たまにはオンプレもいいぞ？GKE と Armadillo IoT で実現するハイブリッドクラウド

Transcript

1. ͨ·ʹ͸ΦϯϓϨ΋͍͍ͧʁ

   GKE ͱ Armadillo IoT Ͱ࣮ݱ͢Δ

   ϋΠϒϦουΫϥ΢υ
   גࣜձࣾϏοτΩʔࠤʑ໦ྃ
   

   View Slide

2. 0VUMJOF
   ࠓ·Ͱͷߏ੒ͱ໰୊఺
   ৽ߏ੒ʹ޲͚ͯ
   ৽ߏ੒ϋΠϒϦουΫϥ΢υ
   ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
   ೗Կʹໝ૝͢Δ͔
   ݱ࣮ͱཧ૝ͷΪϟοϓΛຒΊΔ
   
   

   View Slide

3. ࠤʑ໦ྃ
   3ZP4BTBLJ
   
   
   
   
   ๭௨৴ܥ4*FSೖࣾ
   ɾݩʑ͸/8ΤϯδχΞͩͬͨͷͰ#(1࢖ͬͨଞڌ఺/8࡞ͬͨΓͱ͔
   ɾ࣏ࣗମͱ͔׭ެிܥγεςϜʹܞΘͬͨΓ͢Δ͜ͱ͕ଟ͔͔ͬͨͳ
   ɾڮྊ఺ݕϩϘοτ։ൃ΍ͬͨΓͱ͔
   ϑϦʔϥϯεʹస޲
   ɾϖωτϨʔγϣϯςετ΍ͬͨΓͱ͔
   ɾ0QFO4UBULͱ0QFO4IJGU݁ߏ΍ͬͯͨΓͱ͔
   ɾϋΠϒϦουΫϥ΢υ࡞ͬͨΓͱ͔
   
   
   ϏοτΩʔʹ43&ͱͯ͠δϣΠϯ
   ˞ͿͬͪΌ͚͋·Γ43&΍ͬͯͳ͍͚ͲͶ
   ެͷ৔Ͱਓʹઆ໌Ͱ͖ΔΑ͏ͳً͔͍͠ܦྺ͸࣋ͬͯͳ͍ͷͰ
   αΫοͱྲྀ͠·͢ʂʂʂ
   

   View Slide

4. ͓఻͍͑ͨ͜͠ͱ
   
   ● ϋΠϒϦουΫϥ΢υʹ͸ໝ૝ྗ͕ඞཁෆՄܽ
   ● ৸Α͏৸͔ͤΑ͏
   ● ࠷ڧ͸࠷ળͰ͸ͳ͍
   

   View Slide

5. 
   ͓Ͷ͕͍
   

   View Slide

6. ϏοτΩʔͷ

   ϓϩμΫτ/αʔϏε
   
   

   View Slide

7. View Slide

8. View Slide

9. View Slide

10. View Slide

11. CONFIDENTIAL © Bitkey Inc. All rights reserved. 11
    $POOFDU
    FWFSZUIJOH
    UISPVHIUIFQPXFSPGUFDIOPMPHZ TFDVSFMZBOEDPOWFOJFOUMZJOBXBZ UIBUTJNQMZGFFMTHPPE
    ςΫϊϩδʔͷྗͰɺ͋ΒΏΔ΋ͷΛ
    ҆શͰศརͰؾ࣋ͪΑ͘
    ʮͭͳ͛Δʯ
    0VS
    .JTTJPO
    

    View Slide

12. View Slide

13. View Slide

14. View Slide

15. View Slide

16. 
    

    View Slide

17. 
    

    View Slide

18. View Slide

19. ࠓ೔ͷ࿩
    

    View Slide

20. 
    

    View Slide

21. View Slide

22. 
    

    View Slide

23. 
    ࠓ೔ͷ࿩
    

    View Slide

24. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    

    View Slide

25. 
    ͜͜ͷ࿩ʂ
    

    View Slide

26. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● Ϗϧͷ஍Լਂ͘ͷ੍ޚ൫ۙ͘ʹ8JOEPXTαʔόʔΛ୆ઃஔ
    ● /8ػث΋͍͔ͭ͘ಋೖͯ͠ɺ

    ͦ͜ΛϏοτΩʔ੹೚ڥքͱͯ͠Πϯλʔωοτʹग़͍ͯ͘
    ● 4BB4͕Քಇ͍ͯ͠ΔύϒϦοΫΫϥ΢υ ($1
    ͱ

    ڠௐ͠ͳ͕Β੍ޚ൫ͱͷ࿈ܞΛߦ͏
    ࠓ·Ͱͷߏ੒
    

    View Slide

27. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ͦͷΞϓϦέʔγϣϯ͸੍ޚ൫ίϯτϩʔϧΛந৅Խ͠ɺ

    ෳ਺ͷϕϯμʔͷ੍ޚ൫΍ϓϩτίϧΛѻ͑Δ
    ● ઌड़ͷ#"$OFUͱ͍͏Ϗϧ੍ޚͷ

    άϩʔόϧελϯμʔυͳϓϩτίϧ΋ͦ͏ͩ͠ɺ

    ϕϯμʔಠࣗͷ6%1ϓϩτίϧͳͲ΋αϙʔτ
    ࠓ·Ͱͷߏ੒
    

    View Slide

28. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ϏοτΩʔͷϓϩμΫτͷதͰ

    །Ұ෺ཧαʔόʔΛ༻͍ΔΦϯϓϨߏ੒
    ○ ͦΕҎ֎͸શͯϑϧαʔόʔϨεߏ੒
    ○ ($'$MPVE3VO(,& ࠓճ͸ৄࡉΛׂѪ
    
    ● ࣾ಺ʹΦϯϓϨଆΛѻ͏ٕज़తͳϊ΢ϋ΢͕๡͍͠
    ● Մ༻ੑ͕௿͘ɺো֐࣌ʹ͸खಈͰͷ੾Γସ͕͑લఏ
    ● ෺ཧͳΒͰ͸ͷ௕ظؒ࢖͍ଓ͚ΔͨΊͷӡ༻อकҙ͕ࣝ๡͍͠
    ໰୊఺
    

    View Slide

29. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ͔͠΋ɺͦΕͧΕͷ͓٬͞·͝ͱʹߏ੒Λม͍͑ͯͨ
    ● ݸࣾରԠ͕ଟ͗ͯ͢؅ཧ͕͖͠Εͳ͍
    ○ /Ͱ૿͍͑ͯ͘ΦϯϓϨػثͨͪΛͲ͏΍ͬͯ؅ཧ͍ͯ͘͠ʁʁ
    Ϣʔβʔ" Ϣʔβʔ# Ϣʔβʔ$
    ɾɾɾ
    ໰୊఺
    

    View Slide

30. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    ● )8తͳނোʹର͢Δඋ͕͑ෆे෼ͩͬͨ
    ○ ؂ࢹମ੍͕ͳ͍
    ○ /8ػث΍αʔόʔʹԿ͔͕ى͖ͨ࣌ͷ෮چखॱΛཱ֬Ͱ͖͍ͯͳ͍
    ● Ξοϓσʔτ͕ࠔ೉೉ղ
    ○ ͦ΋ͦ΋ՔಇͳͷͰ؆୯ʹࢭΊΒΕͳ͍ͱ͍͏ཁૉ͕େ͖͍
    ○ ͦͷ্ͰɺࣗಈతͳσϓϩΠͷ࢓૊Έ͕͋ͬͨΘ͚Ͱ΋ͳ͍ͷͰɺ

    ຖճ͓٬༷ͱௐ੔ͷ্ɺϝϯςφϯε࣌ؒΛ΋Βͬͯ

    σϓϩΠίϚϯυΛୟ͘ɾɾɾΈ͍ͨͳײ͡
    
    ໰୊఺
    

    View Slide

31. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● Ӧۀʙಋೖࢧԉͷஈ֊Ͱ͸ɺӦۀ෦ୂϓϩδΣΫτਪਐνʔϜ͕ओಋ͢Δ
    ○ θϩϕʔεͰ͓٬༷΁ͷώϠϦϯάʙߏ੒ͷݕ౼ʙݟੵ΋Γʙඍௐ੔ʙΛ୲౰
    ○ ஌ݟ͕े෼Ͱ͸ͳ͍தɺϕϯμʔͱͷ΍ΓऔΓ΋ඇৗʹ೉͘͠޻਺͕ਹΉ
    ● ͓٬༷΁ͷֹۚײͷఏ͚ࣔͩͰ΋ϦʔυλΠϜ͕௕͘ͳͬͯ͠·͏
    ● ࣮ࡍͷಋೖʹ޲͚ͨৄࡉઃܭͷෛ୲΋େ͖͘ɺͦͷෳࡶ͔͞Βख໭Γ͕ग़ͯ͠·͏͜ͱ΋
    ○ ෺ཧػث͕ͳ͚Ε͹Կ΋ಈ͔ͤͳ͍ͷͰɺ

    ϓϩδΣΫτਪਐͷΫϦςΟΧϧύεʹͳΓ͕ͪ
    ໰୊఺
    

    View Slide

32. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ͜͏͍ͬͨϏϧ؀ڥͰ͸ɺ࣮͸·ͱ΋ͳ/8͕ଘࡏ͠ͳ͍ͱ͍͏έʔε΋͋Δ
    ○ ͦͷ৔߹ɺ͓٬༷ʹ͸৽͘͠ճઢΛҾ͍ͯ΋Β͏ඞཁ͕͋Δ
    ○ ख͕͔͔ؒͬͯ໘౗ͩ͠ϦʔυλΠϜ͕৳ͼͯ͠·͏
    ● ҰํͰ/8͕ଘࡏ͢Δέʔε΋͋Δ
    ● ͜͏͍ͬͨݸʑͷϏϧຖͷࣄ৘ͷҧ͍͕ɺ͓٬༷ຖʹຖճߏ੒Λม͍͑ͯΔཁҼ
    ໰୊఺
    

    View Slide

33. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ͜ͷ··͡Ό·͍ͣʂͱߟ͑ͨͷͰॾʑमਖ਼΍Β੔උΛ࣮ࢪ
    ○ ϞχλϦϯάΞϥʔςΟϯάͷ࣮૷
    ○ ӡ༻อकͷϚχϡΞϧ΍ରԠϑϩʔͷཱ֬
    ○ Ӧۀஈ֊Ͱͷٕज़తࢧԉ
    ͜ΕΛͣͬͱଓ͚Δͷ͸ྲྀੴʹݫ͍͠ɾɾɾ
    

    View Slide

34. ࠓ·Ͱͷߏ੒ͱ໰୊఺
    
    ● ࠓޙͷXPSLIVCͷ&OUFSQSJTFྖҬͷ֦େΛݟਾ͑Δͱɺ੍ޚ൫࿈ܞ͸ඇৗʹॏཁͳཁૉ
    ○ େ͖ͳ͓٬༷Ͱ͋Ε͹͋Δ΄ͲʮϏϧશମͷ੍ޚʯͷधཁ͸ߴ͍
    ● ͦͷதͰɺࠓ·ͰͷΑ͏ͳҰࣾ͋ͨΓʹߏ੒Λθϩ͔Βߟ͑ͯɾɾɾ

    ϊ΢ϋ΢ͷগͳ͍ΦϯϓϨଆΛͲ͏ʹ͔ؤுͬͯɾɾɾͱ͍͏ͷ͸ɺ

    ࠓޙͷಋೖ֦େͷதͰ଍ᐫʹͳͬͯ͠·͏
    Ͳ͏ʹ͔͍ͨ͠ʂʂʂ

    ϦΞʔΩςΫνϟΛݕ౼։࢝
    

    View Slide

35. ৽ߏ੒ʹ޲͚ͯ
    
    

    View Slide

36. ৽ߏ੒ʹ޲͚ͯ
    
    ● ͱʹ͔͘໘౗͝ͱ͕ଟ͍ΦϯϓϨଆͷཁૉΛݮΒ͍ͨ͠
    ○ ࣾ಺ʹৄ͍͠ΤϯδχΞ͕গͳ͍
    ○ ݱঢ়͸ࣾ֎ϕϯμʔͱڠྗ͕ඞਢ
    ○ ͦΜͳঢ়ଶ͔Βൈ͚ग़͍ͨ͠
    ● ՄೳͳݶΓࣗ෼ͨͪͷಘҙ෼໺ʹدͤͯεΩϧͷԠ༻ੑΛߴΊ͍ͨ
    ○ ͦ͏͢Δ͜ͱͰɺࣗ෼ͨͪࣗ਎Ͱਖ਼͘͠ߏ੒΍࢓૊ΈΛઃܭධՁ൑அ͍ͨ͠
    ૝͍
    

    View Slide

37. ৽ߏ੒ʹ޲͚ͯ
    
    ● ΦϯϓϨଆΛऑͨ݁͘͠Ռɺ͞ΒʹՄ༻ੑ͕ࣦΘΕͨΓ͢Δ͜ͱ͸͋ͬͯ͸ͳΒͳ͍
    ○ ͱ͍͏͔ɺࠓ·ͰΑΓ΋༏ΕͨՄ༻ੑΛൃش͍ͤͨ͞
    ○ ՄೳͳݶΓμ΢ϯλΠϜΛݮΒ͠ɺ

    ੍ޚ൫࿈ܞ͕Ͱ͖ͳ͍࣌ؒ΍஗ԆΛൃੜͤͨ͘͞ͳ͍
    ૝͍
    

    View Slide

38. ৽ߏ੒ʹ޲͚ͯ
    
    ● ສ͕Ұʹඋ͑ͨϞχλϦϯάΞϥʔςΟϯάΛલఏʹͨ͠ઃܭΛߦ͍ɺ

    )8ো֐΍($1Ϧʔδϣϯؙ͕͝ͱࢮ͵Α͏ͳ࠷ѱͳέʔεͰ͋ͬͯ΋

    αʔϏε͸ܧଓ͍ͤͨ͞
    ○ ಋೖͨ݁͠Ռɺো֐ʹΑͬͯzτϏϥ͕։͔ͳ͍z͜ͱ͕͋ΔɺͳΜͯμϝ
    ● ίετΛѹॖͤ͞ɺࠓ·ͰΑΓ΋͓٬༷ʹՁ֨తૌٻྗͷ͋ΔఏڙΛ͍ͨ͠
    ૝͍
    

    View Slide

39. ৽ߏ੒ʹ޲͚ͯ
    
    ● ΦϯϓϨ෺ཧαʔόʔͰͳ͚Ε͹ͳΒͳ͍ڧ͍ཧ༝͕͋Δɾɾɾʁ
    ○ ͦ͜·Ͱڧ͍ཧ༝͸ɾɾɾɾɾͳ͍
    ● 8JOEPXTαʔόʔͰ͋Δཧ༝͕͋Δɾɾɾʁ
    ○ ɾɾɾɾɾͳ͍
    ਖ਼௚ͳͱ͜Ζ
    

    View Slide

40. ৽ߏ੒ʹ޲͚ͯ
    
    ● ݱঢ়͸͜ͷ੍ޚ൫࿈ܞΛ൐͏Α͏ͳXPSLIVCͷಋೖ͸େ౎ࢢݍʹݶΒΕ͍ͯΔ
    ● ͔͠͠ɺࠓޙ͸௡ʑӜʑʹ૿͍͑ͯ͘Մೳੑ͕͋Δ
    ○ શࠃن໛ͷ༷ʑͳϏϧʹಋೖ͞Ε͍ͯ͘
    ● ୯ҰϩέʔγϣϯͷͲ͔͜ΛରԠͯ͠ɺ͸͍ʂऴΘΓʂͰ͸ͳ͍
    ○ ߴ͍࠶ݱੑΛ࣋ͬͯશࠃల։͍͔ͤͯ͞ͳ͚Ε͹͍͚ͳ͍
    ࠓޙͷಋೖ֦େΛߟ͑Ε͹ɺ͜ͷ··Ͱ͸͍͚ͳ͍
    

    View Slide

41. ৽ߏ੒ʹ޲͚ͯ
    
    ● ΦϯϓϨଆͷߏ੒ΛεϦϜԽ͠ɺ

    ଞϓϩμΫτͱಉ͡Α͏ʹΫϥ΢υଆͰॲཧͰ͖ͳ͍͔ʁ
    ● ͦ͏ͨ͠ඪ४ߏ੒Λࡦఆ͢Δ͜ͱͰɺͲͷ͓٬༷Ͱ΋ಉ͡ߏ੒ͰಋೖͰ͖ͳ͍͔ʁ
    ● ϏοτΩʔͱ੍ͯ͠ޚ൫࿈ܞͷͨΊͷΞϓϥΠΞϯεΛఏڙ͢ΔΠϝʔδ
    

    View Slide

42. ৽ߏ੒ʹ޲͚ͯ
    
    ● ͦ͏͢Ε͹গͳ͘ͱ΋෺ཧߏ੒͸౷Ұ͓ͯ͠٬༷ʹఏҊઆ໌͕Մೳ
    ● ֹۚײ΋఻͑΍͍͢͠ݟੵ΋ΓΛग़͢·ͰͷϦʔυλΠϜ΋େ෯ʹ࡟ݮՄೳ
    ● ͨͩ͠ɺͲͷ͓٬༷ʹ΋ద߹Ͱ͖ΔΑ͏ͳߏ੒ʹ͢ΔҎ্ɺ

    ৔߹ʹΑͬͯ͸ແବ΋ग़ͯ͠·͏ͩΖ͏
    ○ ͔͠͠ɺ͜ΕͭͰશ෦ʹ࢖͑ΔʂͲΜͲΜఏҊ͍͚ͯ͠Δʂͱ͍͏

    εέʔϧόϦϡʔͷํ͕ߴ͍ͱ൑அ
    

    View Slide

43. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    

    View Slide

44. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ͦ΋ͦ΋ͷ࿩
    
    ● ੍ޚ൫͸Ϗϧ಺෦ʹ͔͠ଘࡏ͠ͳ͍͠ɺάϩʔόϧʹ࿐ग़΋౰વ͍ͯ͠ͳ͍
    ● ͱʹ͔͘ɺͦ͜ʹର͢ΔϩʔΧϧ*1௨৴͕͍ͨ͠
    ● ͦΕҎ֎ʹΦϯϓϨଆʹ༻ࣄ͸ͳ͍
    ͳΒɺ/8తʹͦΕΛ୲อͯ͋͛͠Ε͹ྑ͍͚ͩͩΑͶʁ

    ผʹαʔόʔΛݱ஍ʹஔ͘ඞཁͳ͘ͳ͍ʁ
    

    View Slide

45. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ϋΠϒϦουΫϥ΢υͷ࠾༻

    ຊདྷͳΒϩʔΧϧʹด੍ͨ͡ޚ൫ΛΫϥ΢υ·ͰԆ৳ͤͯ͞ॲཧͤ͞Δ
    

    View Slide

46. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ίϯηϓτ
    
    'MFYJCJMJUZ
    4DBMBCJMJUZ
    "HJMJUZ
    

    View Slide

47. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ίϯηϓτ
    
    ॊೈੑ

    ֦ுੑ
    ػಈੑ
    

    View Slide

48. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ίϯηϓτ
    
    Ϋϥ΢υଆ͚ͩॊೈੑ΍֦ுੑ͕͋ͬͯ΋μϝʂ
    ͨ͘͞Μͷ͓٬༷ʹૉૣ͘ಋೖ͍͚ͯ͠ΔΑ͏ͳػಈੑ΋ཉ͍͠ʂ
    

    View Slide

49. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ίϯηϓτ
    
    ● ΦϯϓϨଆʹ͸αʔόʔ͸ஔ͔ͳ͍
    ● ৑௕ੑΛ࣋ͨͤͨ/8ػثΛ࠷খݶஔ͘
    ● ΞϓϦέʔγϣϯػೳ͸શͯ($1ͷ(,&ʹஔ͘
    ○ ϚϧνϦʔδϣϯߏ੒ͰՄ༻ੑΛ͞Βʹ޲্
    ○ "VUPQJMPUϞʔυʹΑΔӡ༻ͷ؆ུԽ
    ● ϞόΠϧճઢΛ࢖ͬͨϚϧνΩϟϦΞܦ࿏Λ࣋ͨͤΔ
    ○ 71/ʹΑͬͯϩʔΧϧΤϦΞΛΫϥ΢υ·ͰԆ৳
    ● ୯Ұ෺ཧߏ੒Ͱ͋ΒΏΔ͓٬༷ͷ؀ڥͱ੍ޚ൫ʹରԠ
    ˞͝ΊΜͳ͍͞ɻࣾ಺ࣄ৘͕͋Γ·ͯ͠ɺ͜ͷ෦෼͸ࠓ೔͸ࡱӨ͠ͳ͍Ͱ͍ͩ͘͞ɻ͋ͱͰඞͣࢿྉެ։͠·͢ɻ
    

    View Slide

50. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ͜Ε͑͞ೖΕͯ͘ΕͨΒɾɾɾ
    ● ؆୯ʹ੍ޚ൫࿈ܞͰ͖·ͬͤʂ
    ● Ϗϧશମ੍ޚͰ͖ͪΌ͏Αʂ
    ͱ͍͏
    ϏϧΦʔτϝʔγϣϯͷ

    ਨ௚౷߹ΞϓϥΠΞϯεΛఏڙ
    ˞࣮͸·໊ͩલ͕ܾ·ͬͯ·ͤΜ
    ˞͝ΊΜͳ͍͞ɻࣾ಺ࣄ৘͕͋Γ·ͯ͠ɺ͜ͷ෦෼͸ࠓ೔͸ࡱӨ͠ͳ͍Ͱ͍ͩ͘͞ɻ͋ͱͰඞͣࢿྉެ։͠·͢ɻ
    

    View Slide

51. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● ࣮ࡍʹ੍ޚ൫࿈ܞΛߦ͏ΞϓϦέʔγϣϯ͸(PͰ࣮૷
    ● ੍ޚ൫࿈ܞΛந৅Խ
    ○ ༷ʑͳ੍ޚ൫༻ͷϓϩτίϧΛαϙʔτ͠ɺෳ਺ϕϯμʔͷ੍ޚ൫ΛૢΕΔ
    ○ 5$16%1ಠࣗϓϩτίϧFUD
    ● ͦͷΞϓϦέʔγϣϯΛίϯςφԽ͠(,&ʹͯՔಇͤ͞Δ
    ● 71/Λ௨ͯ͡Ϗϧ಺ͷ/8ʹೖΓࠐΈϩʔΧϧ௨৴ͤ͞Δ
    

    View Slide

52. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● ϞόΠϧճઢ -5&
    Λ࢖ͬͨ/8ܦ࿏Λαϙʔτ
    ○ ͜ΕͰΘ͟Θ͟༗ઢΠϯλʔωοτճઢΛҾ͔ͳͯ͘ࡁΉ
    ○ ϫʔΫϩʔυతʹ͸ϞόΠϧճઢఔ౓ͷεϧʔϓοτ΍ϨΠςϯγͰ΋

    े෼ઓ͑Δ
    

    View Slide

53. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    ٙ໰
    
    ● Ϗϧͷ஍Լͩͱి೾ಧ͔ͳ͍ͷͰ͸ʁ
    ○ ຊϓϩμΫτΛಋೖ͢ΔΑ͏ͳେ͖ΊͷϏϧͩͱࠃ಺ΩϟϦΞͷ͏ͪɺ

    ͍ͣΕ͔ͷ԰಺ج஍ہ͕ෑઃ͞Ε͍ͯΔέʔε͸௝͘͠ͳ͍
    ○ ͦͷ৔߹͸ɺ஍ԼͰ͋Ζ͏͕ి೾͸ಧ͘
    

    View Slide

54. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● ෺ཧߏ੒ύλʔϯ͸ͭͷΈ
    ● ͦͷͭͰ͢΂ͯͷ͓٬༷ʹରԠͰ͖Δ
    ○ Θ͟Θ͟ճઢΛҾ͖ࠐΈͨ͘ͳ͍έʔεͷ/8
    ○ ճઢΛҾ͖ࠐΉέʔε
    ○ طઃ/8͕ଘࡏ͢Δέʔε
    ● Ͳͷ͓٬༷Ͱ͋ͬͯ΋૊ΈࠐΈՄೳͰɺ

    ͔ͭɺ૝ఆ͢ΔՄ༻ੑΛൃشͰ͖ΔΑ͏ͳ/8తͳॊೈੑΛ֬อ
    

    View Slide

55. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    *P5ͱͯ͠ͷ࠾༻ྫ΋ଟ͍ΞοτϚʔΫςΫϊࣾͷ"SNBEJMMPΛ൚༻/8ػثͱͯ͠࠾༻
    
    ● -5&Λαϙʔτ͠୯ಠͰΠϯλʔωοτʹग़ΕΔ
    ● த਎͕-JOVYͰ͋ΓɺࠓճͷྫͰ͸ϧʔλʔͱͯ͠࢖͏
    ● QPENBO͕࠷ॳ͔Β࢖͑ΔͷͰ؆୯ʹίϯςφσϓϩΠ͕Մೳ
    ● PWFSMBZGT͕σϑΥͰඋΘ͓ͬͯΓɺ

    ిݯΛམͱͤ͹جຊతʹશ෦ͷϑΝΠϧ͕ফࣦ͢ΔͷͰηΩϡΞ
    ● ࢀߟIUUQTBSNBEJMMPBUNBSLUFDIOPDPN
    

    View Slide

56. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● ϑΝʔϜ΢ΣΞ͕ೋॏԽ͞Ε͓ͯΓສ͕ҰͷϦεΫ௿ݮ͕Մೳ
    ○ "໘͕ͿͬյΕͯ΋#໘ʹ੾Γସ͑ͯಀ͛ΕΔ
    ○ ෺ཧతʹॿ͚Δ͜ͱ͕Ͱ͖ͳ͍ԕִ؀ڥͰ΋҆৺҆શʹΞοϓσʔτ͕Մೳ
    ● ϑΝʔϜ΢ΣΞΛؙ͝ͱωοτܦ༝ͰೖΕସ͑ΒΕΔ
    ○ ։ൃ؀ڥଆͰ࡞ΓࠐΈɺ࣮ػʹରͯ͠͸ؙ͝ͱϑΝʔϜ΢ΣΞΛॻ͖ࠐΉײ͡
    ○ "OTJCMF΍5FSSBGPSNͳͲͷ*B$ʹཔΒͳͯ͘΋0, ࢖ͬͯ΋͍͍
    
    *P5ͱͯ͠ͷ࠾༻ྫ͕ଟ͍"SNBEJMMPΛ࠾༻
    

    View Slide

57. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● /*$΍ిݯ͕ೋॏԽ͞Ε͍ͯΔΘ͚Ͱ͸ͳ͍
    ● -5&΋ػث୯ମͰ͸ΩϟϦΞ͔͠ѻ͑ͳ͍
    ● ͔͠͠ɺܰྔͰ҆Ձͳ"SNBEJMMPΛͨ͘͞Μ༻ҙͯ͠εέʔϧΞ΢τੑΛ࣋ͨͤΔ
    ○ ୯Ұͷ"SNBEJMMP͕μϝʹͳͬͯ΋෭ܥʹউखʹ੾ΓସΘΕ͹͍͍͚ͩ
    ○ ߴ͍͓ۚΛ෷ͬͯڧ͍αʔόʔͰ಺෦తʹೋॏԽͤ͞Δ΄ͲͰ΋ͳ͍
    ○ έʔϒϧܨ͔͗͑ͯ͸͍ऴΘΓʂͷΑ͏ͳަ׵༰қੑΛ͓࣋ͨͤͯ͘
    *P5ͱͯ͠ͷ࠾༻ྫ͕ଟ͍"SNBEJMMPΛ࠾༻
    

    View Slide

58. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    'MFYJCJMJUZ
    
    ● ($1ଆʹϝΠϯͷΞϓϦέʔγϣϯػೳ͕͋ΔͨΊͲ͏ʹͰ΋ͳΔ
    ● ݪଇ(,&ͰϗεςΟϯά͍ͯ͠Δ͕ɺ౰વଞͷ($1αʔϏε΋ར༻ͯ͠࿈ܞͰ͖Δ
    ● LTͱͯ͠ͷڧྗͳΤίγεςϜʹ৐͔ͬΓͭͭɺ

    "VUPQJMPUʹΑͬͯ໘౗ͳϊʔυ؅ཧ͸ࣗ෼ୡͷख͔Β཭͢
    ○ "VUPQJMPUͱ4UBOEBSEͷҧ͍IUUQTDMPVEHPPHMFDPNLVCFSOFUFTFOHJOFEPDTSFTPVSDFTBVUPQJMPUTUBOEBSEGFBUVSF
    DPNQBSJTPO IMKB
    ● ࠓޙɺ1PE΍4FSWJDFΛ૿΍ͨ͘͠ͳͬͯ΋͍͘ΒͰ΋Ͳ͏ʹͰ΋ͳΔ
    

    View Slide

59. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● "SNBEJMMP͸-JOVYͳͷͰͭͿ͕͠ޮ͘
    ○ (,&Ͱಈ͔͍ͯ͠ΔίϯςφΛͦͷ··௚઀"SNBEJMMPͰಈ͔ͤͯ͠·͏
    ○ Yͱ"SNͷҧ͍͸͋Δ͕ɺ(PMBOHͳͷͰϚϧνϓϥοτϑΥʔϜϏϧυ͸

    ؆୯ͩ͠ɺͦΕʹԠͯ͡ίϯςφΠϝʔδΛฒߦͯ͠ੜ੒͓͚ͯ͠͹ྑ͍͚ͩ
    ○ ͓٬༷ʹΑͬͯ͸ɺΫϥ΢υଆΛ࢖Θͳ͍Τοδॲཧ͚ͩͰ׬݁͢ύλʔϯ΋૝ఆ
    'MFYJCJMJUZ
    

    View Slide

60. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● /8ػೳ͸TUSPOHTXBO#*3%Ͱ71/#(1Λ࣮ݱ
    ○ "SNBEJMMPʹ044Λ૊Έ߹ΘͤΔ͜ͱͰɺ

    ࢢ৔ʹग़ճ͍ͬͯΔ·ͱ΋ͳ/8ػثʹෛ͚ͳ͍ػೳΛಘΒΕΔ
    ○ ΋ͪΖΜ*1TFDͷ)8Φϑϩʔυͱ͔Ͱ͖ͳ͍͠ɺ

    ϧʔςΟϯάੑೳ΋εΠονϯάೳྗ΋ຊ৬͸ෛ͚Δ͚Ͳɺ

    ࠓճͷϫʔΫϩʔυతʹ͸શવ༨༟
    'MFYJCJMJUZ
    

    View Slide

61. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● -εΠονΛΘ͟ͱ࠾༻༷͠ʑͳ͓٬༷/8΁ͷΞλονՄೳੑʹඋ͑Δ
    ● ී௨͸-εΠονͰݪଇ0,ɾɾɾͳΜ͚ͩͲͶ
    ● ͜Ε͸֦ுੑͱ͍͏఺Ͱ΋༏Ґ
    'MFYJCJMJUZ
    

    View Slide

62. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    4DBMBCJMJUZ
    
    ● (,&ʹΑͬͯɺΞϓϦέʔγϣϯଆͰ৭ʑ΍Γͨ͘ͳͬͯ΋Ͳ͏ʹͰ΋Ͱ͖Δ
    ○ ඞཁͳͱ͖ʹඞཁͳ͚ͩ૿΍ͤΔ
    ● ݪଇɺΦϯϓϨଆ΋εέʔϧΞ΢τͤ͞Δํ޲ͰͲΜͲΜڧ͍͚ͯ͘͠Δ
    ○ ΋ͪΖΜ͸Ͳ͔͜Ͱݶք͸ܴ͑Δ͕ɺϫʔΫϩʔυతʹ

    ͦ͜·Ͱڧ྽ʹεέʔϧͤ͞Δ͜ͱ͸ͳ͍
    ○ લड़ͷ௨Γϙʔτ਺΋ͦͦ͋͜͜Δ-εΠονͷ͓͔͛Ͱ͔ͳΓԿͰ΋΍ΕΔ
    

    View Slide

63. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    "HJMJUZ
    
    ● ύϒϦοΫΫϥ΢υଆ͸ݴΘͣ΋͕ͳॠ࣌ʹཉ͍͠΋ͷ͕ἧ͏
    ● ΦϯϓϨଆ͸͋͑ͯࠃ࢈ϝʔΧʔ඼ͷೲظ୹Ίͷௐୡ͠΍͍͢ϞϊΛબఆ
    ● ͜ͷ൒ಋମෆ଍ͷ؀ڥԼʹ͓͍ͯ΋ɺ͓͓ΉͶिؒͰௐୡՄೳ
    ○ ࠃ֎ϝʔΧʔ඼ͩͱϞϊʹΑͬͯ͸Լख͢Ε͹ௐୡ·Ͱ਺ϲ݄͔͔Δɾɾɾ
    ● lյΕͳ͍z͜ͱΛ໨ࢦ͢ͷͰ͸ͳ͘ɺ҆Ձʹૉૣ͘ަ׵ͯ͠෮چͰ͖ΔػಈྗΛಘΔ
    

    View Slide

64. ৽ߏ੒: ϋΠϒϦουΫϥ΢υ
    
    ● Մ༻ੑ
    ○ ϚϧνϦʔδϣϯߏ੒ϚϧνΩϟϦΞ/8Λલఏʹͨ͜͠ͱͰେ෯ʹ޲্
    ○ چߏ੒Ͱ͸ਓؒʹΑΔݱ஍࡞ۀͷ੾Γସ͕͑ඞཁ͕ͩͬͨ৽ߏ੒Ͱ͸ࣗಈ੾Γସ͑
    ● ίετ
    ○ چߏ੒ͷఔ౓ʹѹॖ
    ● ӡ༻อकੑ
    ○ ॳظઃܭ࣌఺ͰΛݟਾ͑ͨϞχλϦϯάΛ૝ఆ
    ○ ӡ༻อकϑϩʔ΋੔උ͠ɺඇΤϯδχΞͰ͋ͬͯ΋Ұ࣍ରԠ͕Մೳ
    

    View Slide

65. ঎༻ϋΠϒϦουΫϥ΢υͷ

    ͨΊͷໝ૝ྗ
    
    

    View Slide

66. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ϋΠϒϦουΫϥ΢υΛ΍Γ͍ͨཧ༝ͬͯԿͩΖ͏ʁ
    
    ● ԿΒ͔ͷཧ༝ͰΦϯϓϨଆͱ௚઀తͳ௨৴Λ͍ͤͨ͞έʔε͕΄ͱΜͲͰ͸ʁ
    ○ ΠϯλʔωοτΛհͨ͠"1*ίʔϧͰ͸஗͍
    ○ ΑΓ௨৴Λ҆ఆ͍ͤͨ͞
    ○ ϨΠςϯγ͕ॏཁͳ௨৴Ͱ͋Δ
    

    View Slide

67. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ͭ·ΓϋΠϒϦουΫϥ΢υͷΩϞͱ͍͏ͷ͸ɺ

    ɹͲͷΑ͏ͳ/8ͰɺͲͷΑ͏ʹΦϯϓϨଆͱڠௐ͢Δ͔ʁ

    ͍ͬͯ͏෦෼ͩΖ͏ɻ
    ● ࠓճͷྫͰ͍͑͹ɺ5$16%1*1ͷ༷ʑͳϓϩτίϧΛѻ্ͬͨͰɺ

    ߴ͍Մ༻ੑΛൃشͤ͞ΔͨΊʹ౦੢/8৑௕͔ͤͨͬͨ͞
    

    View Slide

68. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ݪଇɺͲͷύϒϦοΫΫϥ΢υ΋ׂͱ؆୯ʹϋΠϒϦουΫϥ΢υࣗମ͸࡞ΕΔ
    ● 71/*1TFD#(1ʹΑΔ4JUFUP4JUF͔ͭμΠφϛοΫͳ/8Λߏங
    ● ઐ༻ઢ࣮֬ߴ଎҆ఆʹ௚઀తͳϩʔΧϧ/8Λߏங
    ͲͪΒ΋ɺͲͷύϒϦοΫΫϥ΢υϓϥοτϑΥʔϜͰαϙʔτ͍ͯ͠Δɻ
    ࣄྫ΋ׂͱੈͷதʹ͍͘ΒͰ΋͋ΔͷͰɺ࣮͸ϋΠϒϦουΫϥ΢υࣗମΛ࡞Δͷ͸؆୯ɻ
    

    View Slide

69. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ͨͩ͠ɺ71/ʹͤΑɺઐ༻ઢʹͤΑɺ71$ʹ௚઀తʹೖΓࠐΉΑ͏ͳܗʹͳΔ
    ● ͭ·ΓΞϓϦέʔγϣϯΛͲ͜ʹஔ͍ͯɺͲ͏71$ʹͭͳ͛Δ͔ʁ͸ॏཁ
    ○ ྫ͑͹ɺͲͷύϒϦοΫΫϥ΢υ΋ϑϧϚωʔδυͳ'BB4ͱ͔ͩͱ

    71$ͱ͸੾Γ཭͞Εͨੈքʹ͍ͨΓ͢Δ
    ■ ͭ·Γ71$ͱͷ΍ΓͱΓΛͯ͋͛͠ΔͨΊʹ͸ͦΕͳΓͷઃఆ͕ඞཁ
    ○ ͱ͸͍͑ࠓͰ͸-BNCEB΋$MPVE'VODUJPOT΋71$΁ͷΞλονΛެࣜʹαϙʔτ
    ͍ͯ͠ΔͷͰɺશ͘೉͍͜͠ͱͰ͸ͳ͍
    

    View Slide

70. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ͦ͏ɺ࣮͸ϋΠϒϦουΫϥ΢υͬͯશવ೉͘͠ͳ͍ʂ
    

    View Slide

71. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ਖ਼ৗܥ͸Ͷ
    ● ҟৗܥ΍Βো֐ܥΛߟ͑Δͱ్୺ʹͭΒ͘ͳΔ
    ● Ή͠ΖɺϋΠϒϦουΫϥ΢υͷΩϞ͸
    Ͳ͜·Ͱো֐ʹඋ͑Δ͔ʁ
    ʹ͋Δͱࢥ͏
    

    View Slide

72. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ໝ૝ྗ
    େࣄͳͷ͸
    

    View Slide

73. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ໝ૝ྗʹΑͬͯ
    ● Ͳ͜·Ͱͷো֐΍໰୊·ͰखΛଧ͔ͭ
    ● ઃܭ࣌఺ͰͲ͜·Ͱӡ༻อकΛݟਾ͑Δ͔
    Λಋ͖ग़͢
    

    View Slide

74. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ͓͔͚ۚ͑͞Ε͹ɺ࡞Δ͚ͩͳΒ࣮͸ͦ͜·Ͱ೉͍͠΋ͷͰ΋ͳ͍
    ● ͨͩ͠ɺՄ༻ੑ΋ҙࣝͩͨ͠͠Ϛδͳ঎༻ܥΛߟ͑Δͱ࣮͸్୺ʹ೉͘͠ͳΔ
    ● ม਺͕ͱͨΜʹ૿͑ͯ͠·͏
    

    View Slide

75. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ͜͜Ͱ໰୊
    
    ● ৽ଔ೥໨ͷͱ͖ɺͱ͋Δߦ੓޲͚γεςϜͷ৽ઃͷϓϩδΣΫτʹͯ
    ● ϦϦʔεલͷόϦόϦ࡞ۀதɺҰॹʹ͓࢓ࣄ͍ͯͨ͠֎෦ϕϯμʔ͔Βͷ໰͍߹Θͤ
    Կ͔͜͜೔YY͍ͬͯ͏αʔόʔʹ͚ͩܨ͕ͬͨΓܨ͕Βͳ͔ͬͨΓ͢ΔΜͰ͢Αɻ
    ܨ͕ͬͯ΋શવ஗͔ͬͨΓ҆ఆ͠ͳ͔ͬͨΓͱ͔ɻ
    ௐ΂ͯ͘Ε·ͤΜ͔ʁ
    

    View Slide

76. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ͳΜͩΖ͏ʁʁʁ
    

    View Slide

77. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ώϯτ
    
    ● αʔόʔଆʹ͸Կ΋໰୊͸ͳ͍
    ○ ෦඼͕ނো͍ͯ͠Δͱ͔ɺ04ͷજࡏతόάͱ͔Ͱ΋ͳ͍
    ● /8ػثʹ΋Կ΋໰୊͸ͳ͍
    ● ͨͩ୆ʹ͚ͩࣄ৅͕ൃੜ
    ○ ಉ͡/8ʹܨ͕͍ͬͯΔଞͷαʔόʔʹ͸Կ΋໰୊͕ͳ͍
    ● ͦͷࣄ৅͕ൃੜ͢Δ௚લʹ͸গ͠ϥοΫΛ৮Δ࡞ۀ͕͋ͬͨ
    

    View Slide

78. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ౴͑
    
    ● ͦͷαʔόʔΛܨ͍Ͱ͍ͨޫϑΝΠόʔέʔϒϧͷۂ͛ݶքΪϦΪϦ͙Β͍ͷ

    έʔϒϦϯάΛ͍͔ͯͨ͠Β
    ○ ΋͏ͪΐ͍Θ͔Γ΍͍͘͢͏ͱ3͕খ͍͞
    ○ ͦͷͨΊύέοτ్͕தͰϩε͠·͘Δ/8͕ෆ҆ఆ
    ໰୊ͳ͠ ݫ͍͠ɾɾɾ ແཧʂʂʂ
    

    View Slide

79. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    Ϋϥ΢υͰ͋Ε͹ɺԿ͔ো֐͕͋ͬͨͱͯ͠΋ݪଇ଴͚͔ͭͩ͠Ͱ͖ͳ͍
    
    ● ଴͔ͭ͠Ͱ͖ͳ͍͔Βͦ͜ɺͦͷ଴͍ͬͯΔؒ΋αʔϏεΛܧଓͤ͞ΔͨΊʹɺ

    Ϛϧνκʔϯ΍ϚϧνϦʔδϣϯͳߏ੒ʹ͓ͯ͘͜͠ͱ͸େࣄ
    ● ͍ͬΆ͏ͰஹީΛࣄલʹ஌Δ͜ͱ΋Ͱ͖ͳ͚Ε͹ɺ

    ো֐ʹؕͬͨ͋ͱ͸΋͏فΔ͔͠ͳ͍DSZQSBZ
    ● ͋Δҙຯ೉͍͠͠ɺ͋Δҙຯָ
    

    View Slide

80. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ϋΠϒϦουΦϯϓϨ͕ೖͬͯ͘Δͱɺશ෦ࣗ෼ͨͪͷ੹೚
    
    ● ΊͪΌͪ͘Όٕज़ྗ͕͋Ε͹ύϒϦοΫΫϥ΢υΑΓ΋

    ύϑΥʔϚϯε΍Մ༻ੑΛ্͛ΒΕΔ
    ● Լखʹ΍Ε͹ɺύϑΥʔϚϯε΋Ͱͳ͍͠ো֐΋ଟ͘ɺ

    ϥϯχϯάίετ΋ߴ͍γεςϜʹͳͬͯ͠·͏
    ● ͏·͘΍Βͳ͍ͱɺྑ͍ͱ͜ͲΓͲ͜Ζ͔ɺѱ͍ͱ͜ͲΓʹͳͬͯ͠·͍͔Ͷͳ͍
    

    View Slide

81. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ೗Կʹม਺ʹԿ͕ೖͬͯ͘Δ͔ʁΛ૝૾͢Δ͔͕େࣄ
    ● ૝૾ྗͱ͍͏ΑΓ΋ໝ૝ྗͱ͍ͬͨ΄͏͕ྑ͍͔΋͠Εͳ͍
    

    View Slide

82. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ໝ૝ྗ
    
    ● ͜Μͳ͜ͱ΋͋Δ͔΋͠Εͳ͍ɺ͋Μͳ͜ͱ΋͋Δ͔΋͠Εͳ͍
    ● ͦΕΛ૝૾ͯ͠ɺखΛଧ͍͔ͬͯͳ͔Ε͹ͳΒͳ͍
    ● ΋ͪΖΜશͯΛચ͍ग़͢͜ͱ͸೉͍͠͠ɺ

    ચ͍ग़ͨ͠ͱ͜ΖͰରࡦͰ͖Δ͔Ͳ͏͔͸Θ͔Βͳ͍
    ● Ͱ΋ߟ͑ͳ͍Θ͚ʹ͸͍͔ͳ͍
    ○ Կ͕ى͖Δ͔Θ͔Βͳ͍͠ɺԿ͔ى͖ͨΒࣗ෼ͨͪͷ੹೚ͳͷ͔ͩΒ
    

    View Slide

83. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ໝ૝ྗ
    
    ● ͱʹ͔͘ໝ૝͠·ͬͯ͘ɺϏδωεϥΠϯʹ߹Θͤͯɺ

    ͜͜͸कΖ͏ɺ͜Ε͸࢓ํͳ͍ͷϥΠϯΛҾ͘
    ● ͦ͏Ͱͳ͍ͱݱ࣮తͳϋΠϒϦουΫϥ΢υ͸ແཧ
    ○ ໝ૝͠·ͬͯ͘ग़͖ͯͨԿ͔ʹରͯ͠શͯखΛଧͭͷ͸ແཧ
    

    View Slide

84. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ໝ૝ྗ: Ϋϥ΢υ
    
    ● Ϋϥ΢υͷ୯Ұκʔϯͷো֐౰વ͋Δ͔ΒϦʔδϣφϧͳߏ੒ʹ͠Α͏
    ● Ϋϥ΢υͷ୯ҰϦʔδϣϯͷো֐͋Γ͏ΔΑͶɺϚϧνϦʔδϣϯͳߏ੒ʹ͠Α͏
    ● ೔ຊࠃ಺ͷϦʔδϣϯͷಉ࣌ো֐ͳ͘͸ͳ͍͚Ͳɺͦ͜·Ͱ΍Δʁʁ
    ● (PPHMFͷւఈέʔϒϧͷো֐΋͸΍ϚϧνΫϥ΢υʹ͠ͳ͍ͱແཧ
    

    View Slide

85. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    ໝ૝ྗ: ΦϯϓϨ
    
    ● ෺ཧܥ
    ○ ిݯϢχοτ͕ࢮ͵
    ○ /*$͕ࢮ͵ Ͳ͔͜ͷϙʔτ͚ͩࢮ͵
    
    ○ ࢮ͵ͳΒ·ͩϚγ͕ͩɺத్൒୺ͳ൒ࢮঢ়ଶʹͳΔ
    ○ ϝϞϦͷ&$$Τϥʔ͕ଟൃͯ͠அଓతʹ࠶ىಈ͔͔Δ
    ○ έʔϒϦϯάෆඋ
    ○ ͦ΋ͦ΋έʔϒϧͷ඼࣭͕௿͍
    ○ पғ؀ڥͷϊΠζ͕ܹ͍͠
    ○ ۭௐ͕ͳ͍PSۭௐͷௐࢠ͕ѱͯ͘ॵ͍
    ○ ΠϯλʔωοτճઢͷΩϟϦΞো֐
    ͜Μͳͷংͷޱɻ
    ·ͩ·ͩͨ͘͞Μ͋Δɻ
    

    View Slide

86. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ໝ૝͠ग़͢ͱΩϦ͕ͳ͍ͷ͸ࣄ࣮
    ● Ͱ΋ɺશ͘ߟ͑ͳ͍ͷ͸ͨͩͷߟྀ࿙ΕͰ͋Γઃܭෆ଍
    ● ͦͯͦ͠͏͍͏ͷΛ*5ۀք͸ͣͬͱ΍͖ͬͯͯɺ͔ͩΒͦ͜Ϋϥ΢υ͕ྲྀߦͬͨΘ͚ͩ
    ○ ࣗ෼ୡ͕͋ʔͩͷ͜ʔͩͷߟ͑ͯ΋ίετ΍ٕज़తʹରࡦ͕೉͍͠෦෼ͩͬͯ͋Δ
    ○ ലେͳࢿۚͱٕज़Λ࣋ͬͨύϒϦοΫΫϥ΢υʹ͓ΜͿʹ๊ͬ͜࠷ߴʂʂʂ
    

    View Slide

87. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ͦΕͰ΋Կ͔ཧ༝͕͋ͬͯݱ୅ͰϋΠϒϦουΫϥ΢υΛ΍ΔͳΒɺ

    ·ͨੲʹ໭۪ͬͯ௚ʹઓΘͳ͚Ε͹ͳΒͳ͍
    ○ ͔͠΋୯ʹΦϯϓϨ͚ͩΛߟ͑Ε͹ྑ͍ͷͰ͸ͳ͘ɺ

    ࣗ෼ୡͰ੍ޚ͖͠Εͳ͍Ϋϥ΢υଆͱͷ࿈ܞ΋લఏʹͯ͠ߟ͑ͳ͚Ε͹ͳΒͳ͍
    ○ ΦϯϓϨ͚ͩߟ͑Ε͹Α͔ͬͨੲΑΓ΋lΑΓ೉͘͠ͳͬͨzͱݴ͑Δ
    

    View Slide

88. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ΋ͪΖΜྺ࢙͕͋ΔͷͰɺϕετϓϥΫςΟεతͳͷ͸ͨ͘͞Μ͋Δ
    ○ Ϋϥ΢υଆ΋ͦ͏ͩ͠
    ● ॴҦϕετϓϥΫςΟεతͳΫϥ΢υΞʔΩςΫνϟ΍෺ཧߏ੒Λऔ͍ͬͯͯ΋ɺ

    ࣮͸͜Μͳ͜ͱ͕͋Δͱো֐ʹؕΔΑͶɾɾɾʁͱ͍͏ͷ͸શવ͋Δ
    ○ ϕετϓϥΫςΟε͸͜͏΍Ε͹ྑ͍ײ͡ʹͳΔͥͷಓҊ಺ΨΠυͳ͚ͩͰɺ

    શ͕ͯ໢ཏ͞ΕͨΞ˓ςΟϚχΞͰ͸ͳ͍
    ○ ͖ͬ͞ͷޫϑΝΠόʔͷྫͳΜͯڭՊॻతͳϕετϓϥΫςΟεʹ͸ࡌͬͯͳ͍
    ͦ͜Λࣗ෼ୡͷߏ੒ͱϏδωεʹরΒ͠߹ΘͤͯᖰΓग़͢ͷ͕ໝ૝ྗ
    

    View Slide

89. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ΩϦ͕ͳͯ͘΋ɺ૝૾͠·ͬͯ͘ໝ૝͠·ͬͯ͘ɺ

    ͋Μͳ͜ͱ΋͋Δ͔΋ʁ͜Μͳ͜ͱ΋͋Δ͔΋ʁͱ۷Γग़͢
    ● ͦͷ্Ͱɺͦͷো֐ͷՄೳੑͱӨڹ౓ΛצҊͯ͠ɺରࡦΛऔΔ͔Ͳ͏͔Λߟ͑Δ
    ● ॏཁͳͷ͸ɺໝ૝ͨ͠ো֐ύλʔϯʹରͯ͠Ұ౓͸ߟ͑ͯΈΔ͜ͱ
    ○ ͦ΋ͦ΋ߟ͑ͳ͍
    ○ ΩϦ͕ͳ͍͔Βߟ͑ͳ͍
    ○ ग़ͨ͠͸͍͍͚Ͳߟ͑ͳ͍
    

    View Slide

90. ঎༻ϋΠϒϦουΫϥ΢υͷͨΊͷໝ૝ྗ
    
    ● ಛʹΫϥ΢υ͕བྷΈग़͢ͱɺͪ͜ΒͰ͸Ͳ͏͠Α͏΋ͳ͍͜ͱ΋͋Δ
    ● ͦ͜ʹରͯ͠Ͳ͜·Ͱ͓ۚΛ͔͚ͯͲ͜·ͰͷϦεΫΛڐ༰͢Δ͔ʁͱ͍͏ͷ͸

    Ϗδωεଆͱͷձ࿩΋ඞཁ
    

    View Slide

91. ࠓճͷࣄྫʹ͓͚Δ

    ٕज़ཁૉͷ঺հ
    
    

    View Slide

92. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● Ͱ͸͋Δఔ౓ͷม਺Λߟ͑ͳ͕Βো֐ܥΛҙࣝ͢ΔͱͳΔͱɾɾɾʁ
    ○ େผͯ͠ҎԼͭʹ෼͚ͯߟ͑Β͑ΒΕΔ
    ○ /8ͷՄ༻ੑ
    ○ ΞϓϦέʔγϣϯͷՄ༻ੑ
    ● ࠓճͷέʔεͷ৔߹ɺ41P'Λపఈతʹഉআ͔ͨͬͨ͠
    ○ Ϋϥ΢υଆ͸ݪଇϚϧνϦʔδϣϯͳߏ੒ʹ͍ͨ͠
    

    View Slide

93. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● ($1ͷ৔߹ɺϕʔεͱͳΔ71$͸/8తͳՄ༻ੑͱͯͦ͠΋ͦ΋ϚϧνϦʔδϣϯ
    ○ 71/͸ݪଇϦʔδϣφϧ Ϛϧνκʔϯ
    
    ○ ౰વɺτϯωϧΛຊҎ্͸Δඞཁ͸͋Δ
    ■ ୯ҰϦʔδϣϯʹຊҎ্͸ͬͯϦʔδϣφϧ
    ○ ͦΕͧΕͷϦʔδϣϯʹରͯ͠71/ΛຊҎ্ ߹ܭ࠷௿ຊ
    

    ͋Ε͹ϚϧνϦʔδϣϯͳ71/ܦ࿏Λߏ੒Ͱ͖Δ
    ઌ΄Ͳͷߏ੒ਤͩͱਅΜதͷ͜ͷ෦෼
    

    View Slide

94. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● ͜ΕͰzܦ࿏zͱͯ͠͸ϚϧνϦʔδϣϯ৑௕ʹͰ͖Δ
    ● ͜ͷ··Ͱ͸ো֐࣌ͷ੾Γସ͑ʹରԠͰ͖ͳ͍
    ● #(1ʹΑΔॊೈͰߴ଎ͳ੾Γସ͑
    

    View Slide

95. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● 71/͸71$ʹೖΓ͜ΉܗʹͳΔͷͰɺΞϓϦέʔγϣϯΛ

    ͲͷΑ͏ʹϗεςΟϯά͢Δ͔΋ߟ͑Δ
    ○ ($1ͷ৔߹ɺ($'΍$MPVE3VO͸ؾܰʹ࢖͑ͯྑ͍͕ɺ71$ωΠςΟϒͰ͸ͳ͍
    ○ αʔόʔϨε71$ίωΫλ͕ඞཁো֐఺Λ૿΍͢͜ͱʹͭͳ͕Δ
    ○ ΦϯϓϨଆ͔ΒͷΠϯό΢ϯυ௨৴ʹରԠͰ͖ͳ͍
    

    View Slide

96. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● (,&ͷ৔߹͸71$ωΠςΟϒʹՔಇͤ͞ΒΕΔ
    ○ LTͷ஌ࣝΛ׆͔ͤΔͷͰӡ༻΋ɺ·͊΍Γ΍͍͢
    ○ "VUPQJMPUΛલఏʹ͢Δ͜ͱͰϑϧϚωʔδυʹ΍ΕΔͱͳ͓ྑ͠
    ■ ΋ͪΖΜཁ݅࣍ୈͰ͸͋Δ͕ɺΑ΄Ͳॊೈʹ΍Γ͍ͨέʔεͰ΋ͳ͚Ε͹ɺ"VUPQJMPUʹ
    ΑͬͯLTͱͯ͠ͷڧྗͳΦʔέετϨʔγϣϯೳྗ͸ڗडͭͭ͠ϊʔυ؅ཧͳͲͷ໘
    ౗͝ͱ͸೚ͤͪΌ͏
    ○ ࢀߟIUUQTDMPVEHPPHMFDPNLVCFSOFUFTFOHJOFEPDTDPODFQUTBVUPQJMPUPWFSWJFX IMKB
    

    View Slide

97. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● (,&ͷ৔߹΋ϦʔδϣφϧͰ͸͋Δ͕ɺϚϧνϦʔδϣϯʹ͸؆୯ʹ͸΍Εͳ͍
    ○ ํ๏ͱ͍͔ͯͭ͘͠
    ○ .VMUJ$MVTUFS*OHSFTT
    ○ .VMUDJ$MVTUFS4FSWJDF
    ○ "OUIPT4FSWJDF.FTI
    

    View Slide

98. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● )5514௨৴͕લఏͳΒ.VMUJ$MVTUFS*OHSFTT͕؆୯
    ○ ࢀߟIUUQTDMPVEHPPHMFDPNLVCFSOFUFTFOHJOFEPDTDPODFQUTNVMUJDMVTUFSJOHSFTT IMKB
    ○ ࠓճͷ৔߹ɺ)551ʹݶΒͳ͍༷ʑͳϓϩτίϧΛѻ͏ඞཁ͕͋Δ
    ○ ͭ·Γ࢖͑ͳ͍ɺෆ࠾༻
    ● ࣅͨཧ༝Ͱ"OUIPT4FSWJDF.FTI΋ෆՄ
    ○ 6%1Λѻ͑ͳ͍ɾɾɾϚϧνϦʔδϣϯͳ-#ͳΒ݁ہ֎෦-#͕લఏ
    ○ ࢀߟIUUQTDMPVEHPPHMFDPNTFSWJDFNFTIEPDT IMKB
    

    View Slide

99. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
    
    ● .VMUJ$MVTUFS4FSWJDFͰ͋Ε͹ɺ-Λͦͷ··ѻ͑ΔͷͰࣗ༝౓͕ߴ͍
    ○ ࢀߟIUUQTDMPVEHPPHMFDPNLVCFSOFUFTFOHJOFEPDTDPODFQUTNVMUJDMVTUFS
    TFSWJDFT IMKB
    ○ ௨৴ཁ݅ͱͯ͠͸ΫϦΞ
    ○ ͔͠͠ɺ(,&Πϯλʔφϧͳ7*1ʹ

    ͳͬͯ͠·͏ͷͰ֎෦͔Βѻ͑ͳ͍
    ○ ෆ࠾༻
    

    View Slide

100. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ڪΒ͘େମͷϋΠϒϦουΫϥ΢υͷ৔߹ɺΦϯϓϨଆͱΫϥ΢υଆͷϓϩτίϧ͸
     )5514ʹݶΒͳ͍͸ͣ
     ○ ѱ͍͚ͲͦΕʹݶΔͳΒผʹΠϯλʔωοτܦ࿏Λḷͬͨͬͯྑ͍ͷͰ͸ʁ
     ○ ΋ͪΖΜҙਤͯͦ͠͏·ͱΊΔ͜ͱ΋ҰҊͩͱ͸ࢥ͏͕
     ● ͦ͏ͳͬͨͱ͖ʹ్୺ʹϚϧνϦʔδϣϯͳߏ੒͸औΓͮΒ͍ͷ͕ݱࡏͷΫϥ΢υ
     

     View Slide

101. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ී௨ʹ($1ͱͯ͠ͷ಺෦-#Λ࢖͏ͷ͸ʁ
     ○ -ϩʔυόϥϯαͷ৔߹ɺϚϧνϦʔδϣϯͳ-#ʹͰ͖Δͷ͸֎෦-#ͷΈ
     ○ ಺෦-#ͷ৔߹ɺγϯάϧϦʔδϣϯʹͳͬͯ͠·͏
     

     View Slide

102. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ͭ·Γɺ71$Πϯλʔφϧ͔ͭϚϧνϦʔδϣϯͳ৑௕ੑΛ࣋ͨͤͨΞʔΩςΫνϟΛ
     ϚωʔδυલఏͰߏங͢Δ͜ͱ͸ݱঢ়ͷ($1Ͱ͸ෆՄೳ
     ○ গͳ͘ͱ΋(,&ЋͰ͸ແཧ ୭͔Կ͔ྑ͍ํ๏Λ஌͍ͬͯͨΒڭ͍͑ͯͩ͘͞
     
     ● ֎෦ެ։ͳ(,&ͷϚϧνϦʔδϣϯͳ)"ߏ੒͸αϙʔτ͞Ε͍ͯΔ͠ɺ

     ϕετϓϥΫςΟε΋͋Δ͕ɾɾɾ
     ○ ࢒೦ͳ͕Β಺෦ެ։71$Πϯλʔφϧͳͷ͸·ͩ·ͩൃల్্
     

     View Slide

103. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ߟ͑͏Δ༗ޮࡦ
     
     ● େલఏͱͯ͠/8ͰϚϧνϦʔδϣϯͳμΠφϛοΫϧʔςΟϯάΛ࣮ݱͤ͞Δ
     ● ͦ͏΍ͬͯ/8తͳ৑௕ܦ࿏Λ୲อ্ͨ͠Ͱɺ

     ($1ͷ$MPVE%/4ϧʔςΟϯάϙϦγʔϔϧενΣοΫΛซ༻
     ○ ໊લղܾΛ༻͍ͨϑΣΠϧΦʔόʔύλʔϯͱ͍͏͜ͱ
     ○ ެࣜΨΠυIUUQTDMPVEHPPHMFDPNEOTEPDT[POFTNBOBHFSPVUJOHQPMJDJFT
     ○ ެࣜϒϩάIUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTOFUXPSLJOHJOUSPEVDJOHBVUPNBUFEGBJMPWFSGPS
     QSJWBUFXPSLMPBETVTJOHDMPVEEOTSPVUJOHQPMJDJFTXJUIIFBMUIDIFDLT
     

     View Slide

104. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ߟ͑͏Δ༗ޮࡦ
     
     ● ಺෦ར༻ͷͨΊͷϓϥΠϕʔτκʔϯΛ࡞͓ͬͯ͘
     ● ͦͷκʔϯʹର͢Δ"Ϩίʔυͱͯ͠ɺ'BJMPWFS1PMJDZΛ࣋ͨͤΔ
     ○ 1SJNBSZܥͷ$MVTUFSͷ4FSWJDFʹϔϧενΣοΫΛ͔͚͓ͯ͘
     ○ ݪଇతʹ໊લղܾ݁Ռ͸ͦͪΒʹͳΔ
     ○ ো֐ʹؕͬͨΒ4FDPOEBSZଆʹ໊લղܾ݁Ռ͕੾ΓସΘΔײ͡
     ● (&01PMJDJFTͱ͍͏ܗͰΑΓ͍ۙϦʔδϣϯʹܨ͕ΔΑ͏ʹ໊લղܾ݁ՌΛม͑Δ͜ͱ΋Մೳ
     ● ͨͩ͠ࠓճͷྫͷΑ͏ʹສ͕ҰͷࡍʹผϦʔδϣϯʹಀ͛ΕͨΒͦΕͰྑ͍͍ͬͯ͏࣌͸ɺ'BJMPWFS
     1PMJDJFTͰे෼
     

     View Slide

105. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ߟ͑͏Δ༗ޮࡦ
     
     ● (&01PMJDJFTͱ͍͏ܗͰΑΓ͍ۙϦʔδϣϯʹܨ͕ΔΑ͏ʹɺ

     ໊લղܾ݁ՌΛม͑Δ͜ͱ΋Մೳ
     ● ͨͩ͠ࠓճͷྫͷΑ͏ʹສ͕Ұͷࡍʹ

     ผϦʔδϣϯʹಀ͛ΕͨΒͦΕͰྑ͍͍ͬͯ͏࣌͸'BJMPWFS1PMJDJFTͰे෼
     

     View Slide

106. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ஫: ݱঢ়GUIαϙʔτ͕ͳ͍ͷͰCLIΛ࢖͏ඞཁΞϦ
     
     # gce-vm-ipͳNGEΛ࡞੒
     
     gcloud compute network-endpoint-groups create tokyo-neg \
     
     --network=default \
     
     --subnet=default \
     
     --network-endpoint-type=gce-vm-ip \
     
     --zone=asia-northeast1-b
     
     # backend-serviceΛ࡞Δ࣌఺Ͱগ͠ύϥϝʔλʔΛ૿΍͢
     
     gcloud compute backend-services create tokyo-backend-service \
     
     --region=asia-northeast1 \
     
     --load-balancing-scheme=INTERNAL \
     
     --protocol=TCP \
     
     --health-checks=your-healthcheck \
     
     --health-checks-region=asia-northeast1
     
     # gce-vm-ipͳNEGΛόοΫΤϯυͱͯ͠௥Ճ͢Δ
     
     gcloud compute backend-services add-backend tokyo-backend-service \
     
     --network-endpoint-group=tokyo-neg \
     
     --network-endpoint-group-zone=asia-northeast1-b \
     
     --region=asia-northeast1
     

     View Slide

107. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     # Routing Policyͱͯ͠Ξλον͢ΔͨΊͷForwarding Rule
     
     gcloud compute forwarding-rules tokyo-forwarding-rule \
     
     --region=asia-northeast1 \
     
     --load-balancing-scheme=internal \
     
     --network=default \
     
     --subnet=default \
     
     --ip-protocol=TCP \
     
     --ports=8080 \
     
     --backend-service=your-backend-service \
     
     --backend-service-region=asia-northeast1
     
     # ౦੢৑௕ͷͨΊͷForwardingRuleΛͦΕͧΕΞλον͠ͳ͕ΒFailoverՄೳͳAϨίʔυΛ࡞੒
     
     gcloud dns record-sets create ha.example.local \
     
     --ttl=30 \
     
     --type=A \
     
     --zone=your-private-zone \
     
     --routing-policy-type=FAILOVER \
     
     --enable-geo-fencing \
     
     --routing-policy-primary-data=tokyo-forwarding-rule \
     
     --routing-policy-backup-data-type=GEO \
     
     --routing-policy-backup-data="asia-northeast2=osaka-forwarding-rule" \
     
     --backup-data-trickle-ratio=0 \
     
     --enable-health-checking
     

     View Slide

108. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ߟ͑͏Δ༗ޮࡦ
     
     ● ͜ͷ··Ͱ͸ΦϯϓϨଆ͔Β໊લղܾ͕Ͱ͖ͳ͍
     ● $MPVE%/4ͷड৴αʔόʔϙϦγʔΛ࢖ͬͯ71$Πϯλʔφϧͳ໊લղܾΛߦ͑Δ%/4
     ΤϯυϙΠϯτΛ࡞੒͓ͯ͘͠
     ○ ͦ͜ʹର໊ͯ͠લղܾͤͯ͋͛͞Ε͹0,
     ○ ࢀߟIUUQTDMPVEHPPHMFDPNEOTEPDTTFSWFSQPMJDJFTPWFSWJFX IMKBEOT
     TFSWFSQPMJDZJO
     

     View Slide

109. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     # ड৴αʔόʔϙϦγʔ࡞੒
     
     gcloud dns policies create your-resolver-forwarder \
     
     --description=from-onprem \
     
     --networks=your-vpc \
     
     --enable-inbound-forwarding
     
     

     View Slide

110. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ߟ͑͏Δ༗ޮࡦ
     
     ● ͜͜·Ͱॻ͍ͯΞϨͳΜ͚ͩͲɺ

     ͜ͷ3PVUJOH1PMJDZ)FBMUI$IFDLػೳ͸1SFWJFXঢ়ଶ
     ○ ඇৗʹ࢒೦͕ͩɾɾɾ·ͩ("͞Ε͍ͯͳ͍
     ● ͱ͍͏Θ͚Ͱ঎༻Ͱ࢖͏ͷ͸Φεεϝ͠ͳ͍
     ● ͋ͱ͜Ε࠷ۙࢼ͍ͯͨ͠Μ͚ͩͲҰ෦ͷ௨৴͕௨Βͳͯ͘·ͩ͏·͍ͬͯ͘ͳ͍
     

     View Slide

111. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ͳΒͲ͏͢Δʁ
     
     ● ࠓճɺ୯७ʹো֐࣌ʹผϦʔδϣϯʹಀ͛ΒΕ͹ྑ͍͚ͩ ϑΣΠϧΦʔόʔͰ0,
     
     ● "SNBEJMMP಺෦Ͱ֤(,&Ϋϥελʔͷ4FSWJDFʹରͯ͠ϔϧενΣοΫΛ͔͚ͯ

     ͦΕ͕མͪͨΒτϯωϧΛམͱ͢σʔϞϯίϯςφΛՔಇͤ͞Δ
     ○ τϯωϧ͕མͪΕ͹#(1,FFQBMJWF΋౰વམͪΔͷͰϧʔτ͕੾ΓସΘͬͯɺ

     ηΧϯμϦͷผϦʔδϣϯʹܨ͕Δ
     ○ $JTDPͰ͍͏*14-"0CKFDU5SBDLJOHͷΠϝʔδ
     ● ΫϥελʔԣஅͰ"DUJWF"DUJWFͰಈ͚ΔΞϓϦέʔγϣϯͷܗͱ͓͖ͯͭͭ͠ɺ

     ్தͰԿ͕͋ͬͯ΋ؼΓͷ௨৴͕ಧ͘ܗΛ࡞Γ্͛Δ
     

     View Slide

112. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     GCP Autopilot؀ڥʹ͓͚ΔγϯάϧϦʔδϣϯ؀ڥͰͷμ΢ϯλΠϜܰݮࡦ
     
     ● "VUPQJMPUͷ৔߹ɺϑϧϚωʔδυͳΘ͚͕ͩɺͨ·ʹϝϯςφϯε͕ೖΔ
     ● ͦͷؒɺԿ͔͠Βͷμ΢ϯλΠϜ͕ൃੜͯ͠͠·͏Մೳੑ͕θϩͰ͸ͳ͍
     ● ͦͷ౓ʹલड़ͷ࢓૊ΈϑΣΠϧΦʔόʔ͞ΕΔͷ΋໘౗
     ○ ͯ͠΋͍͍͚Ͳɺͦͷఔ౓Ͱ͍ͬͯ͏
     

     View Slide

113. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     GCP Autopilot؀ڥʹ͓͚ΔγϯάϧϦʔδϣϯ؀ڥͰͷμ΢ϯλΠϜܰݮࡦ
     
     ● αʔδΞοϓάϨʔυͱ1PE%JTSVQUJPO#VEHFUͷซ༻Ͱ

     ϝϯςφϯε࣌ʹ͓͍ͯ΋αʔϏεػೳͱͯ͠ͷμ΢ϯλΠϜΛ͔ͳΓܰݮͰ͖Δ
     ○ ॱ࣍ɺϊʔυͷΞοϓάϨʔυͳͲ͕ೖͬͯ΋γʔέϯγϟϧʹ࣮ߦ͞Εɺ

     ͔ͭɺ1PEͷ࠷௿਺͕อͨΕͨ··ʹͳΔͷͰɺ

     ಛఆ࣌ؒͰ1PE͕શ໓͢Δ͜ͱ͕ͳ͍ࣄ্࣮ͷμ΢ϯλΠϜൃੜ͠ͳ͍
     ● αʔδΞοϓάϨʔυ͸"VUPQJMPUͷ৔߹σϑΥϧτͰઃఆ͞Ε͍ͯΔͷͰ

     ͋·Γҙࣝ͠ͳͯ͘΋0,
     ● ࢀߟIUUQTDMPVEHPPHMFDPNCMPHKBQSPEVDUTDPOUBJOFSTLVCFSOFUFTJOUSPEVDJOHTVSHFVQHSBEFTGPSBOUIPTHLF IMKB
     

     View Slide

114. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ArmadilloͷԼ४උ
     
     ● "SNBEJMMPͷσϑΥϧτ-JOVY,FSOFM͸࠷௿ݶͷػೳ͔͠૊Έࠐ·Ε͍ͯͳ͍
     ○ ೝূ΍҉߸ԽΛ࢘Δ")΍&41ؔ࿈ͷΧʔωϧϞδϡʔϧ͕૊Έࠐ·Ε͍ͯͳ͍
     ○ ͭ·ΓσϑΥͰ͸*1TFDΛ͸Εͳ͍ͷͰ,FSOFMΛ࠶Ϗϧυ͢Δඞཁ͕͋Δ
     # Networking Support > Networking options > ESP Transformation ͱ AH Transformation Λ༗ޮԽ
     
     $ make ARCH=arm64 CROSS_COMPILE=aarch64-linux-gnu- menuconfig
     
     # ͜ͷ࣌఺ͰΧʔωϧ࠶Ϗϧυ͸׬ྃ
     
     $ make ARCH=arm64 CROSS_COMPILE=aarch64-linux-gnu- -j5
     
     # ࣮ࡍʹ͸͜͜ͰArmadilloͳΒͰ͸ͷΰχϣΰχϣ͕ඞཁׂ͕ͩѪ
     
     # ੒Ռ෺ͷ.swu͕ArmadilloͰॻ͖ࠐΊΔϑΝʔϜ΢ΣΞΠϝʔδ
     
     $ mkswu -o update-kernel.swu update-kernel/update-kernel.desc
     

     View Slide

115. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ArmadilloͷԼ४උ
     
     ● "UNBSL5FDIOP%FWFMPQNFOU&OWJSPONFOUͱ͍͏ެࣜʹఏڙ͞ΕΔ7.Λ࢖͑
     ͹ɺ"SNBEJMMP༻ͷΧʔωϧϏϧυͳͲΛ؆୯ʹ΍Γ࢝ΊΒΕΔͷͰΦεεϝ
     ○ ࢀߟIUUQTBSNBEJMMPBUNBSLUFDIOPDPNHVJEFBUEF
     ● ͨͩͦ͠ͷ··Ͱ͸୯ҰϚγϯʹର͢Δ7.ͱ͔ͯ͠͠ѻ͑ͳ͍ͷͰɺ

     ࠓճ͸($&ʹΠϯϙʔτͤͯ͞ڞ༗7.ͷΑ͏ͳײ͡ʹͨ͠
     ○ ؔ࿈ϝϯόʔ͕୭Ͱ΋࢖͑ΔΑ͏ʹ
     # VMͷ.vmdkΛࣄલʹGCSʹΞοϓϩʔυ͓ͯ͘͠
     
     # ͦͷvmdkΛΠϯϙʔτͤͯ͞GCEΠϯελϯεΛ࡞੒
     
     $ gcloud compute images import [your-vm-name] --source-file "gs://path/to/atde.vmdk"
     
     

     View Slide

116. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     ArmadilloͷԼ४උ
     
     ● ࡞੒ͨ͠Πϝʔδ͸ωοτϫʔΫܦ༝ͰΠϯετʔϧͤ͞Δ͜ͱ΋Մೳ
     ● ͞ΒʹΦϒδΣΫτετϨʔδͳͲΛซ༻ͯ͠؆୯ʹ%'6Ͱ͖Δ࢓૊Έ΋੔͑Δͱྑ͠
     # ࣗલͷͲ͔͜ʹಠࣗϏϧυͨ͠ΧελϜΠϝʔδΛ͓͍ͯɺ͔ͦ͜Βμ΢ϯϩʔυͯ͠ॻ͖ࠐΉ
     
     $ swupdate -d '-u http://your.image-publisher.io/update-kernel.swu'
     
     # ެࣜతʹఏڙ͞Ε͍ͯΔ࠷৽ΠϝʔδΛॻ͖ࠐΉ
     
     $ swupdate -d '-u https://download.atmark-techno.com/armadillo-iot-g4/image/baseos-x2-latest.swu'
     

     View Slide

117. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ౰વͳ͕ΒϞχλϦϯά΋ҙࣝ͠ͳ͚Ε͹ͳΒͳ͍
     ○ Ϋϥ΢υଆ͸·͊($1Ͱ͋Ε͹$MPVE-PHHJOHʹϩά͸ू໿͞ΕΔ͠ɺ

     $MPVE.FUSJDTͰϝτϦΫεΛूΊͨΓΞϥʔςΟϯά͸؆୯ʹՄೳ
     ■ "84΋$MPVE8BUDIͰಉ༷
     ● ϏοτΩʔͷ৔߹ɺશ໘తʹ%BUBEPHΛ࠾༻
     ● ΦϯϓϨଆΛ๨Εͯ͸ͳΒͳ͍
     

     View Slide

118. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ͱݴͬͯ΋ɺ%BUBEPH"HFOUೖΕ͓͚ͯ͹

     ෺ཧαʔόʔͷϝτϦΫεͩͬͯ৭ʑऔΕΔ͡ΌΜʁʁ
     

     View Slide

119. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ΄Μͱʹʁ·͊ࠓճͷྫͰ΋"SNBEJMMP͸-JOVYͳͷͰͦΕ͸ͦ͏ͳΜ͚ͩͲɻ
     ྫ͑͹͚ͩͲ"HFOUΛͲ͏΍ͬͯ/8ػثʹΠϯετʔϧ͢Δͷʁ
     ·͔͞/8ػث͸ϞχλϦϯά͠ͳ͍͍ͯ͘ɺͱʁ
     ͋Δ͍͸ɺ༷ʑͳ)8ো֐΍ஹީ͸Ͳ͏΍ͬͯݕ஌͢Δʁ
     

     View Slide

120. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ΦϯϓϨ͸͜ΕɺΫϥ΢υ͸͋Εɺͱ͍͏Α͏ʹπʔϧΛ෼͚Δͷ΋ҰҊ
     ○ ྫ͑͹%BUBEPHͱ͔ͩͱͲ͏ͯ͠΋෺ཧج൫ͷ؂ࢹ͕ऑ͍
     ○ Ͱ͖͸͢Δ͚Ͳ4/.15SBQΛૢΕͳ͍ͷ͕௧͍
     ○ ෺ཧతͳނোʹؾ෇͖ͮΒ͍
     ○ ͨͩ͠େମͷػث͸4/.15SBQʹཔΒͣނোʹؾͮ͘ํ๏͕ͳ͍ͷ͕࣮৘
     

     View Slide

121. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ($1ଆ͸͞Δ͜ͱͳ͕ΒɺΦϯϓϨଆ΋%BUBEPHʹऩूͤ͞Δ
     ● %BUBEPH"HFOU͕4/.1Λαϙʔτ͍ͯ͠ΔͷͰɺ

     ͦΕΛ࢖ͬͨ/8ػث͔ΒͷϝτϦΫεऩू͕Մೳ
     ○ Ϋϥ΢υ΋ΦϯϓϨ΋౷߹తʹϞχλϦϯάΞϥʔςΟϯάͤ͞ΒΕΔ
     ͔͠͠ɺ4/.1(FU͸Ͱ͖ͯ΋ɺ

     5SBQΛड͚ࢭΊΔ͜ͱ͸Ͱ͖ͳ͍ɾɾɾ
     )8ো֐ʹؾ͖ͮͮΒ͍
     

     View Slide

122. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● "SNBEJMMP಺෦ͰTONQUSBQEΛಈ࡞ͤ͞ɺͦͷ5SBQͷ಺༰Λࣔ͢ϩάσʔλΛ

     ϓογϡͤ͞Δ͜ͱͰ)8ো֐ʹؾ͖ͮ΍͘͢͢Δ
     J 7331΍ϧʔςΟϯάςʔϒϧͷτϙϩδมԽͳͲ΋5SBQͰั·͑ΒΕΔ
     JJ 1JQFMJOFͷதͰ(SPL1BSTFSΛ࢖ͬͨΓɺ

     (FOFSBUF.FUSJDTͤ͞Δ͜ͱͰ೚ҙσʔλʹม׵ͯ͠ՄࢹԽ΍ΞϥʔςΟϯάʹྲྀ༻
     

     View Slide

123. ࠓճͷࣄྫʹ͓͚Δٕज़ཁૉͷ঺հ
     
     ● ಉ͡αʔϏεΛఏڙ͍ͯ͠Δίϯϙʔωϯτͱͯ͠ଊ͑ΔͷͰ͋Ε͹ɺ

     ΍͸ΓҰͭͷ؂ࢹج൫Ͱ·ͱΊ͋͛ͨ΄͏͕خ͍ͩ͠Ζ͏ɺͱ൑அ
     ○ ྫ͑͹ɺΦϯϓϨ༻ʹ;BCCJYΛ࠾༻ͨ͠ͱ͠Α͏ ର/8ػثͳΒඇৗʹศར
     
     ○ Կ͔͠Βͷো֐΍ΒνʔϜҟಈ͕͋ͬͨ࣌ʹຊ݅ʹؔΘΔΤϯδχΞ͕

     θϩ͔Β֮͑௚͞ͳ͍ͱ͍͚ͳ͍ͷ͸Ωπֶ͍शίετ͕ൃੜ͢Δ
     ○ Ϋϥ΢υଆͰ%BUBEPHΛ࢖͍ͬͯͯɺԾʹΦϯϓϨ͕ೖͬͯ͘Δͪ͜ΒͰ΋%BUBEPHΛ࢖ͬͯ
     ͍ΔͷͳΒɺಉ͡ײ֮Ͱѻ͑Δ͙͢ʹରԠ։࢝Ͱ͖Δ
     

     View Slide

124. ೗Կʹໝ૝͢Δ͔
     
     

     View Slide

125. ೗Կʹໝ૝͢Δ͔
     
     ໝ૝ྗͱ͍ͬͯ΋Ͷ͐ɾɾɾ
     ͱ͍͏͜ͱͰɺໝ૝Λࢧԉ͢Δ৺ߏ͑ͱ͍͏͔ํࡦΛɻ
     

     View Slide

126. ೗Կʹໝ૝͢Δ͔
     
     ● ෺ཧతʹ৸Δ
     ● ઃܭΛ৸͔ͤΔ
     

     View Slide

127. ೗Կʹໝ૝͢Δ͔
     ෺ཧతʹ৸Δ
     
     ● ਺೔ܦͬͯઃܭΛݟ௚͢ͱΞϥ͕໨ʹ෇͘ Έͳ͞Μ΋ܦݧ͋Δͱࢥ͏͕
     
     ● ਆΤϯδχΞͳΒ·ͩ͠΋ɺࢲΛؚΊຌਓ͕೔Ͱ࡞ͬͨઃܭ͸ΫιPGΫι
     ● ݪଇɺϩʔϚ͸೔ͯ͠੒Βͳ͍
     ● ͱʹ͔࣌ؒ͘Λஔ͍ͯɺ৽઱ͳ໨Ͱཁ݅΍ઃܭΛݟ௚͢͜ͱΛηΫγϣϯຖʹ܁Γฦ͢
     ○ Ϋϥ΢υͷYYͷ෦෼ΦϯϓϨͷ/8ͷ͜ͷ෦෼͜͏͍͏ো֐ύλʔϯͷͱ͖
     FUD
     

     View Slide

128. ೗Կʹໝ૝͢Δ͔
     ઃܭΛ৸͔ͤΔ
     
     ● ΄ͱΜͲ෺ཧతʹ৸Δ͜ͱͱಉٛͳͷ͕ͩ
     ● ׬੒ͨ͠ʂͬͯࢥͬͨઃܭɺͪΐͬͱ଴ͯʂϲ݄৸͔ͤΑ͏
     ● ͦͷϲ݄ޙʹ·ͨݟ௚͢ɺ୭͔ʹઆ໌ͯ͠ΈΔ ॏཁ
     
     ○ ͋Εɾɾɾʁ͜Εຊ౰ʹ͜ΕͰ͍͍Μ͚ͩͬɾɾɾʁ

     ͜Μͳ͜ͱ͋Μͳ͜ͱ΋༗Γಘͳ͍ɾɾɾʁ

     ͬͯͳΔ
     ● ͜ΕͰख़੒͕ਐΜͰ͞Βʹѱ͍Օॴ͕ᖰΓग़͞Εͯશମతʹྑ͘ͳΔɻ
     

     View Slide

129. ೗Կʹໝ૝͢Δ͔
     
     ● ͋ͱɺݩ΋ࢠ΋ͳ͍͜ͱΛݴ͏͕ɺ

     ࠓ·ͰΰϦΰϦʹΫϥ΢υͰੜ͖͖ͯͨਓ͔ࣾ͠಺ʹ͍ͳ͍ͳΒɺ

     ΦϯϓϨΛ஌͍ͬͯΔΠϯϑϥΤϯδχΞΛ࠾༻͠Α͏
     ● ͦ΋ͦ΋͋Δఔ౓ͷ஌ࣝ΍ࢮઢΛજΓൈ͚ͨܦݧ͕ͳ͍ͱɺ

     ໝ૝͠Α͏ʹ΋ໝ૝͖͠Εͳ͍
     

     View Slide

130. ݱ࣮ͱཧ૝ͷΪϟοϓΛຒΊΔ
     
     

     View Slide

131. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ͓༡ͼͷϋΠϒϦουΫϥ΢υ͸ָউ
     ● ͔͚ۚ͑͞Ε͹ਖ਼ৗܥͷϋΠϒϦου΋ָউ
     ● Ͱ΋঎༻ͱ͍͏఺ͰͷՄ༻ੑΛ࣋ͬͨϋΠϒϦουΫϥ΢υ͸೉͍͠
     

     View Slide

132. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ݱ࣮ͱཧ૝ͷઢҾ͖ΛͤʹΌͳΒΜ
     ● ϋΠϒϦουΫϥ΢υͷՄ༻ੑ͸ϚδͰίετʹ௚݁͢Δ
     ○ ๻ͨͪͷ࠷ڧͷϋΠϒϦουΫϥ΢υ͕Ͱ͖ͨͧʂ
     ○ ͦΕ͸͓٬༷ʹຊ౰ʹՁ஋Λ΋ͨΒͤΒΕΔϞϊͳͷʁ
     

     View Slide

133. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ͦͯ͠ޙ໭ΓͰ͖ͳ͍
     ● Ϋϥ΢υͳΒ͹ɺ͋ͱͰߏ੒Λݟ௚ͯ͠ίετ࡟ݮɾɾɾ͕Ͱ͖Δ͚Ͳɺ

     ෺ཧ͕བྷΉΦϯϓϨଆ͸ͦ͏΋͍͔ͳ͍
     ○ Ұ౓ಋೖͨ͠Βɺ೥͸ؒҧ͍ͳ͘ಉ͡΋ͷΛ࢖͍ଓ͚Δ͜ͱʹͳΔ
     ● ਺೥ؒɺͦͷແବͳίετΛ͔͚ͨಷॏͳߏ੒ʹ෇͖߹͍ଓ͚ͳ͚Ε͹ͳΒͳ͍
     

     View Slide

134. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● Ռͨͯͦ͠ͷϨϕϧͷՄ༻ੑ͸ͦΕ͚ͩͷ͓ۚΛ࢖ͬͯͰ΋ಘ͍ͨ΋ͷͳͷͩΖ͏͔ʁ
     ● ͍΍ࣗ෼ୡ͸ͦ͏͔΋͠Εͳ͍͚Ͳɺ

     ͓٬༷ʹͱͬͯͦͷՄ༻ੑ͸ຊ౰ʹՁ஋ʹܨ͕ΔͷͩΖ͏͔ʁتͿͷ͔ʁ
     

     View Slide

135. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     গ͠࿩Λ໭ͯ͠ɺ৽ߏ੒ͷϋΠϒϦουΫϥ΢υͷݸผͷ಺༰͔Βɺ

     ཧ૝ͱݱ࣮ΛݟͯΈ͍ͨ
     

     View Slide

136. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ϋΠϒϦουΫϥ΢υΛ࣮૷͢Δʹ౰ͨͬͯଞʹ΋બ୒ࢶ͸͋ͬͨ
     ● ͔͠͠ɺίϯηϓτʹরΒ͠߹Θͤͯߟ͑Δͱཁ݅Λຬͨ͞ͳ͍͜ͱ͕ଟ͍
     ○ ($1"OUIPT$MVTUFSTPOCBSFNFUBM
     ○ ઐ༻ઢ *OUFS$POOFDU
     
     ○ ดҬ໢
     ○ ֤ࣾͷϚΠΫϩαʔόʔ
     ○ Ϛϧνܦ࿏ͳઐ༻/8ػث
     ○ ˞͜ΕΒ͸Ұ෦ͷྫͰɺ࣮ࡍʹ͸΋ͬͱͨ͘͞Μͷબ୒ࢶͱऔࣺબ୒͕͋Γ·ͨ͠
     

     View Slide

137. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● "OUIPT$MVTUFSTPOCBSFNFUBMͷՄೳੑ
     ○ ΦϯϓϨଆͰϚωʔδυͳLTΛಈ͔ͯ͠($1͔Β؅ཧͰ͖Δ
     ○ ΊͪΌͪ͘ΌศརʂຊདྷͳΒ໘౗ͳΦϯϓϨଆͷLTΛϚωʔδυʹѻ͑Δ
     ● ෆ࠾༻ͷཧ༝
     ○ ཁٻεϖοΫ͕ߴ͘ɺͦΕΛຬͨͨ͢ΊͷػثΛങ͓͏ͱ͢Δͱίετ͕ਹΉ
     ○ ΦϯϓϨଆͰΰϦΰϦʹLTಈ͔͍ͨ͠΄ͲͷϫʔΫϩʔυ͸ͳ͍
     ○ ͦΜͳಷॏͳߏ੒ʹͨ͘͠ͳ͍
     

     View Slide

138. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● தن໛ʙେن໛ͳϋΠϒϦουߏ੒Λ΍ΔͳΒઐ༻ઢΛಋೖ͢΂͖
     ○ "84%JSFDU$POOFDU
     ○ ($1*OUFS$POOFDU
     ○ "[VSF&YQSFTT3PVUF
     ● ѹ౗తʹ଎ͯ҆͘ఆత
     ● ͦ͏͍͏ن໛ͷέʔεͳΒࣗ෼Ͱ΋ͦ͏͢Δ͠ɺաڈͦ͏ͨ͠
     ○ ͕ɺࠓճͷ༻్ʹ͸߹Θͳ͍
     

     View Slide

139. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ͔͠͠ɺͱʹ͔͘Πχγϟϧίετ΋ϥϯχϯάίετ΋͔͔Δ
     ○ ࠷௿Ͱ΋ֹ݄਺ສ͸֮ޛ͢΂͖
     ● ো֐΍਺ϲ݄ʹҰ౓ͷϝϯςφϯε͕͋ΔͷͰϚϧνΩϟϦΞͳઐ༻ઢΛಋೖΛ͢΂͖
     ○ ͱͳΔͱɺ͞Βʹϥϯχϯάίετ͸ഒ૿͢Δ
     ● ಋೖ·Ͱखؒ΋͔͔Δ͠ϦʔυλΠϜ΋ඞཁ
     ● ௡ʑӜʑʹ૿͍͑ͯ͘ݸʑͷ͓٬༷޲͚ʹ͜Ε΍Δͷʁʁʁʁ
     

     View Slide

140. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ϞόΠϧճઢดҬ໢Λ࢖͏έʔε
     ○ ಛʹԿ΋ߏ੒ͤͣͱ΋4*.ૠ͚ͩ͢Ͱ($1ͱϩʔΧϧ௨৴͕ՄೳʹͳΔ
     ○ 71/ͷ؅ཧϝϯςφϯείετΛ௿ݮՄೳ
     ○ ͓ͦΒ͘ɺࠓճͷΑ͏ͳଞڌ఺ɾෆಛఆଟ਺ͷϋΠϒϦουΫϥ΢υߏஙͰ΋ͳ͍
     ݶΓ͸ɺਖ਼௚ดҬ໢Λ࢖ͬͨํָ͕ͩͱࢥ͏
     

     View Slide

141. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ดҬ໢Λ࠾༻͠ͳ͔ͬͨཧ༝
     ○ ϥϯχϯάίετ͕ߴ͍
     ○ ϑϨΩγϏϦςΟ͕௿͍
     ■ ϕϯμʔ͕ઃఆ͍͔ͨͭ͘͠ͷΦϓγϣϯҎ֎ͷ͜ͱ͸Ͱ͖ͳ͍
     ○ εέʔϥϏϦςΟ͕௿͍
     ■ Կ͔͠ΒτϥϑΟοΫతʹݶքΛܴ͑ͯ΋ͳ͔ͳ্͔͛ΒΕͳ͍
     ○ ΞδϦςΟ͕௿͍
     ■ ௐୡ·ͰͷϦʔυλΠϜ͕௕͘ൃ஫͔͚͔ͯΒϲ݄͔͔ͬͯ͠·͏
     

     View Slide

142. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ઐ༻ઢ͕ѱ͍Θ͚͡Όͳ͍ดҬ໢͕ѱ͍Θ͚͡Όͳ͍
     ○ ؒҧ͍ͳ͘ߴ଎Ͱ҆ఆతͩ͠ɺҰ౓ಋೖͯ͠͠·͑͹ޙ͸ָ
     ○ ؅ཧ΍੹೚Λͪ͜ΒͰ࣋ͭඞཁ͕ͳ͍
     ○ ͓ۚ͑͞ग़ͤ͹ɺ౦੢৑௕΋ͯ͘͠ΕΔͷͰՄ༻ੑ΋Ҿ্͖͛ΒΕΔ
     ○ ͔͠͠ͳ͕ΒϞϊͷྑ͞ͱɺϏδωεͱরΒ͠߹Θ্ͤͨͰͷྑ͞͸ҟͳΔ
     ○ ࠓճͷέʔεͩͱ߹க͠ͳ͔͚ͬͨͩ
     

     View Slide

143. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ֤αʔόʔϕϯμʔ͔ΒϚΠΫϩαʔόʔͱ͍͏΋ͷ͕ϦϦʔε͞Ε͍ͯΔ
     ○ ສʙ͙Β͍ͷ҆͞Ͱ྆खαΠζ͙Β͍ͷখ͞ͳαʔόʔ͕खʹೖΔ
     ○ ίϯγϡʔϚʔ޲͚ͷ*OUFM/6$Λͻͱ·ΘΓେ͖ͨ͘͠ײ͡ͷ΍ͭ
     ● ͪ͜Βͷํ͕௵͕͠ޮ͘
     ○ ͕ɺࠓޙͷϏδωεల։Λߟ͑ͨ࣌ʹ࠷খߏ੒Ͱ͋ͬͯ΋ΦʔόʔεϖοΫ
     ○ ઈରతʹ͸͍͚҆ͲɺզʑͷϏδωεΛߟ͑ͨ࣌ʹ͸૬ରతʹߴ͍
     ○ ͓٬༷΁ͷՁ֨తૌٻྗΛऑΊͯ͠·͏
     

     View Slide

144. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ઐ༻/8ػثͷݕ౼΋౰વͯ͠Έͨ
     ○ $JTDPͰ͍͑͹$1-5&-"ͱ͔ͳΒ༗ઢ(C&΋-5&΋࢖͑Δ
     ○ ֤ࣾগͳ͔ΒͣࣅͨΑ͏ͳͷ͕͋Δ
     ● ࠷ॳʹݕ౼ͨ͠ͷ͕͜Εܥͩͬͨͷ͕ɺສ͕Ұͷ௵͕͠ޮ͔ͳ͍
     ○ ͦΓΌ*1TFDͷ)8Φϑϩʔυޮ͔ͤΔΑ͏ͳεϧʔϓοτ΍Β/"5ੑೳ΍Β͕

     ཉ͍͠ͳΒ͜͏͍͏ܥΛ࢖͏΂͖͕ͩࠓճ͸ͦ͜·ͰͷύϑΥʔϚϯε͸ෆཁ
     ○ ͩͱ͢Ε͹ɺ൚༻ੑ͕ߴ͍ํΛબͼ͔ͨͬͨ-JOVYͷ/8ػثԽ
     ● ௐୡϦʔυλΠϜ͕௕͘ͳΓ͕ͪ
     ○ ্ड़ͷ$1-5&-"ͩͱೲظ໿ϲ݄ɻɻɻ
     

     View Slide

145. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ΤϯδχΞͳΒΑΓྑ͍΋ͷΛʂΑΓύϑΥʔϚϯε͕ग़Δ΋ͷΛʂͱͳΓ͕ͪ
     ● ͔͠͠ɺӦརاۀͱͯ͠ϓϩμΫτΛఏڙ͢ΔҎ্ɺ

     ϏδωεΛߟ͑ͨઃܭ΍։ൃΛ͠ͳ͚Ε͹ͳΒͳ͍
     ● ͦ͏ͳͬͨ࣌ʹલड़ͷαʔόʔ΍"OUIPT΍ઐ༻ઢ΍ดҬ໢͸߹Θͳ͔ͬͨ
     ○ ͲΕ΋Ϟϊͱͯ͠ѱ͍Θ͚͡Όͳ͍
     ○ ୯ʹࠓճͷཁ݅΍༻్ʹ߹Θͳ͍͚ͩ
     

     View Slide

146. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     
     ● ϏδωεϥΠϯΛݟޡͬͨ݁ՌͷΞʔΩςΫνϟ͔Β͘ΔίετΞοϓΛ

     ͓٬༷ʹసՇ͢Δͷ͸ؒҧ͍ͬͯΔɺͱஅݴ͍ͨ͠
     ○ ࣗݾຬΛԡ͠෇͚Δͳ͍ͬͯ͏͜ͱ
     ○ ΋ͪΖΜ͔ͩΒͱݴͬͯ਎મΛ੾ͬͯ҆͘ૣ͘ఏڙ͢Δɾɾɾͱ͍͏ͷ΋ҧ͏
     ● ࠷ڧ͕࠷ળͱ͸ݶΒͳ͍
     

     View Slide

147. ཧ૝ͱݱ࣮ͷΪϟοϓΛຒΊΔ
     ఏڙϓϥϯͱ͓٬༷ࣗ਎ͷબ୒Ͱ͖Δࣗ༝Λ
     
     ● )JHI"WBJMBCJMMJUZϓϥϯ೥ؒ਺෼΋ࢭΊͨ͘ͳ͍͓٬༷޲͚
     ○ ׬શͳϚϧνϦʔδϣϯߏ੒ʹΑΔ)JHI"WBJMBCJMMJUZͳ؀ڥ
     ● 3FHVMBSϓϥϯ೥ؒ਺े෼͙Β͍ͷμ΢ϯλΠϜͳΒڐ༰Ͱ͖Δ͓٬༷޲͚
     ○ ໓ଟʹϠό͍͜ͱ͸ى͖ͳ͍ΑͶ͍ͬͯ͏͜ͱͰϦʔδϣφϧߏ੒͕લఏ
     ͓٬༷ͷࣄ৘ʹԠ͍ͯ҆͡ϓϥϯͰ΋ߴ͍ϓϥϯͰ΋બ୒Ͱ͖ΔΑ͏ʹ
     

     View Slide

148. ͓఻͍͑ͨ͜͠ͱ
     
     ● ϋΠϒϦουΫϥ΢υʹ͸ໝ૝ྗ͕ඞཁෆՄܽ
     ● ৸Α͏৸͔ͤΑ͏
     ● ࠷ڧ͸࠷ળͰ͸ͳ͍
     ಄ͷย۱ʹͰ΋ஔ͍͓͍͍͚ͯͯͨͩΔͱɺݱ࣮తͳϋΠϒϦουΫϥ΢υઃܭ͕Ͱ͖Δɾɾɾ͔΋ɻ
     

     View Slide

149. 
     ͓ΘΓ
     

     View Slide