delyにおける安定性とアジリティ両立に向けたアプローチ / SRE NEXT 2020

https://tech.dely.jp/entry/sre-next-2020

Transcript

1. 43&/&95
   
   TSFOFYU
   TSFOFYU$
   Ҫ্ਸ࢚!HPNFTVJU
   

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2. 
   ࣗݾ঺հ
   w ܦྺ
   w ৽ଔͰ4*FSʹೖࣾ
   w 8ܥاۀͰج൫։ൃ
   w 8ܥϕϯνϟʔͰΠϯϑϥΤϯδχΞ
   w EFMZגࣜձࣾ
   w 43&ͱͯ͠ೖࣾ
   w ։ൃ෦νʔϜ.(3
   w ։ൃ෦(.
   
   Ҫ্ਸ࢚
   !HPNFTVJU
   

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3. 
   ΫϥγϧΛӡӦ͢ΔEFMZͰ͸
   ৯ͱ฻Β͠ʹؔΘΔ՝୊Λղܾ͍ͯ͠·͢
   
   

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5. 
   ৯ͱ฻Β͠ʹؔΘΔ՝୊ͱ͸
   
   

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6. 
   ࠓ೔࿩͢͜ͱ
   w43&ͷଘࡏҙٛͷ੔ཧ
   wϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʹ͢΂͖͜ͱ
   wEFMZʹ͓͚Δ۩ମతͳΞϓϩʔν
   
   

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7. 
   43&͸৴པੑΛߴΊΔͨΊʹଘࡏ͍ͯ͠Δ
   
   

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8. 
   ൒෼:FT͚ͩͲ൒෼/P
   
   

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9. 
   ͳͥ൒෼/Pͳͷ͔
   
   

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10. 
    43&͕ొ৔ͨ͠എܠ
    
    

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11. 
    چདྷͷαʔϏεӡ༻
    w"84΍($1ͳͲͷ*BB4΍1BB4͕ଘࡏ͠ͳ͍࣌୅ʹ͓͍ͯɺγεςϜ؅ཧऀʹ
    ͓͚Δۀ຿ͷ΄ͱΜͲ͕طଘιϑτ΢ΣΞͷ׆༻ͩͬͨ
    wαʔϏεͷӡ༻ۀ຿ͱιϑτ΢ΣΞͷ։ൃۀ຿͸ผͷεΩϧηοτ͕ඞཁͩͬͨ
    wαʔϏεͷ੒௕ʹ൐ͬͯӡ༻ۀ຿ͷ࡞ۀ͕૿͑ΔͨΊɺӡ༻ͷνʔϜԽ͕ඞཁʹ
    ͳΓɺਓһௐୡͷ؍఺͔Β΋΄ͱΜͲͷاۀͰ։ൃͱӡ༻ͷ૊৫͕෼཭͞Εͨ
    
    

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12. 
    ։ൃʗӡ༻ͷ૊৫෼཭
    
    

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13. 
    ։ൃʗӡ༻ͷ૊৫෼཭ʹ͸
    ਓһௐୡͷ໘ͰϝϦοτ͕͋Δ͕ɺ
    ͦͷଞͷ໘Ͱେ͖ͳσϝϦοτ͕͋Δ
    
    

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14. 
    ௚઀తίετͱؒ઀తίετ
    
    

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15. 
    ௚઀తͳίετ
    wӡ༻૊৫ʹιϑτ΢ΣΞΤϯδχΞϦϯάͷεΩϧ͕ͳ͍͜ͱ͕ଟ͘ɺӡ༻ۀ຿
    ͷ΄ͱΜͲ͕ख࡞ۀʹͳΔͨΊɺαʔϏε੒௕ʹ൐ͬͯνʔϜ΋େ͖͍͔ͯ͘͠
    ͟ΔΛ͑ͳ͍
    
    

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16. 
    ؒ઀తͳίετ
    w໨ඪͷҧ͍ʹΑΔ։ൃʗӡ༻ͷରཱߏ଄
    w։ൃʹ৽͍͠ػೳΛૣ͘ϦϦʔε͍ͨ͠
    wӡ༻ʹαʔϏεʹ໰୊͕ى͖ͳ͍Α͏ʹ͍ͨ͠
    
    

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17. 
    ։ൃʗӡ༻ͷରཱߏ଄͕ੜΉ໰୊
    w։ൃ଎౓ͱ҆ఆੑͷόϥϯεΛऔΔ͜ͱ͕೉͘͠ͳΓɺ݁ՌతʹػೳΛϦϦʔε
    ͢Δ଎౓͕མͪΔ
    
    

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18. 
    ૊৫෼཭ͷσϝϦοτʹରͯ͠
    (PPHMF͕ͱͬͨΞϓϩʔν
    ʹ43&
    
    

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19. ௚઀తͳίετ ؒ઀తͳίετ
    wӡ༻࡞ۀͷࣗಈԽ
    wτΠϧͷఆ͚ٛͮͱ࡟ݮ
    wϧʔϧ
    wϙετϞʔςϜ
    w4-0
    wΤϥʔόδΣοτ
    wϓϩμΫγϣϯϛʔςΟϯά
    w։ൃʗ43&νʔϜؒͷҟಈ
    43&ʹΑΔΞϓϩʔν
    

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20. ௚઀తͳίετ ؒ઀తͳίετ
    wӡ༻࡞ۀͷࣗಈԽ
    wτΠϧͷఆ͚ٛͮͱ࡟ݮ
    wϧʔϧ
    wϙετϞʔςϜ
    w4-0
    wΤϥʔόδΣοτ
    wϓϩμΫγϣϯϛʔςΟϯά
    w։ൃʗ43&νʔϜؒͷҟಈ
    43&ʹΑΔΞϓϩʔν
    

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21. ૊৫ؒͷରཱߏ଄
    ։ൃ଎౓ͱ҆ఆੑͷόϥϯεͷ่Ε
    ػೳͷϦϦʔε଎౓ ҆ఆੑ
    ໨ඪͷҧ͍
    ϓϩμΫτ։ൃ଎౓ͷ௿Լ
    

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22. 
    ʮ։ൃʗӡ༻ʯ͕ʮ։ൃʗ43&ʯʹͳ͔ͬͨ
    Βͱ͍ͬͯରཱߏ଄͕ղফ͢ΔΘ͚Ͱ͸ͳ͍
    
    

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23. 
    Ͳ͏΍ͬͯରཱߏ଄Λղফ͢Δͷ͔
    
    

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24. 
    ։ൃ଎౓ʗ҆ఆੑͷόϥϯε
    ͷίϯτϩʔϧ
    
    

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25. 
    ։ൃ଎౓ʗ҆ఆੑͷόϥϯεͷ۩ମྫ
    wιϑτ΢ΣΞͷো֐ΛͲ͜·Ͱڐ༰͢Δ͔
    wςετΛͲ͜·Ͱॻ͔͘
    wϦϦʔεͷස౓͸Ͳ͏͢Δ͔
    
    

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26. 
    ։ൃ଎౓ʗ҆ఆੑͷόϥϯε͸୭͕औΔͷ͔
    wϓϩμΫτϚωʔδϟʁ
    w։ൃνʔϜͷϦʔμʔʁ
    w43&νʔϜͷϦʔμʔʁ
    
    

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27. 
    ٬؍తͳσʔλ͕ͳ͍ݶΓʮަবྗͷ͋Δਓʯ΍
    ʮཱ৔ͷ͋ΔਓʯͷҰ੠Ͱ࠷ޙ͸ܾ·ͬͯ͠·͏
    
    

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28. 
    ʮ୭͔ͷײ֮ʯ͕όϥϯεΛऔ͍ͬͯ
    ΔݶΓରཱߏ଄͸ղফ͠ͳ͍
    
    

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29. 
    ։ൃ଎౓ʗ҆ఆੑͷόϥϯεΛ
    ίϯτϩʔϧ͢ΔͨΊͷ
    43&ͷΞϓϩʔνʹΤϥʔόδΣοτ
    
    

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30. 
    ΤϥʔόδΣοτͷ࢓૊Έ
    wαʔϏεʹ͍ͭͯҰఆظؒ಺ʹڐ༰Ͱ͖Δো֐ͷϨϕϧΛܾΊΔ
    w஋͸4-0ʹج͍ͮͯࢉग़͢Δʢ͋ΔαʔϏεͷ4-0͕ͳΒʣ
    wΤϥʔόδΣοτ͕·ͩ࢒͍ͬͯΔঢ়ଶͰ͋Ε͹ɺ։ൃνʔϜ͸৽͍͠ػೳΛϦ
    ϦʔεͰ͖Δ
    wΤϥʔόδΣοτ͕ͳ͘ͳͬͨΒɺ༨༟͕Ͱ͖Δ͔Ϧηοτ͞ΕΔ·ͰϦϦʔε
    ͸Ͱ͖ͳ͘ͳΔ
    
    

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31. 
    ٬؍తϝτϦΫεʹΑͬͯ։ൃ଎౓ʗ҆ఆੑͷό
    ϥϯεΛऔΓɺػೳͷϦϦʔε଎౓Λ࠷େԽ͢Δ
    
    ɹlΤϥʔόδΣοτͷར༻͸ɺ։ൃͱ43&ͱͷؒͷಈػ෇͚ͷߏ଄తͳڝ߹Λղܾ͠·͢ɻ43&ͷ໨ඪ
    ͸ɺ΋͸΍ʮαʔϏεো֐Λθϩʹ͢Δ͜ͱʯͰ͸ͳ͘ͳΓ·͢ɻ43&ͱϓϩμΫτ։ൃऀ͸ɺػೳͷ
    ϦϦʔε଎౓Λ࠷େԽ͢ΔͨΊʹΤϥʔόδΣοτΛ࢖͏͜ͱΛ໨ඪʹ͠·͢ɻz
    43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    αʔϏεͷ4-0ΛԼճΔ͜ͱͳ͘ɺมߋͷ଎౓ͷ࠷େԽΛ௥ٻ͢Δ
    

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32. ૊৫ؒͷରཱߏ଄
    ։ൃ଎౓ͱ҆ఆੑͷόϥϯεͷ่Ε
    ػೳͷϦϦʔε଎౓ ҆ఆੑ
    ໨ඪͷҧ͍
    ϓϩμΫτ։ൃ଎౓ͷ௿Լ
    

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33. ΤϥʔόδΣοτʹΑΔ໨ඪͷ౷Ұ
    ։ൃ଎౓ͱ҆ఆੑͷίϯτϩʔϧ
    ػೳͷϦϦʔε଎౓ ҆ఆੑ
    ϓϩμΫτ։ൃ଎౓ͷ࠷େԽ
    

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34. 
    ࿩ΛҰ୴໭͠·͢
    
    

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35. 
    43&͸৴པੑΛߴΊΔͨΊʹଘࡏ͍ͯ͠Δ
    ൒෼:FT͚ͩͲ൒෼/P
    
    

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36. 
    ͳͥ൒෼/Pͳͷ͔
    
    

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37. 
    43&͸ϓϩμΫτ։ൃͷ଎౓Λ
    ҆શʹߴΊΔͨΊʹଘࡏ͍ͯ͠Δ
    ʮ৴པੑΛߴΊΔ͜ͱʯ΋·ͨखஈͷ̍ͭʹ౰ͨΔ
    
    

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38. 
    ΤϥʔόδΣοτʹ࿩Λ໭͠·͢
    
    

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39. 
    ΤϥʔόδΣοτಋೖͷ೉қ౓͸ߴ͍
    wʮ࢒Γͷظؒ͸ϦϦʔεΛࢭΊΔʯ
    wӡ༻͍ͯ͠ΔαʔϏεͷϏδωεϞσϧʹΑͬͯ͸͔ͳΓݫ͍͠
    
    ɹlαʔϏε؅ཧʹର͢Δ43&νʔϜͷͱ΋͢Ε͹఻౷తͰͳ͍Ξϓϩʔνʹ͸ɺϚωʔδϝϯτ૚͔Β
    ͷڧྗͳαϙʔτ͕ඞཁʹͳΓ·͢ɻྫ͑͹ɺΤϥʔόδΣοτͷফඅঢ়گΑ࢛ͬͯ൒ظͷ࢒Γͷظؒ
    ͸ϦϦʔεΛࢭΊΔͱ͍͏൑அ͸ɺ؅ཧ૚͕ཁٻ͠ͳ͍ݶΓϓϩμΫτ։ൃνʔϜʹ͸ड͚ೖΕΒΕͳ
    ͍Ͱ͠ΐ͏ɻz
    43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    αʔϏε؅ཧ΁ͷ(PPHMFͷΞϓϩʔναΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    

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40. 
    ΤϥʔόδΣοτͷಋೖҎ֎ʹ
    ʮϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔʯ
    ͨΊͷखஈ͸ͳ͍ͷ͔
    
    

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41. 
    ͦ΋ͦ΋Ͳ͏͍ͬͨͱ͖ʹ
    ։ൃ଎౓͕མͪɺ
    ҆ఆੑ͕Լ͕Δͷ͔
    
    

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42. 
    ૝ఆ֎ͷෳࡶ͞
    
    

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43. 
    ૝ఆ֎ͷෳࡶ͞ͷ۩ମྫ
    w੹೚ൣғ͕෼཭͞Ε͍ͯͳ͍Ϋϥε΍"1*
    wϝϯςφϯεͷࢭ·ͬͨϥΠϒϥϦͷར༻
    wख࡞ۀʢίϚϯυʣͰߏங͞Εͨαʔό
    wෳ਺ͷมߋ͕·ͱ·ͬͨϦϦʔε
    
    

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44. 
    ։ൃ଎౓΋҆ఆੑ΋
    ʮ૝ఆ֎ͷෳࡶ͞ʯʹӨڹΛड͚Δ
    
    

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45. 
    ૝ఆ֎ͷෳࡶ͞ΛऔΓআ͚͹
    wো֐ൃੜ࣌ʹ෮چͤ͞΍͘͢ͳΔ
    w໰୊ͷൃݟɾमਖ਼·Ͱͷ͕࣌ؒ୹͘ͳΔ
    wΞϓϦέʔγϣϯ΋Πϯϑϥ΋มߋ͠΍͘͢ͳΔ
    w৽͍͠ϝϯόʔ͕ϫʔΫ͢Δ·Ͱͷ͕࣌ؒ୹͘ͳΔ
    
    

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46. 
    ૝ఆ֎ͷෳࡶ͞Λ࠷খݶʹ͢ΔͨΊʹ43&͸ԿΛ͢΂͖͔
    
    ɹl૝ఆ֎ͷෳࡶ͞Λ࠷খݶʹ͢ΔͨΊʹɺ43&νʔϜ͕࣮ࢪ͢΂͖͜ͱΛҎԼʹࣔ͠·͢ɻ
    ɹɹɾड͚͍࣋ͬͯΔγεςϜʹ૝ఆ֎ͷෳࡶ͕͞ੜ͍ͯͨ͡Βࠩ͠໭͢ɻ
    ɹɹɾؔΘ͍ͬͯΔγεςϜ΍ɺӡ༻Λड͚࣋ͭ͜ͱʹͳΔγεςϜ͔Βෳࡶ͞ΛऔΓআ͘౒ྗΛܧଓ
    తʹߦ͏ɻz
    43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    ୀ۶ͷඒಙ
    

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47. 
    ૝ఆ֎ͷෳࡶ͞ΛݮΒ͠ɺ୯७͞Λ௥ٻ͢Δ͜
    ͱ͕։ൃ଎౓ͱ҆ఆੑͷ྆ํͷ޲্ʹͭͳ͕Δ
    
    

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48. 
    ͜͜·Ͱ͕ཧ࿦ͷ࿩Ͱ͢
    
    

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49. 
    ͔͜͜ΒEFMZͰͷ࣮ફͷ࿩Ͱ͢
    
    

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50. 
    αʔϏεن໛ͷਪҠ
    
    

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51. 
    EFMZ։ൃϝϯόʔ਺ͷਪҠ
    
    ೥ ೥ ೥ ೥ ೥
    ΫϥγϧϦϦʔε
    

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52. 
    αʔόαΠυΤϯδχΞͷਓ਺ͷਪҠ
    
    ೥ ೥ ೥ ೥ ೥
    ΫϥγϧϦϦʔε
    ݱ71P1Ԟݪೖࣾ
    $50େ஛̍ਓ։ൃ
    

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53. 
    43&ͷਓ਺ͷਪҠ
    
    ೥ ೥ ೥ ೥ ೥
    ΫϥγϧϦϦʔε
    ࣗ෼ͷೖࣾ
    

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54. IUUQTOPUFDPNPUBLF@NBTBUPOOEDGGGC
    

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55. IUUQTXXXGBTUHSPXKQBSUJDMFTEFMZPLVIBSB
    'BTU(SPXࣗΒͷl$"/zʹऩ·Βͣɺ૝૾Λ௒͑ΔࢪࡦΛఏҊͤΑɻEFMZԞݪ୓໵ʹฉ͘ɺ1E.ͷཁఘ
    

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56. 
    ए͍ϝϯόʔ͕ੌ͍੎͍Ͱ࡞͖ͬͯͨ
    
    

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57. IUUQTOPUFDPNPUBLF@NBTBUPOOEDGGGC
    

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58. 
    ๊͍͑ͯͨʢΔʣ՝୊
    wϦϑΝΫλϦϯάͷ͕࣌ؒऔΕͳ
    ͍໰୊
    w࢑ఆରԠʹΑΔෳࡶͳίʔυ
    wଐਓతͳӡ༻
    wυΩϡϝϯτͷෆ଍
    wςετίʔυͷෆ଍
    wෆ׬શͳݕূ؀ڥ
    
    wίʔυԽ͞Ε͍ͯͳ͍Πϯϑϥ
    w؅ཧػೳͷύϑΥʔϚϯε໰୊
    w࢖ΘΕ͍ͯΔ͔෼͔Βͳ͍؅ཧػೳ
    wݴޠɺϑϨʔϜϫʔΫɺϥΠϒϥϦ
    ΞοϓάϨʔυ໰୊
    wϛυϧ΢ΣΞόʔδϣϯΞοϓ໰୊
    

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59. 
    ࠓ·Ͱͷબ୒͕
    ܾͯ͠ѱ͔ͬͨΘ͚Ͱ͸ͳ͍
    
    

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60. 
    ϑΣʔζ͕มΘΕ͹՝୊΋มΘΔ
    
    

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61. 
    ࿩͠߹͏΂͖ͳͷ͸
    ʮ͜Ε͔ΒͲ͏͍͔ͯ͘͠ʯ
    
    

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62. 
    ԿΛ΍͍ͬͯΔͷ͔
    
    

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63. 
    ʮ૝ఆ֎ͷෳࡶ͞ʯΛݮΒ͠
    ͜ΕҎ্૿΍͞ͳ͍ͨΊͷจԽͮ͘Γ
    
    

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64. 
    ૝ఆ֎ͷෳࡶ͞ΛݮΒͨ͢Ίʹ͸ʁ
    wԿ͕ෳࡶͳͷ͔Λೝࣝ͢Δɺڞ༗͢Δ͜ͱʹΑΓՄࢹԽ͢Δ
    wෳࡶͳ΋ͷΛݮΒ͢
    wෳࡶͳ΋ͷΛ৽ͨʹͭ͘Βͳ͍࢓૊Έͮ͘Γ
    
    

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65. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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66. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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67. 
    վળ.5(ͷ࣮ࢪ
    wݸʑͰ՝୊΍໰୊ͩͱײ͍ͯ͡Δ͜ͱΛ
    ໌֬ʹͯ͠ࢀՃऀʹڞ༗
    wαʔόαΠυΤϯδχΞɺϑϩϯτΤϯ
    υΤϯδχΞɺ43&ͷϝϯόʔ͕ࢀՃ
    wຖि࣮ࢪ
    wٞ୊΍໰୊ͷղܾࡦΛࢀՃऀ಺Ͱٞ࿦
    
    

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68. 
    վળ.5(ͷઃܭ
    
    

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69. 
    ٞ୊ͷ؅ཧ
    
    

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70. 
    υΩϡϝϯτԽ͢Δ͜ͱͰՄࢹԽ
    
    

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71. IUUQTUFDIEFMZKQFOUSZ
    

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72. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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73. 
    ՝୊ચ͍ग़͠ձ
    wվળ.5(ʹ͓͍ͯ՝୊ΛఏҊ͢Δ
    ਓ͕ภΔͱ͍͏՝୊͕͋ͬͨͷͰ࣮
    ࢪ
    w՝୊ͷՄࢹԽΛଅਐ
    
    

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74. 
    ର৅ͱ͢Δٕज़෼໺Λચ͍ग़͢
    
    

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75. 
    ͓ޓ͍ͷճ౴͕ݟ͑ͳ͍Α͏ʹ
    ͦΕͧΕ՝୊ײΛճ౴
    
    

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76. 
    ϝϯόʔؒͰײ͕֮ͣΕ͍ͯΔՕॴʹ͍ͭͯٞ࿦
    
    

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77. 
    هԱͷ৽͍͠͏ͪʹ՝୊ͷొ࿥
    
    

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78. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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79. 
    ϦϑΝΫλϦϯάܭը
    wՄࢹԽ͞Εͨ՝୊ʹ͍ͨͯ͠༏ઌॱҐͱ୲౰ΛܾΊ࣮ͯࡍʹղফ͍ͯ͘͠
    
    

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80. 
    ՝୊ͷҰཡԽ
    
    

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81. 
    ༏ઌॱҐ෇͚
    
    

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82. 
    ୲౰ܾΊ
    
    

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83. IUUQTUFDIEFMZKQFOUSZ
    

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84. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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85. 
    ઃܭϨϏϡʔձͷ࣮ࢪͱ43&ͷࢀՃ
    w43&νʔϜ΁ͷઃܭͷڞ༗ͷλΠϛϯά
    ͕ᐆດͩͬͨ΋ͷΛ໌֬ʹͨ͠
    wίʔυΛॻ͘લͷઃܭஈ֊Ͱ43&ͷࢹ఺
    ͰͷϨϏϡʔ͕Մೳʹ
    w૝ఆ֎ͷෳࡶ͞Λະવʹ๷͙
    
    

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86. 
    ઃܭϨϏϡʔձͷ࣮ࢪͱ43&ͷࢀՃ
    wίʔυΛॻ͘લʹશһͰపఈతʹٞ࿦Λ͢ΔจԽʹ
    
    

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87. ݮΒ͢ ૿΍͞ͳ͍
    wվળ.5(
    w՝୊ચ͍ग़͠ձ
    wઃܭϨϏϡʔ
    w։ൃΨΠυϥΠϯͷ࡞੒
    wݕূ؀ڥͷ੔උ
    ۩ମతΞϓϩʔν
    wϦϑΝΫλϦ
    ϯάܭը
    ՄࢹԽ ղফ
    

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88. 
    ໨తͱखஈͷՄࢹԽ
    
    

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89. 
    ໨తͱखஈͷՄࢹԽ
    wखஈ͕໨తԽ͢Δ͜ͱΛ๷͙
    wʮ΍ͬͨ΄͏͕ྑ͍ʯ͜ͱΛख౰
    Γ࣍ୈʹ΍ͬͯ͠·͏͜ͱΛ๷͙
    wࠓ΍͍ͬͯΔλεΫͷ໨తΛৗʹҙ
    ࣝ͢Δ
    
    

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90. View Slide

91. View Slide

92. View Slide

93. 
    ਱ߦ͍ͯ͠ΔλεΫͷ໨తΛৗʹҙࣝ͢Δ
    
    

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94. 
    ࠓ೔࿩ͨ͜͠ͱ·ͱΊ
    w43&͸ʮϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʯʹଘࡏ͍ͯ͠Δ
    wϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʹ͸୯७͞Λ௥ٻ͍ͯ͘͜͠ͱ͕ඞཁ
    Ͱ͋Δͱ͍͏͜ͱ
    wEFMZʹ͓͚ΔจԽͮ͘Γͷ۩ମతͳΞϓϩʔν
    
    

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95. View Slide