUFSϒϥϯνͷιʔείʔυΛ௚઀ฤू͠·͢ɻ<$PEF>഑ԼͰϒϥϯνબ୒͕ ʮNBTUFSʯʹͳ͍ͬͯΔ͜ͱ

    NBTUFSʹ✓͕දࣔ͞Ε͍ͯΔ͜ͱ Λ֬ೝ͠·͢ɻ
  42. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶄ දࣔ͞Ε͍ͯΔ߲໨͔ΒɺXFCXPSLMPH  TSD  DPNQPOFOUT 

    8FMDPNFKT Λબ୒͠·͢ɻ ᶅ ιʔείʔυը໘ӈ্ͷԖචϚʔΫΛΫϦοΫ͠·͢ɻ
  43. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ © 2021 IBM Corporation 43 ᶆ ߦ໨ɺʮ8FMDPNFʯͱ͍͏จݴΛ͓޷͖ͳ จࣈྻʹมߋ͠·͢ɻ ᶇ

    ը໘ԼଆʹҠಈ͠ɺʮ$PNNJU$IBOHFTʯͷՕॴʹ Θ͔Γ΍͍͢ίϝϯτΛೖΕͯ<$PNNJU$IBOHFT> ϘλϯΛΫϦοΫ͠·͢ɻ
  44. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ © 2021 IBM Corporation 44 ᶈ (JU)VCͷࣗ෼ͷϦϙδτϦʔ΁໭Γɺ<4FUUJOHT><8FCIPPLT>ʹͯઃఆࡁΈͷ8FCIPPLT63-ΛΫϦοΫ͠·͢ɻ ᶉ <3FDFOU%FMJWFSJFT>λϒΛબ୒͠ɺίϛοτͨ࣌ؒ͠ʹ8FCIPPLT͕࣮ߦ͞Εͨ͜ͱΛ֬ೝ͠·͢ɻ

    ͭ͢΂ͯͰ࣮ߦ͞Εͯ ͍Δ͜ͱ͕֬ೝͰ͖·͢ɻ
  45. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ։ൃ؀ڥ NBTUFSϒϥϯν มߋޙͷ0QFO4IJGUଆͰϏϧυ͕࣮ߦ͞Ε͍ͯͳ͍͜ͱΛ֬ೝ ᶃ 1SPKFDUʮQSFQSPEVDUJPOʯʹͯɺτϙϩδʔ্Ͱ XPSLMPHVJ

    XPSLMPHBQJΛͦΕͧΕΫϦοΫ͠ɺ#VJMETʹ৽͍͠ Ϗϧυ͕࣮ࢪ͞Ε͍ͯͳ͍͜ͱΛ֬ೝ͠·͢ɻ Ϗϧυͷ൪߸͕ߋ৽ ͞Ε͍ͯ·ͤΜɻ 1SPKFDUʮQSFQSPEVDUJPOʯʹ഑ஔ͞ΕͨΞϓϦ ͸(JU)VCͷʮQSFQSPEVDUJPOʯϒϥϯνΛࢀর ͢Δ ઃఆΛߦ͍ͬͯΔͨΊɺʮNBTUFSʯϒϥϯνͰͷ มߋΠϕϯτΛड৴ͯ͠΋৽ͨͳϏϧυ͸࣮ߦ ͠·ͤΜɻ ˰ݕূ؀ڥ΍ຊ൪؀ڥ͸ɺ։ൃ؀ڥͰͷมߋͷ ӨڹΛड͚·ͤΜɻ
  46. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ݕূ؀ڥ QSFQSPEVDUJPOϒϥϯν ΁ͷιʔείʔυϚʔδ ᶃ (JU)VCͷࣗ෼ͷϦϙδτϦʔ΁໭ΓɺNBTUFSϒϥϯνͷมߋΛQSFQSPEVDUJPOʹ൓ө͠·͢ɻ <1VMMSFRVFTUT>഑ԼͰ</FXQVMM3FRVFTU>ΛΫϦοΫ͠·͢ɻ

  47. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶄ ʢॏཁʣʮCBTFSFQPTJUPSZʯͷՕॴΛɺࣗ෼ͷ ϦϙδτϦʹมߋ͠·͢ɻ GPSL͍ͯ͠Δ৔߹͸ɺGPSLݩ͕ࣗಈબ୒͞Εͯ ͠·͏ͨΊɺखಈͰमਖ਼͠·͢ ᶅ ʮCBTFʯͷՕॴΛʮQSFQSPEVDUJPOʯʹมߋ͠

    ·͢ɻ
  48. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶆ ʮ✓"CMFUPNFSHFʯͱ͍͏จࣈ͕දࣔ͞Εͯ ͍Δ͜ͱɺϚʔδ಺༰͕։ൃ؀ڥͰमਖ਼ͨ͠ Օॴ͚ͩͰ͋Δ͜ͱΛ֬ೝ͠·͢ɻ ᶇ <$SFBUFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ

  49. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶈ ίϝϯτΛ֬ೝͷ͏͑ɺ<$SFBUFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ1VMM3FRVFTU͕࡞੒͞Ε·ͨ͠ɻ

  50. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶉ <.FSHFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ ᶊ ಺༰Λ֬ೝͯ͠<$POGJSNNFSHF>ΛΫϦοΫ͠·͢ɻ

  51. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  ᶋ .FSHF͞Εͨ͜ͱΛ֬ೝ͠·͢ɻ ᶌ 0QFO4IJGU8FCίϯιʔϧʹͯɺϓϩδΣΫτ ʮQSFQSPEVDUJPOʯͷτϙϩδʔΛબ୒͠·͢ɻ ᶍ XPSLMPHVJͷঢ়گΛ֬ೝ͠ɺ৽ͨʹϏϧυ͕

    ࣮ߦ͞Ε͍ͯΔ͜ͱ͕֬ೝͰ͖·͢ɻ
  52. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ݕূ؀ڥಈ࡞֬ೝ ΞϓϦ͕มߋ͞Ε͍ͯΔ͜ͱ ᶃ 1SPKFDUͰ<QSFQSPEVDUJPO>Λબ୒͠ɺ<%FWFMPQFS>ύʔεϖΫςΟϒͰ<τϙϩδ>Λબ୒͠·͢ɻ ᶄ <XPSLMPHVJ>Λબ୒͠ɺʮ3PVUFTʯͷ-PDBUJPO63-ΛΫϦοΫ͠·͢ɻ

    8FMDPNFը໘Ͱɺมߋ͕൓ө ͞Ε͍ͯΔ͜ͱΛ֬ೝͰ͖·͢ɻ
  53. ࢀߟ © 2021 IBM Corporation 53 n ,VCFSOFUFT  Ϧιʔεͷ؅ཧ

    – IUUQTLVCFSOFUFTJPKBEPDTDPODFQUTDMVTUFSBENJOJTUSBUJPONBOBHFEFQMPZNFOU n ,VCFSOFUFT r ߋ৽ઓུ – IUUQTLVCFSOFUFTJPKBEPDTDPODFQUTXPSLMPBETDPOUSPMMFSTEFQMPZNFOU&##&#&"&" n 0QFO4IJGUΞϓϦέʔγϣϯϥΠϑαΠΫϧϚωδϝϯτ – IUUQTBDDFTTSFEIBUDPNEPDVNFOUBUJPOKBKQPQFOTIJGU@DPOUBJOFS@QMBUGPSNIUNMBQQMJDBUJPOTBQQMJDBUJPOMJGFDZDMFNBOBHFNFOUPMNDSFBUJOHFUDEDMVTUFSGSPN PQFSBUPS@PEDDSFBUJOHBQQMJDBUJPOTVTJOHEFWFMPQFSQFSTQFDUJWF n (PPHMF$MPVEΞʔΩςΫνϟηϯλʔ – IUUQTDMPVEHPPHMFDPNBSDIJUFDUVSFBEESFTTJOHDPOUJOVPVTEFMJWFSZDIBMMFOHFTJOBLVCFSOFUFTXPSME IMKBFOWJSPONFOUT n ,VCFSOFUFT؀ڥΛෳ਺࣋ͭ৔߹ͷϝϦοτɾσϝϦοτ 1SP$POT – IUUQWBEJNFJTFOCFSHCMPHTQPUDPNNVMUJDMVTUFSQSPTBOEDPOTIUNM n ,VCFSOFUFTΫϥελʔ಺ͷෳ਺ͷαʔϏε·ͨ͸ΞϓϦͷ؀ڥͷ؅ཧ – IUUQTIVNBOJUFDDPNCMPHNBOBHJOHFOWJSPONFOUTJOBLVCFSOFUFTDMVTUFS n (JU-BC$* "SHP$%ͰLTͷ(JU0QTΛࢼͯ͠ΈΔ – IUUQTXXXGPSDJBDPNCMPHIUNM n 1SPEVDUJPOHSBEFEFMJWFSZXPSLGMPXVTJOH"SHP$% – IUUQTCMPHLJOUPOFJPFOUSZQSPEVDUJPOHSBEFEFMJWFSZXPSLGMPXVTJOHBSHPDE n 3FE)BU0QFO4IJGU(JU0QT ϦϦʔεϊʔτ – IUUQTBDDFTTSFEIBUDPNEPDVNFOUBUJPOKBKQPQFOTIJGU@DPOUBJOFS@QMBUGPSNIUNMDJDEHJUPQT n (JU0QTͰઈରʹආ͚ͯ௨Εͳ͍ϒϥϯνઓུ – IUUQTBNBZBIBUFOBCMPHKQFOUSZ
  54. Φϓγϣϯԋश  %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ © 2021 IBM Corporation 54

  55. %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ ˜*#.$PSQPSBUJPO n 0QFO4IJGUͰ΋,VCFSOFUFTͱಉ༷ʹ%PDLFSΠϝʔδΛ࢖ͬͯσϓϩΠΛߦ͏͜ͱ͕Ͱ͖·͢ɻ – ҎԼͷ%PDLFSΠϝʔδΛ0QFO4IJGUʹσϓϩΠ͢ΔखॱΛ͝঺հ͠·͢ • ୯७ͳ+BWBϚΠΫϩαʔϏε • %PDLFSΠϝʔδɿIUUQTIVCEPDLFSDPNSOIFJEMPGGBVUIPST

    ˞ • ࠓճ͸লུ͠·͕͢ɺ࣮ࡍͷϓϩδΣΫτͰ͸ҎԼͷ࡞ۀΛ࣮ࢪ্ͨ͠Ͱɺ ͝঺հ͢ΔॲཧΛ࣮ࢪ͠·͢ɻ » HJUͳͲͷιʔείʔυ؅ཧ΁ιʔείʔυΛQVTI » ࠷৽ιʔείʔυͷQVMMͱ%PDLFSΠϝʔδͷϏϧυ » %PDLFSϦϙδτϦʹ%PDLFSΠϝʔδΛQVTI  ஫ ্ه%PDLFS)VCϦϙδτϦ %PDLFSΠϝʔδ͸*#.ࣾһ͕࡞੒͍ͯ͠·͢ɻ ͜Ε·ͰͷԋशͰ࣮ࢪͨ͠ʮ4*ʯͱ͍ ͏σϓϩΠํࣜͰ͸ɺԼͭΛ࣮ࢪ͢Δ ͜ͱͳ͘0QFO4IJGUʹΞϓϦΛσϓϩΠ ͢Δ͜ͱ͕Ͱ͖·͢ɻ
  56. %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ ˜*#.$PSQPSBUJPO  n %PDLFSΠϝʔδͷσϓϩΠ ᶃ %FWFMPQFSύʔεϖΫςΟϒʹมߋ͠ɺ<ίϯςφΠϝʔδ>Λબ୒͠·͢ɻ ᶄ Πϝʔδ໊ʹʮOIFJEMPGGBVUIPSTWʯΛೖྗ͠ɺ<࡞੒>ΛΫϦοΫ͠·͢ɻ QSFQSPEVDUJPO

  57. %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ ˜*#.$PSQPSBUJPO  n σϓϩΠͷ֬ೝ ᶃ %PDLFSΠϝʔδ͕0QFO4IJGUʹσϓϩΠ͞Ε·ͨ͠ɻ ᶄ 3PVUFTͷ63-ϦϯΫΛΫϦοΫ͢Δ͜ͱͰɺΞϓϦέʔγϣϯΛ֬ೝ͢Δ͜ͱ͕Ͱ͖·͢ɻ QSFQSPEVDUJPO

  58. %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ r ࡟আ ˜*#.$PSQPSBUJPO  n αʔϏεͷ࡟আ ެ։͞Ε͍ͯΔωοτϫʔΫઃఆΛ࡟আ͠·͢ɻ ᶃ τϙϩδը໘ʹͯɺ<4FSWJDFT>ͷϦϯΫΛΫϦοΫ͠·͢ɻ

    ᶄ දࣔ͞Εͨ4FSWJDFը໘ʹ͋Δӈ্ͷʮΞΫγϣϯʯ͔Β<4FSWJDFͷ࡟আ>Λબ୒͠·͢ɻ ᶅ μΠΞϩά͕දࣔ͞ΕΔͷͰɺ֬ೝޙ<࡟আ>ΛΫϦοΫ͠·͢ɻ ᶃ ᶄ ᶅ
  59. %PDLFSΠϝʔδΛ࢖ͬͨσϓϩΠ  ࡟আ ˜*#.$PSQPSBUJPO  n σϓϩΠϝϯτͷ࡟আ σϓϩΠϝϯτΛ࡟আ͢ΔͱɺͦͷσϓϩΠϝϯτ͕࣋ͭશͯͷΦϒδΣΫτ΋࡟আ͞Ε·͢ɻ ᶃ ࠶౓τϙϩδը໘Λදࣔ͠ɺදࣔ͞Ε͍ͯΔΞϓϦΛΫϦοΫ͠·͢ɻ

    ᶄ ӈ্ͷʮΞΫγϣϯʯ͔Β<%FQMPZNFOUͷ࡟আ>Λબ୒͠·͢ɻ ᶅ μΠΞϩά͕දࣔ͞ΕΔͷͰɺ֬ೝޙ<࡟আ>ΛΫϦοΫ͠·͢ɻ νΣοΫ͸0/ͷ··Ͱ0,Ͱ͢ ᶃ ᶄ ᶃ ᶅ
  60. Φϓγϣϯԋश  ຊ൪؀ڥͰͷ4*σϓϩΠ © 2021 IBM Corporation 60

  61. ຊ൪؀ڥ΁ͷσϓϩΠ ˜*#.$PSQPSBUJPO  ࡞ۀ಺༰͸ݕূ؀ڥͱಉ͡Ͱ͢ɻ ʮԋश ݕূ؀ڥʹ4*ͰσϓϩΠʯΛࢀর࣮ͯ͠ࢪ͍ͯͩ͘͠͞ɻ ϓϩδΣΫτɺٴͼ(JU)VCͷϒϥϯνࢦఆΛʮQSPEVDUJPOʯʹஔ͖׵͑ͯσϓϩΠΛ࣮ߦ͍ͯͩ͘͠͞ɻ ϓϩδΣΫτʹ͸ ʮQSPEVDUJPOʯΛࢦఆ (JUϦϑΝϨϯε

    ϒϥϯν ʹʮQSPEVDUJPOʯΛࢦఆ
  62. ຊ൪؀ڥ༻(JU)VC8FCIPPLTઃఆ ˜*#.$PSQPSBUJPO  ຊ൪؀ڥͷXPSLMPHBQJͱXPSLMPHVJͷͦΕͧΕͷઃఆΛ͓͜ͳ͍ͬͯͩ͘͞ɻ ઃఆํ๏͸ݕূ؀ڥͱಉ͡Ͱ͢ɻʮ ԋश  (JU)VCͱͷ࿈ܞʯΛࢀর͍ͯͩ͘͠͞ɻ ׬ྃ͢ΔͱɺԼਤͷΑ͏ʹݕূ؀ڥ෼ͱ߹Θͤͯͭͷ8FCIPPLTઃఆ͕ฒͼ·͢ɻ ͜ΕͰXFCIPPLͷઃఆ͸׬ྃͰ͢ɻ

    ޙ͸ιʔείʔυͷमਖ਼Ͱࣗಈతʹ ΞϓϦέʔγϣϯ͕σϓϩΠ͞Ε·͢ɻ
  63. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥಈ࡞֬ೝ ΞϓϦ͕มߋ͞Ε͍ͯͳ͍͜ͱ ᶃ 1SPKFDUͰ<QSPEVDUJPO>Λબ୒͠ɺ<%FWFMPQFS>ύʔεϖΫςΟϒͰ<τϙϩδ>Λબ୒͠·͢ɻ ᶄ <XPSLMPHVJ>Λબ୒͠ɺʮ3PVUFTʯͷ-PDBUJPO63-ΛΫϦοΫ͠·͢ɻ

    8FMDPNFը໘͕ΦϦδφϧͷ ঢ়ଶͰ͋Δ͜ͱΛ֬ೝͰ͖·͢ɻ ᶄ
  64. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷιʔείʔυϚʔδ ᶃ (JU)VCͷࣗ෼ͷϦϙδτϦʔ΁໭ΓɺQSFQSPEVDUJPOϒϥϯνͷมߋΛQSPEVDUJPOʹ൓ө͠·͢ɻ<1VMMSFRVFTUT>λϒ಺Ͱ </FXQVMM3FRVFTU>ΛΫϦοΫ͠·͢ɻ

  65. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷ ιʔείʔυϚʔδ ᶄ ʢॏཁʣʮCBTFSFQPTJUPSZʯͷՕॴΛɺࣗ෼ͷ

    ϦϙδτϦʹมߋ͠·͢ GPSL͍ͯ͠Δ৔߹͸ɺGPSLݩ͕ࣗಈબ୒͞Εͯ ͠·͏ͨΊɺखಈͰमਖ਼͠·͢ ᶅ ʮCBTFʯͷՕॴΛʮQSPEVDUJPOʯʹมߋ͠·͢ɻ ᶆ ʮDPNQBSFʯͷՕॴΛʮQSFQSPEVDUJPOʯʹ มߋ͠·͢ɻ
  66. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷ ιʔείʔυϚʔδ ᶆ ʮ✓"CMFUPNFSHFʯͱ͍͏จࣈ͕දࣔ͞Εͯ

    ͍Δ͜ͱɺϚʔδ಺༰͕։ൃ؀ڥͰमਖ਼ͨ͠ Օॴ͚ͩͰ͋Δ͜ͱΛ֬ೝ͠·͢ɻ ᶇ <$SFBUFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ
  67. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷιʔείʔυϚʔδ ᶈ ίϝϯτΛ֬ೝͷ͏͑ɺ<$SFBUFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ1VMM3FRVFTU͕࡞੒͞Ε·ͨ͠ɻ

  68. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷιʔείʔυϚʔδ ᶉ <.FSHFQVMMSFRVFTU>ΛΫϦοΫ͠·͢ɻ ᶊ

    ಺༰Λ֬ೝͯ͠<$POGJSNNFSHF>ΛΫϦοΫ͠·͢ɻ
  69. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥ QSPEVDUJPOϒϥϯν ΁ͷ ιʔείʔυϚʔδ ᶋ .FSHF͞Εͨ͜ͱΛ֬ೝ͠·͢ɻ

    ᶌ 0QFO4IJGU8FCίϯιʔϧʹͯɺ 1SPKFDU<QSPEVDUJPO>ͷτϙϩδʔΛબ୒͠·͢ɻ ᶍ XPSLMPHVJͷঢ়گΛ֬ೝ͠ɺ৽ͨʹϏϧυ͕࣮ߦ ͞Ε͍ͯΔ͜ͱ͕֬ೝͰ͖·͢ɻ
  70. ιʔείʔυͷมߋͱϚʔδɺ$%ಈ࡞֬ೝ ˜*#.$PSQPSBUJPO  n ຊ൪؀ڥಈ࡞֬ೝ ΞϓϦ͕มߋ͞Ε͍ͯΔ͜ͱ ᶃ 1SPKFDUͰ<QSPEVDUJPO>Λબ୒͠ɺ<%FWFMPQFS>ύʔεϖΫςΟϒͰ<τϙϩδ>Λબ୒͠·͢ɻ ᶄ <XPSLMPHVJ>Λબ୒͠ɺʮ3PVUFTʯͷ-PDBUJPO63-ΛΫϦοΫ͠·͢ɻ

    ᶄ 8FMDPNFը໘Ͱɺมߋ͕൓ө ͞Ε͍ͯΔ͜ͱΛ֬ೝͰ͖·͢ɻ
  71. © 2021 IBM Corporation 71