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ざっくり理解するクラウドの基礎

 ざっくり理解するクラウドの基礎

サポーターズ勉強会資料
https://supporterz.connpass.com/event/49090/

サポーターズ

February 17, 2017
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  1. ͬ͘͟Γཧղ͢Δ Ϋϥ΢υͷجૅ αϙʔλʔζษڧձ@2017/02/16 ۙ৿३ฏ 

  2. ࢀՃ͋Γ͕ͱ͏͍͟͝·͢ʂ 

  3. ΞδΣϯμ 

  4. ΞδΣϯμ • 19:00-19:10 ࣗݾ঺հ • 19:10-19:20 ΞϓϦέʔγϣϯͷσϓϩΠσϞ • 19:20-19:50 Ϋϥ΢υʹ͍ͭͯ

    • 19:50-20:10 Ϋϥ΢υͷϝϦοτɺσϝϦοτ • 20:10-20:30 ࣭ٙԠ౴ 
  5. ࣗݾ঺հ 

  6. ۙ৿”΃͍”३ฏ HALେࡕ WEB։ൃֶՊ̏೥ 

  7. ࠷ۙ΍ͬͯΔ͜ͱ 

  8. ITΠϕϯτݕࡧΞϓϦ eventory (iOS) 

  9. 18೥ VOYAGE GROUP಺ఆऀ 

  10. ࢀՃऀ΁ͷ࣭໰ 

  11. ֶੜͷਓ 

  12. Ϋϥ΢υؔ࿈Ұ੾৮ͬͨ͜ͱͳ͍ਓ 

  13. Ϋϥ΢υͷΠϝʔδڭ͍͑ͯͩ͘͞ 

  14. Ͱ͸ɺຊ୊ʹೖΓ·͢ɻ 

  15. ීஈ͸ΞϓϦέʔγϣϯΤϯδχΞ 

  16. ࠓ೔࿩͢͜ͱ͸ΞϓϦέʔγϣϯ
 ΤϯδχΞͱͯ͠ɺ஌͓͖͍ͬͯͨ ͜ͱΛֶ΂Δؾ͕͠·͢ɻ 

  17. Ϋϥ΢υͬͯͳΜͩΖ͏ 

  18. Ϋϥ΢υ Ϣʔβʔ͔ΒݟͯΫϥ΢υʢӢɺωοτϫʔΫʣ ͷதʹϓϩόΠμ͕ఏڙ͢Δ֤छαʔϏε͕
 ͋Δɻ Ϋϥ΢υίϯϐϡʔςΟϯάͱ͸ɺ
 ίϯϐϡʔλωοτϫʔΫΛϕʔεͱͨ͠
 ίϯϐϡʔλࢿݯͷར༻ܗଶͰ͋Δɻ Wikipedia 

  19. ͭ·ΓɺͲ͏͍͏͜ͱʁ 

  20. 

  21. Gmail͸Ϋϥ΢υαʔϏεͰ͢ 

  22. ࣮ମ͕ͳͯ͘΋ɺΠϯλʔωοτ௨ͯ͠ɺ
 αʔϏεΛར༻͢Δ͜ͱ͕ग़དྷΔɻ 

  23. Ϋϥ΢υͱର৅తͳܗଶ͕ɺ
 ΦϯϓϨϛεɻ 

  24. ΦϯϓϨϛεΘ͔Δਓ 

  25. ΦϯϓϨϛε اۀͳͲ͕৘ใγεςϜΛࣗࣾͰอ༗͠ɺ
 ࣗࣾͷઃඋʹ͓͍ͯӡ༻͢Δ͜ͱͰ͋Δɻ ʮpremiseʯͱ͸ߏ಺ɺళ಺ͱ͍͏ҙຯͷӳޠ Ͱɺฏͨ͘ݴ͑͹ΦϯϓϨϛεͱ͸ࣗࣾӡ༻ͷ͜ ͱͰ͋Δɻ IT༻ޠࣙయόΠφϦ 

  26. ͭ·Γɺࣗࣾαʔόʔ 

  27. Ϋϥ΢υ : Ͳ͔ͬͷαʔόʔ ΦϯϓϨϛε : ࣗࣾαʔόʔ 

  28. Ϋϥ΢υͷೝࣝ߹Θͤ 

  29. ར༻ऀ͔ΒݟͨΒɺͲͬͪ΋ Ϋϥ΢υαʔϏεͱ͍͏ೝࣝʹͳΔɻ GmailΈ͍ͨͳͷఏڙ͍ͯ͠Δձࣾ 

  30. ࠓճ͸ར༻ऀࢹ఺Ͱ͸ͳ͘ 

  31. ࣗࣾαʔόʔͰαʔϏεఏڙ Ϋϥ΢υͰαʔϏεఏڙ 

  32. ࣗࣾαʔόʔͰαʔϏεఏڙ Ϋϥ΢υͰαʔϏεఏڙ ͜Ε 

  33. σϓϩΠσϞ 

  34. σϓϩΠʁ ιϑτ΢ΣΞͷ෼໺Ͱɺ։ൃͨ͠ιϑτ΢ΣΞΛར༻Ͱ͖Δ Α͏ʹ࣮ࡍͷӡ༻؀ڥʹల։͢Δ͜ͱΛσϓϩΠͱ͍͏͜ͱ ͕͋Δɻ
 Πϯετʔϧʢinstallʣʹ͍ۙҙຯ͕ͩɺαʔόίϯϐϡʔλ ্Ͱӡ༻͞Ε֎෦͔ΒωοτϫʔΫΛ௨ͯ͡ར༻͞ΕΔιϑ τ΢ΣΞ΍ɺଞͷιϑτ΢ΣΞ͔Βࢀর͞ΕΔίϯϙʔωϯ τͳͲΛɺར༻Մೳͳঢ়ଶʹ͢ΔɺΞΫηεՄೳʹ͢Δɺͱ ͍ͬͨχϡΞϯε͕͋Δɻ IT༻ޠࣙయόΠφϦ

    
  35. ϦϦʔεͱ͔Ξοϓσʔτ 

  36. σϞ͠·͢ 

  37. tikasan/gae-go-starter 

  38. https://for-handson.appspot.com
 /api/get?name=supporterz 

  39. ར༻͢Δ σϓϩΠσϞ σϓϩΠ ΞϓϦ 

  40. ΤϯυϙΠϯτ https://for-handson.appspot.com
 • /api/get?name=test (GET)
 • /api/post (POST)
 • /api/put

    (PUT)
 • /api/delete (DELETE) 
  41. ؆୯Ͱ͠ΐʔʁ 

  42. ΦϯϓϨϛεͷ৔߹ 

  43. ΦϯϓϨϛεͷ৔߹ • αʔϏεͷࠓޙͷར༻ऀ਺ͷ༧૝Λ͢Δɻ • αʔόʔͷεϖοΫΛܾఆ͢Δɻ • αʔόʔͷஔ͖৔ॴΛܾΊΔɻ • αʔόʔௐୡ͢Δɻ •

    ryryryry 
  44. ར༻͢Δ ΦϯϓϨΠϝʔδ σϓϩΠ ΞϓϦ 

  45. ΋͠ɺ༧૝֎ʹར༻ऀ͕૿͑ͨΒ 

  46. ΦϯϓϨϛεͷ৔߹ • αʔϏεͷࠓޙͷར༻ऀ਺ͷਪҠΛ༧૝͢Δ • αʔόʔͷεϖοΫΛܾఆ͢Δɻ • αʔόʔௐୡ͢Δɻ • εέʔϧ͢ΔͨΊͷઃఆ΍ΒͳΜ΍Βʔʔʔ 

  47. େมͰ͢ 

  48. Ϋϥ΢υͷ৔߹ 

  49. Ϋϥ΢υͷ৔߹ • εέʔϧ͕؆୯ɻ • ैྔ՝ۚͳͷͰɺαʔϏεͷར༻ऀ਺͕༧૝ Ͱ͖ͳ͍ύλʔϯʹ޲͍ͯΔɻ • αʔόʔͷ্ཱ͕͙ͪ͛͢ग़དྷΔɻ 

  50. ͦ΋ͦ΋ɺεέʔϦϯάΑ͘෼͔Βͳ͍ਓ 

  51. εέʔϦϯά εέʔϦϯάͱ͸ɺʢର৅ͷن໛ʹԠͯ͡ʣ
 ૿ݮ͢Δɺ֦େɾॖখ͢ΔɺͳͲͷҙຯΛ࣋ͭӳ ୯ޠɻϝσΟΞٕज़ͷ෼໺Ͱ͸ɺը૾΍ಈըͳͲ Λը໘ʹදࣔ͢Δࡍʹɺը໘΍දࣔྖҬͷ޿͞ʹ ߹Θͤͯࣗಈతʹ֦େɾॖখ͢Δ͜ͱΛεέʔϦ ϯάͱ͍͏ɻ IT༻ޠࣙయ 

  52. εέʔϦϯάʹ͸ɺ
 ਨ௚ɺਫฏεέʔϧͷ̎ͭ͋Δ 

  53. ਫฏεέʔϧʢεέʔϧΞ΢τʣ 

  54. εέʔϧΞ΢τ ར༻ऀ͕ٸܹʹ૿͑ͨ εέʔϧΞ΢τʂ ΍͹͍ 

  55. ਨ௚εέʔϧʢεέʔϧΞοϓʣ 

  56. εέʔϧΞοϓ ར༻ऀ͕ٸܹʹ૿͑ͨ εέʔϧΞοϓʂ ΍͹͍ 

  57. εέʔϧ͕ॊೈʹ࣮ߦग़དྷΔͷ͕ɺ
 Ϋϥ΢υͷେ͖ͳڧΈͰ͢ɻ 

  58. σϞ͸PaaSͱ͍͏ܗଶͰ͢ɻ 

  59. PaaSʁ 

  60. PasS : Platform as a Service 

  61. ͭ·ΓɺͳΜͩɻ 

  62. ̋aaSγϦʔζͷͻͱͭͰ͢ɻ 

  63. ̋aaS • Analytics as a Service AaaS ౷ܭɺղੳ • Backend

    as a Service BaaS ϢʔβʔೝূɺҐஔ৘ใαʔϏεɺϓογϡ௨஌ͳͲ • Backup as a Service BaaS όοΫΞοϓ • Communication as a Service CaaS ௨৴ɺϏσΦձٞɺWEBձٞͳͲ • CI as a Service CI-aaS CI(ܧଓతΠϯςάϨʔγϣϯ)ɺ • Data as a Service DaaS σʔλશମ • Desktop as a Service DaaS σεΫτοϓ؀ڥ • Database as a Service DBaaS σʔλϕʔε 
  64. ΊͬͪΌ͋ΔʢೖΓ੾Βͳ͔ͬͨʣ 

  65. ࠓճ͸ɺ3ͭʹߜͬͯ࿩͠·͢ɻ 

  66. IaaS : Infrastructure as a Service PaaS : Platform as

    a Service BaaS : Backend as a Service 
  67. ͪΐͬͱٳܜೖΓ·͢ 

  68. IaaS 

  69. IaaS : Infrastructure ৘ใγεςϜͷՔಈʹඞཁͳԾ૝αʔόΛ͸͡Ίͱͨ͠ػࡐ΍ωοτ ϫʔΫͳͲͷΠϯϑϥΛɺΠϯλʔωοτ্ͷαʔϏεͱͯ͠ఏڙ ͢Δܗଶͷ͜ͱΛࢦ͠·͢ɻগʑཚ๫ʹ۠෼͢Δͱɺ͜Ε·Ͱͷϗε ςΟϯάαʔϏεͱݴΘΕΔαʔϏεͱఏڙൣғͷ۠෼Ͱ͸΄΅ม ΘΓ·ͤΜɻ
 Ͱ͸Կ͕ҟͳΔ͔ͱݴ͏ͱɺIaaSͷ࠷ޙͷʮαʔϏεʯͱ͍͏఺ʹͳ Γ·͢ɻαʔόΛར༻͢Δࡍʹඞཁͳϋʔυ΢ΣΞͷεϖοΫ΍OS

    ΛɺϢʔβʔ͕ࣗ෼Ͱࣗ༝ʹબఆͯ͠ɺωοτϫʔΫӽ͠ʹར༻͢Δ ͜ͱ͕ՄೳͰ͢ɻ Ϋϥ΢υΤʔε 
  70. ࣗલͰΧελϜ ར༻͢Δ IaaS Πϯετʔϧ σϓϩΠ ΞϓϦ 

  71. VPSͱಉ͡͡ΌͶʁ 

  72. VPS : Virtual Private Server όʔνϟϧɾϓϥΠϕʔτɾαʔόͱ͸
 Ұ୆ͷ෺ཧతͳαʔόίϯϐϡʔλ্ͰԾ૝త ͳαʔόίϯϐϡʔλΛԿ୆΋ىಈ͢Δٕज़ʹ Αͬͯͭ͘ΒΕͨԾ૝తͳαʔόίϯϐϡʔλ Ͱ͋Δɻ

    Wikipedia 
  73. ΄ͱΜͲಉ͡ͳؾ͕͢Δɻ 

  74. ൺֱ VPS
 αʔόʔΛ̍୆͝ͱͷ୯ମܖ໿ɻʢֹ݄ݻఆʣ
 εέʔϧ͕೉͍͠ɻ IaaS
 αʔόʔΛ̍୆͝ͱͷ୯ମܖ໿ɻʢֹ݄ݻఆɺैྔ՝ۚʣ
 εέʔϧ͕ग़དྷΔɻΦʔτεέʔϧ΋ग़དྷΔɻ
 VLANͳͲͷωοτϫʔΫઃఆ͕ग़དྷΔɻ
 ϩʔυόϥϯαɾɾɾͱʹ͔͘৭ʑ 

  75. IaaSͷϝϦοτɺσϝϦοτ͸ɺ
 ΋ͷ͘͢͝આ໌͕௕͘ͳΔͷͰɺ
 ͋ͱͰɺ·ͱΊͯ࿩͠·͢ʂ 

  76. PaaS 

  77. PaaS : Platform as a Service ιϑτ΢ΣΞΛߏங͓ΑͼՔಈͤ͞ΔͨΊͷ౔୆ͱͳΔϓϥο τϑΥʔϜΛɺΠϯλʔωοτܦ༝ͷαʔϏεͱͯ͠ఏڙ͢Δɻ ։ൃऀ͸ɺϓϥοτϑΥʔϜ্Ͱߏஙͨ͠αʔϏεΛࣗ෼ͷސ ٬ʹఏڙ͢Δ͜ͱ͕Ͱ͖Δɻ


    ۩ମతʹ͸ɺΠϯϑϥɺDBMSɺϢʔβΠϯλϑΣʔεͳͲͷ γεςϜ։ൃखஈͱͳΔπʔϧ΍ɺ։ൃͨ͠γεςϜΛӡ༻͢Δ ͨΊͷ؀ڥΛΠϯλʔωοτΛ௨ͯ͡ʮαʔϏεʯͱͯ͠ఏڙ ͠ɺֹ݄࢖༻ྉͳͲͷܗͰऩೖΛಘΔࣄۀϞσϧͰ͋Δɻ Wikipedia 
  78. σϞ͸PaaSͰ͢ɻ 

  79. ࠷ॳ͔Βಈ͘
 ؀ڥ͕͋Δɻ ར༻͢Δ PaaS σϓϩΠ ΞϓϦ 

  80. IaaSͷ৔߹ 

  81. ࣗલͰΧελϜ ར༻͢Δ IaaS Πϯετʔϧ σϓϩΠ ΞϓϦ 

  82. ΠϯϑϥͷߏஙΛؙʑল͚Δ 

  83. PaaS͸ΞϓϦέʔγϣϯͷ։ൃ
 εϐʔυײΛେࣄʹग़དྷΔܗࣜͰ͢ɻ 

  84. ΊͬͪΌศར͡ΌͶʁ 

  85. σϝϦοτ΋໪࿦͋Γ·͢ɻ 

  86. PaaSΛ૝ఆͯ͠ॻ͍ͨίʔυ͸
 ଞ؀ڥͰ͸ಈ͔ͳ͍͜ͱ͕͋Δɻ 

  87. ࢖͏ϝιου͕ҧͬͨΓɺ PaaSͷύοέʔδͷϝιουΛ
 ࢖Θͳ͍ͱಈ͔ͳ͔ͬͨΓɻ 

  88. ࠓճ͸GCPͷGAEͰ঺հ͠·͢ɻ
 
 GCP : GoogleͷΫϥ΢υ
 
 GAE : GCPͷPaaS 

  89. ྫɿͦ΋ͦ΋ϝιου͕มΘΔ 

  90. PaaS GVOD 3VO \ FFDIP/FX  dddddddddddd F(&5 lBQJHFU BQJ(FU

     dddddddddddd F1SF NJEEMFXBSF3FNPWF5SBJMJOH4MBTI  IUUQ)BOEMF  F ŠŠŠŠŠF4UBSU lz  ^ 
  91. ྫɿϩʔΧϧͩͱಈ͔ͳ͍ 

  92. ετϨʔδαʔό Cloud Storage
 
 ϑΝΠϧ΍ը૾ͷஔ͖৔ॴ 

  93. ϩʔΧϧͰςετ σϓϩΠࡁΈͷΞϓϦ ઃఆϑΝΠϧ ΞΫηεͰ͖Δ ແཧ 

  94. PaaS͸ศརͰ͕͢ɺ ศརͳͷ͸ϧʔϧΛཧղͨ͠Β ͱ͍͏ײ͡Ͱ͢ɻ 

  95. BaaS 

  96. BaaS BaaSͱ͸ɺεϚʔτϑΥϯΞϓϦ޲͚ͷ
 WebΞϓϦέʔγϣϯ͕ඞཁͱ͢Δαʔόଆͷ ༷ʑͳػೳΛΠϯλʔωοτΛ௨ͯ͡αʔϏε ͱͯ͠ఏڙ͢ΔΫϥ΢υαʔϏεͷҰछɻ IT༻ޠࣙయ 

  97. Firebase஌ͬͯΔਓ 

  98. Firebase • Ϣʔβʔೝূ • ϓογϡ௨஌ • ϦϞʔτίϯϑΟά • ετϨʔδ •

    ͦͷଞ৭ʑ 
  99. ͜ΕΒΛࣗલͰ࣮૷͢Δͱ
 ͳΔͱɺ݁ߏେมͰ͢ɻ 

  100. FirebaseͷΑ͏ͳɺ
 BaaSΛ࢖͏ͱɾɾɾ 

  101. ಋೖྫ JNQPSU6*,JU JNQPSU'JSFCBTF  !6*"QQMJDBUJPO.BJO DMBTT"QQ%FMFHBUF6*3FTQPOEFS 6*"QQMJDBUJPO%FMFHBUF\  WBSXJOEPX6*8JOEPX 

     GVODBQQMJDBUJPO BQQMJDBUJPO6*"QQMJDBUJPO EJE'JOJTI-BVODIJOH8JUI0QUJPOTMBVODI0QUJPOT </40CKFDU"OZ0CKFDU> #PPM\ '*3"QQDPOpHVSF ɹŠŠŠŠ͜ΕͰऴΘΓ SFUVSOUSVF ^ ^ 
  102. ָʂʂʂʂʂ 

  103. ͪΐͬͱFirebaseͷը໘ݟͤ·͢ɻ 

  104. BaaS͸جຊతʹศརͰɺ
 ࢖Θͳ͍ख͸ͳ͍ɻ 

  105. ͕ 

  106. ৽͍͠ػೳʹ௥ैग़དྷͯ
 ͍ͳ͍͜ͱ΋͋Δɻ 

  107. iOSͷ࠷৽ͷϦονϓογϡ௨ ஌ʹ͸ରԠͯ͠ͳ͍ͳͲɻ
 ʢ࢓ํͳ͍ؾ΋͢Δʣ 

  108. Ϋϥ΢υͷϝϦοτɺσϝϦοτ 

  109. ͜͜·Ͱ௕ʑͱ࿩Λ͖ͯ͠·͕ͨ͠
 ·ͱΊʹೖΓ͍ͨͱࢥ͍·͢ɻ 

  110. େมศརͳΫϥ΢υͰ͕͢ɺ
 શͯͷ૊৫Ͱಋೖ͞Ε͍ͯͳ͍
 ཧ༝͕͋Γ·͢ɻ 

  111. ΦϯϓϨϛεͱൺֱ͠ͳ͕Βɺ
 ϝϦοτɺσϝϦοτΛ
 ঺հ͍ͨ͠ͱࢥ͍·͢ɻ 

  112. Ϋϥ΢υͱΦϯϓϨϛεͷҧ͍ • ػີੑ • ಋೖεϐʔυ • ॊೈੑ • ಁ໌ੑ •

    ಋೖίετ • αʔϏεܧଓੑ 
  113. ػີੑ 

  114. ػີੑ Ϋϥ΢υΛར༻ͯ͠ɺΠϯλʔωοτ্ͷճઢ͔Β
 ৘ใ͕࿙ΕΔ͜ͱ͸͋Γ·ͤΜɻ(SSL΍VPNͷԸܙ)
 ͔͠͠ɺԾʹϢʔβʔ৘ใ͕࿙Εͨ৔߹͸ɺͲΕ͚ͩ ৘ใ͕҉߸Խ͞Ε͍ͯͨͱͯ͠΋ऴΘΓͰ͢ɻ
 Ϋϥ΢υαʔϏε͸୭Ͱ΋ΞΫηε͠Α͏ͱࢥ͑͹
 ग़དྷΔ఺͸ΦϯϓϨϛεͱେ͖͘ҧ͏ɻ 

  115. ઈରʹΠϯλʔϯωοτ্ʹ
 σʔλΛஔ͖ͨ͘ͳ͍Ҋ݅Ͱ͸ແཧɻ 

  116. σʔλ΁ͷΞΫηεͯ͠Έ·͢ɻ 

  117. ಋೖεϐʔυ 

  118. ಋೖεϐʔυ ࠓճͷߨٛͷং൫Ͱ΋࿩͠·͕ͨ͠ɺ
 Ϋϥ΢υ͸ಋೖ͕؆୯Ͱ͢ɻҰํͷΦϯϓϨϛε͸
 αʔόʔΛߪೖͯ͠ɺ৔ॴ΋༻ҙͯ͠ʙͳͲΛͯ͠ɺ
 Α͏΍͘ಈ͔͢͜ͱ͕ग़དྷ·͢ɻ࣌ؒ΋࿑ྗ΋
 ͔͔Γ·͕͢ɺͦΕʹରͯ͠Ϋϥ΢υ͸͍͔ͭ͘ͷ
 ૢ࡞Ͱ਺෼଴ͯ͹ɺ४උ׬ྃ͠ӡ༻͢Δ͜ͱ͕ग़དྷ·͢ɻ 

  119. ͙͢ʹ࡞ͬͯɺ͙͢ʹϦϦʔε
 ͍ͨ࣌͠ʹ͸ɺΫϥ΢υ͸ڧ͍ɻ 

  120. Πϯελϯε্ཱͪ͛σϞ͠·͢ɻ 

  121. ॊೈੑ 

  122. ॊೈੑ Ϋϥ΢υͷIaaSͰ͸ɺͦͦ͜͜ΧελϜ͢Δ͜ͱ͕
 ग़དྷ·͕͢ɺ͋͘·ͰɺΫϥ΢υͷαʔϏεఏڙऀͷ࡞ͬ ͨϧʔϧͱ͸ҧͬͨಠࣗͷߏ੒ʹ͸Ұ੾ग़དྷ·ͤΜɻͦ ͷͨΊɺҰൠతͳߏ੒ͳΒϋϚΔ͜ͱ͸ͳ͍Ͱ͕͢ɺ
 มΘͬͨߏ੒͕ඞཁͳཁ݅ʹ͸ෆ޲͖ͱݴ͑·͢ɻ 

  123. ಁ໌ੑ 

  124. ಁ໌ੑ αʔόʔͷॴࡏɺߏ੒ɺपΓͷ؀ڥͳͲҰ੾
 ෼͔Γ·ͤΜɻ෼͔Βͳ͍͜ͱʹΑͬͯػີੑ Λ֬อ͍ͯ͠ΔͷͰɺ࢓ํͳ͍ͱࢥ͍·͢ɻٯ ʹΦϯϓϨϛε͸શͯΛࣗલͰ༻ҙग़དྷΔͷͰɺ ༧ظͤ͵τϥϒϧʹૺ۰͠ʹ͍͘ͱݴ͑·͢ɻ
 
 AWS΋Ұ෦ͷࣾһ͔͠৔ॴ஌Βͳ͍Β͍͠ɻ 

  125. ΠϯελϯεΨνϟ͸
 νϡʔχϯάฒʹେࣄͩͬͨΓ͠·͢ 

  126. ಋೖίετ 

  127. ಋೖίετ Ϋϥ΢υͰ͸ैྔ՝੍ۚ·ͨ͸ݻఆྉۚͷͲͪΒ͔Ͱ͢ɻ େମͷػೳ͕ैྔ՝੍ۚͰɺར༻ճ਺ʹରͯ͠՝ۚ
 ͞Ε·͢ɻͭ·Γɺ࢖ΘΕͳ͚Ε͹අ༻΋҆͘ࡁΈ·͢ɻ
 
 ҰํͰΦϯϓϨϛε͸ɺॳظඅ༻͕େ͖͍୅ΘΓʹɺ
 ݻఆඅ༻ͳͷͰɺਖ਼͘͠αʔϏεʹରͯ͠ͷෛՙ૝ఆ͕ ग़དྷ͍ͯΕ͹ɺେن໛ͳαʔϏεʹ͓͍ͯ͸ߴ͍
 ίετύϑΥʔϚϯεΛൃش͠·͢ɻ 

  128. ίετ 

  129. ཁ݅ʹ߹Θͤͨ࠾༻͕େࣄ 

  130. झຯͰ΍ΔͳΒΫϥ΢υྑͦ͞͏ 

  131. αʔϏεܧଓੑ 

  132. αʔϏεܧଓੑ Ϋϥ΢υͷ৔߹ɺఏڙऀʹґଘ͍ͯ͠ΔͷͰɺ
 ྫ͑͹ɺࠓճͷྫͷGCP͕ࢮΜͩΒɺΞϓϦέʔγϣϯ͸ ౰વͰ͕͢ɺҰॹʹࢮʹ·͢ɻ
 
 ΦϯϓϨϛε΋ಉ༷ͰαʔϏεܧଓ͕ग़དྷͳ͍Մೳੜ͸ɺ
 ൃੜ͠·͕͢ɺΫϥ΢υʹൺ΂ͨ৔߹ʹɺґଘؔ܎͸
 ௿͍ͱݴ͑·͢ɻ 

  133. Ϋϥ΢υͷӡ༻ྫ 

  134. Ϋϥ΢υͷӡ༻ύλʔϯ • ύϒϦοΫΫϥ΢υ • ϗεςουܕϓϥΠϕʔτΫϥ΢υ • ΦϯϓϨϛεܕϓϥΠϕʔτΫϥ΢υ • ϋΠϒϦουΫϥ΢υ
 


    ্ͷ̐ͭͷӡ༻ύλʔϯΛௐ΂Δͱ޾ͤʹͳΕͦ͏ɻ 
  135. VPN ύϒϦοΫʢGCPͱ͔ʣ ϗεςου ΦϯϓϨϛε 

  136. ΦϯϓϨ΋Ϋϥ΢υ΋࢖ͬͯӡ༻
 ݁ߏ࠾༻͞Ε͍ͯΔύλʔϯ 

  137. ϋΠϒϦουύλʔϯ ΦϯϓϨɿސ٬৘ใ
 Ϋϥ΢υɿେྔτϥϑΟοΫ ΦϯϓϨɿϝΠϯαʔόʔ
 Ϋϥ΢υɿαϒαʔόʔʢΫϥ΢υམͪͨΒͱ͔ʣ 

  138. Ϋϥ΢υΛֶͿϝϦοτ 

  139. Ϋϥ΢υΛֶͿϝϦοτ • ϋοΧιϯͰΘΓͱ׆༂ग़དྷΔɻ • झຯͰ࡞ͬͨΞϓϦΛϦϦʔε͢Δͷʹ͸ஸ ౓Α͍ɻʢैྔ՝੍ۚͳͷͰʣ • खஈ͕૿͑ΔͷͰɺ୯७ʹྑ͍͜ͱɻ 

  140. ֶΜͰ͓͍ͯଛ͠ͳͦ͞͏Ͱ͠ΐʁ 

  141. Ϋϥ΢υ࢖ͬͯΈΑ͏ͱࢥͬͨਓ