事業と歩むAmebaシステム刷新の道 / the-road-to-ameba-system-renovation-cadc

登壇動画：https://www.youtube.com/watch?v=02g1VMPEvAY

Transcript

1. ʲ8*1ʳ"NFCBγεςϜ࡮৽ʹ͍ͭͯ
2. ؠӬ
   ᠳ &OHJOFFS
   
   "NFCB
   ٕज़੹೚ऀ ,",&36
   *8"/"(" ̎೥ͪΐͬͱલ͔Β"NFCBͷٕज़੹೚ऀͯ͠·͢
   8FCٕज़ͱ43&ք۾ͷ࿩୊͕޷͖Ͱ͢
   ޷͖ͳ͍ͨম͖ͷຯ͸܀͖ΜͱΜͰ͢
3. CHAPTER1 "NFCBͷྺ࢙
   CHAPTER2 ࡮৽ϓϩδΣΫτ্ཱͪ͛
   1IBTF
   
   7JTJPO.JTTJPOࡦఆ
   1IBTF
   
   ϓϩδΣΫτԽ
   1IBTF
   
   ࣮ݱՄೳੑͷਫ਼౓্͛
   CHAPTER3 ࡮৽શମͷาΈ
   CHAPTER4 ·ͱΊ
   Contents
4. "NFCBͷྺ࢙ CHAPTER 1 History
5. "NFCB͸ϒϩάΛத৺ͱͨ͠
   ϝσΟΞϓϥοτϑΥʔϜ
6. 17೥ͷྺ࢙ʹΑΔ༷ʑͳมԽ Ξϝʔόϒϩά஀ੜ 2015 ϩΰϦχϡʔΞϧ 2020 16प೥ Ameba Pigg஀ੜ εϚϗγϑτ 2004 2009 2011 2015 2020
7. ग़యɿIUUQTTQFBLFSEFDLDPNDZCFSBHFOU@SFDSVJUDZQJUDI TMJEF ϝσΟΞࣄۀ΁ͷ౤ࢿͷྺ࢙
   ̎ճ෼
8. ੒ख़ظ͔Β࠶ੜظ΁
9. ଞαʔϏεͷ୆಄
10. ͞Βʹྺ࢙ͷ௕͔͞ΒϓϩμΫτʹ͓͍ͯ΋ ݹ͍ػೳ΍γεςϜ͕ଟ͘࢒͓ͬͯΓɺ େ͖ͳෛ࠴΋๊͍͑ͯͨɻ ࠔΔϯΰ
11. ՝୊Λ΋͏গ͠ਂ΅Δ
12. ՝୊ͷਂງΓ ࣄۀͷܧଓͱͱ΋ʹංେԽͨ͠γεςϜ ΞΧ΢ϯτ਺ 200+ VM਺ 6000+ ϦϙδτϦ਺ 800+
13. ՝୊ͷਂງΓ ੒௕ظͱൺֱͯ͠ॖখͨ͠૊৫ • ʮେਓ਺Ͱͱʹ͔͘৽ن։ൃͷ࣌୅ʯ͔Βɺ ʮϓϩμΫτΛগ਺ਫ਼ӶͰຏ্͖͛Δ࣌୅ʯ΁ • ͩͨ͠ɺੵΈॏͶ͖ͯͨ๲େͳγεςϜͷอक΋ܧଓ
14. ՝୊ͷਂງΓ ٕज़બఆͷ൥ࡶ͞ʹΑΔೝ஌ෛՙ
15. ՝୊ͷਂງΓ ࣄۀมભʹΑΔೝ஌ෛՙ
16. ࢢ৔ͷมԽɺαʔϏε΍૊৫ͷมԽʹ߹Θͤͯ
    ࢢ৔͕ٻΊΔεϐʔυͰɺૉૣ͘։ൃͰ͖Δ૊৫΁
    γεςϜ΋มԽ͢Δඞཁ͕͋Δ
17. ࡮৽ϓϩδΣΫτ্ཱͪ͛ CHAPTER 2 How
18. Vision "NFCBͷ7JTJPO͔Β
    ٕज़ઓུͰୡ੒͢Δঢ়ଶ໨ඪͱ
    ۩ମϓϩδΣΫτ΁ͱམͱ͍ͯ͘͠
19. Vision
20. γεςϜͰୡ੒͢Δঢ়ଶ໨ඪ ࣄۀ੹೚ऀ ΤϯδχΞ੹೚ऀͨͪ "NFCB͕͜ͷઌɺ
    ೥։ൃΛؾ࣋ͪΑ͘εϜʔζʹଓ͚ΒΕΔঢ়ଶ PM
21. ঢ়ଶ໨ඪͷͨΊͷɺ੒ཱ৚݅Λચ͍ग़͢ϫʔΫ
22. ੒ཱ৚݅ͷ੔ཧ > ͜ΕΒΛ̏࣠ΛMissionͱͯ͠࡮৽Project͕ಈ͖ग़͢͜ͱʹ "NFCB͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨ
    αʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺ
    ࣄۀ൑அͷ࿮ʹ͋͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ "NFCBͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹ
    γεςϜΛ࠶ߏஙͰ͖͍ͯΔ
23. ੒ཱ৚݅ͷ੔ཧ > ͜ΕΒΛ̏࣠ΛMissionͱͯ͠࡮৽Project͕ಈ͖ग़͢͜ͱʹ "NFCB͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨ
    αʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺ
    ࣄۀ൑அͷ࿮ʹ͋͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ "NFCBͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹ
    γεςϜΛ࠶ߏஙͰ͖͍ͯΔ
24. ACTION ͦΕͧΕͷ.JTTJPOʹର͠
    ͲͷΑ͏ʹΞϓϩʔνΛ͍͔ͯ͘͠
25. "NFCB͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨ
    αʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ .JTTJPO
    
26. Mission > Ameba͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨαʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ > ՝୊ ࣄۀͷܧଓͱͱ΋ʹංେԽͨ͠γεςϜ ΞΧ΢ϯτ਺ 200+ VM਺ 6000+ ϦϙδτϦ਺ 800+
27. ੒௕ظͱൺֱͯ͠ॖখͨ͠૊৫ • ʮେਓ਺Ͱͱʹ͔͘৽ن։ൃͷ࣌୅ʯ͔Βɺ ʮϓϩμΫτΛগ਺ਫ਼ӶͰຏ্͖͛Δ࣌୅ʯ΁ • ͩͨ͠ɺੵΈॏͶ͖ͯͨ๲େͳγεςϜͷอक΋ܧଓ Mission > Ameba͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨαʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ > ՝୊
28. ࣄۀมભʹΑΔೝ஌ෛՙ Mission > Ameba͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨαʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ > ՝୊
29. Mission > Ameba͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨαʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ > ϫʔΫ
30. Mission > Ameba͕ఏڙ͍ͨ͠Ձ஋ʹԊͬͨαʔϏεͱγεςϜαΠζʹͳ͍ͬͯΔ > Ͳ͏࣮ߦ͢Δ ՝୊
    w ࠓޙ"NFCB͕ఏڙ͍ͨ͠Ձ஋ͱ 
 ɹɹɹγεςϜͰఏڙ͍ͯ͠ΔՁ஋͕ζϨ͍ͯΔ
    w ͦΕͧΕͷੈքઢͰಉҰػೳ͕ଟ਺ଘࡏ͠ 
 ɹɹɹγεςϜ։ൃ࣌ͷೝ஌ෛՙʹͳ͍ͬͯΔ ࣮ߦͷΞϓϩʔν
    w εϚʔτϑΥϯϓϥοτϑΥʔϜػೳͷఫഇ
    w γεςϜج൫
    w ೝূೝՄͷ࢓૊ΈΛҰݩԽ
    w *%ମܥͷ౷߹
    w ॏෳγεςϜͷ౷ഇ߹
31. "NFCBͱͯ͠
    ౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹ
    γεςϜΛ࠶ߏஙͰ͖͍ͯΔ .JTTJPO
    
32. ٕज़બఆͷ൥ࡶ͞ʹΑΔೝ஌ෛՙ Mission > Amebaͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹγεςϜΛ࠶ߏஙͰ͖͍ͯΔ > ՝୊
33. ར༻͢Δٕज़Λ੍ݶ Mission > Amebaͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹγεςϜΛ࠶ߏஙͰ͖͍ͯΔ > Ξϓϩʔν
34. Mission > Amebaͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹγεςϜΛ࠶ߏஙͰ͖͍ͯΔ > Ξϓϩʔν ։ൃϑϩʔͷ౷߹ Development Delivery Operation Project Template Project Template CI Terraform AWS
35. Mission > Amebaͱͯ͠౷߹͞ΕͨΞʔΩςΫνϟΛ࣠ʹγεςϜΛ࠶ߏஙͰ͖͍ͯΔ ࣮ߦͷΞϓϩʔν
    w Πϯϑϥ૚Λ"84্ʹ౷߹
    
    "NFCB1MBUGPSN
    w ٕज़બఆΛ੍͋͑ͯݶͭͭ͠ɺ։ൃϑϩʔΛڞ௨Խ
    w طଘγεςϜΛ(PͰ࠶࣮૷ͯ͠Ҡߦ
    w ҠߦෛՙΛݮΒͨ͢Ίͷڞ௨ϥΠϒϥϦ΍਽ܗΛఏڙ
    w ༏ઌ౓͕௿͍΋ͷ͸Ұ࣌తʹطଘ%$Ͱܧଓ ࣮ݱ͞ΕΔ͜ͱ
    w ֶशίετͱอकෛ୲ͷܰݮ
    w ։ൃޮ཰ͷ޲্
    w ਓࡐͷྲྀಈੑͷ޲্
36. ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺ
    ࣄۀ൑அͷ࿮ʹ͋͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ .JTTJPO
    
37. Mission > ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺࣄۀ൑அͷ࿮ʹڍ͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ ࡮৽ͷ੒ޭՄ൱ ෛ࠴ͷྺ࢙Λ܁Γฦ͞ͳ͍ͨΊʹ ܭଌՄೳࢦඪͰͷɺ߹ҙܗ੒͕ඞཁ
38. Mission > ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺࣄۀ൑அͷ࿮ʹڍ͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ γεςϜέΠύϏϦςΟ
    w ͍ΘΏΔγεςϜͷσϦόϦʔύϑΥʔϚϯεΛՄࢹԽ
    w ͜ΕΒͷࢦඪ͕࡮৽લޙͰվળ͞Ε͍ͯΔ͜ͱɺ 
 ɹɹɹ·ͨࠓޙ΋ܧଓతʹҡ࣋ग़དྷΔࣄΛ໨ࢦ͢
    w GPVS
    LFZT
    1SPKFDU
    Λར༻
    ։ൃ૊৫έΠύϏϦςΟ
    w "NFCBݻ༗ͷ։ൃͷॏ͞ʹରͯ͠ͷΞϓϩʔν
    w όϦϡʔετϦʔϜϚοϐϯάͰ։ൃͷॏ͞Λ෼ੳɾՄࢹԽ
    w ࡮৽Ͱղܾ͍ͨ͠"NFCBݻ༗ͷೝ஌ෛՙʹΑΔ޻਺
    w ӡ༻ɾ։ൃൺ཰ͷܧଓͨ͠ܭଌͱՄࢹԽ
    w <8*1>
    BTBOB
    Ͱܧଓͯ͠ϘτϧωοΫܭଌ
39. Mission > ෛ࠴ͷՄࢹԽ͕࢓૊Έͱͯ͠ػೳ͠ɺࣄۀ൑அͷ࿮ʹڍ͛ΒΕΔঢ়ଶʹͳ͍ͬͯΔ
40. ·ͱΊ ࣄۀ͕ఏڙ͍ͨ͠Ձ஋ͱγεςϜͷαΠζΛఆΊ
    γεςϜΛγϯϓϧʹ͍ͯ͘͠ ͦͷޙɺٕज़ͷඪ४Խͱڞ௨ԽΛਐΊ
    ։ൃ͠΍͍͢γεςϜ΁ͷҠߦΛ࣮ࢪ ݁Ռ͸ɺ
    ܭଌՄೳࢦඪͰৼΓฦΔ
41. ACTION ࡮৽ϓϩδΣΫτͷ
    ࣮ݱՄೳੑͷਫ਼౓্͛
42. ࣮ߦ·Ͱͷน AWS΁ͷશҠߦ͸ڊେͳ౤ࢿ ΤϯδχΞ໨ઢͰͷཧ૝࿦͚ͩͰ͸ͳ͘ ܦӦ͔Βݟͨ౤ࢿε΂͖ཧ༝ͷ੔ཧ͕ඞཁ
43. ࣮ߦ·Ͱͷน > ੔ཧͷ؍఺ ໾һ ࣄۀ੹೚ऀ ΤϯδχΞ ੹೚ऀ PM ΦϯϓϨD C ੹೚ऀ ࣄۀܭը ίετ ੒Ռ
44. ࣮ߦ·Ͱͷน > ཈͑ͨϙΠϯτ ࡮৽ܭըɺͱ࣮ݱίετ
    w 
    ΞΧ΢ϯτશͯͷҠߦܭըͱίετͷࢼࢉ
    w ࡮৽ΞϦφγɺ"84ΞϦφγɺύλʔϯશͯͰࢉग़
    w ίετࢼࢉͷ؍఺
    w Πϯϑϥݻఆඅ
    w "84
    
    ($1
    
    QSJWBUF
    DMPVE
    w ࡮৽్தͷ։ൃਓ݅අɾӡ༻ਓ݅අ
    w ҠߦܭըͰͷฒߦՔಈͷඅ༻ͷࢼࢉ
    w ࡮৽ޙͷ։ൃਓ݅අɾӡ༻ਓ݅අ
    w ΦϯϓϨ"84ಛ༗ͷӡ༻ίετΛࢼࢉ
    w ΤϯδχΞશһͷՔಇ࣮੷ΛνέοτϕʔεͰूܭ
    w "84ҠߦલޙͰͷίετࠩͷࢼࢉ
45. ࣮ߦ·Ͱͷน > ཈͑ͨϙΠϯτ ࡮৽੒Ռɺͱ࣮ݱίετ
    w "84
    ϚωδυϝϦοτΛ͍·ͷ··࣮ݱ͢Δίετ΋ࢼࢉ
    w "NFCB͕ٻΊΔϚωδυϝϦοτʹର͠%FTJHO%PDTΛهࡌ
    w ΦϯϓϨΤϯδχΞͱڠۀ͠ɺ
    w ΦϯϓϨͰࣗ࡞ϚωδυΛ࡞Δ৔߹ͷ
    w ࣮ݱཁ݅ɺ࣮ݱख๏ɺ։ൃˍҡ࣋ίετΛࢼࢉ
    w $PNQVUFɺ%BUBCBTFΛத৺ʹٞ࿦
46. ࣮ߦ·Ͱͷน > ཈͑ͨϙΠϯτ ࡮৽ϓϩδΣΫτɺͱࣄۀܭը
    w ೥Ѫ͞ΕΔϝσΟΞΛ૑Δ
    w ͦͷશମʹཱͬͨ࣌ʹɺ։ൃ͠΍͍͢ΛಘΔ·Ͱͷ
    w େن໛࡮৽ϓϩδΣΫτΛ਺೥ߦ͏ϦεΫ
    w ౤ࢿޮՌΛճऩग़དྷΔ·Ͱࣄۀ͕଴ͯΔ͔
    w ͦΕΒΛ࠷ऴతʹϑϥοτʹ൑அ
47. ࣮ߦ·Ͱͷน > ࣮ࢪͷաఔ
48. ࣮ߦ·Ͱͷน > ෼͔ͬͨ͜ͱɾม͑ͨ͜ͱ ग़͖ͯͨࣄ࣮
    w ৽ن։ൃΑΓӡ༻อकʹׂ͕࣌ؒ͘ଟ͍ͱ͍͏࣮ଶ
    w "84ҠߦʹΑΓอकൺ཰Λม͑ΒΕͦ͏ͳݟ௨͠
    w ࠷খߏ੒ͷࣗ࡞ϚωδυΛ࣮ݱ͢Δ͚ͩͳΒ 
 ɹɹ։ൃҡ࣋ίετؚΊͯ΋ΦϯϓϨͷํ͕͍҆ ม͑ͨ͜ͱ
    w ࡮৽੒ޭͷ݁Ռࢦඪʹɺ։ൃͱӡ༻ൺ཰͕ٯస͍ͯ͠ΔɺΛ௥Ճ
    w ൒೥ʹ౉Δɺίετߏ଄ͷςίೖΕϓϩδΣΫτΛ࣮ࢪ
    w Πϯϑϥߏ੒ɺΞϓϦߏ੒ɺ։ൃମ੍ɺ޿͘ݟ௚͠मਖ਼
    w ίετߏ଄ͷվֵʹΑΓɺ
    w ฒߦӡ༻࣌ظɺ׬શҠߦޙɺڞʹΠϯϑϥϕʔεඅ͸ 
 ɹϓϩδΣΫτ࣮ࢪલΑΓ΋௿͘཈͑ΒΕΔݟ௨ཱ͕ͭ͠
49. ࣮ߦ·Ͱͷน > ෼͔ͬͨ͜ͱɾม͑ͨ͜ͱ ग़͖ͯͨࣄ࣮
    w ৽ن։ൃΑΓӡ༻อकʹׂ͕࣌ؒ͘ଟ͍ͱ͍͏࣮ଶ
    w "84ҠߦʹΑΓอकൺ཰Λม͑ΒΕͦ͏ͳݟ௨͠
    w ࠷খߏ੒ͷࣗ࡞ϚωδυΛ࣮ݱ͢Δ͚ͩͳΒ 
 ɹɹ։ൃҡ࣋ίετؚΊͯ΋ΦϯϓϨͷํ͕͍҆ ม͑ͨ͜ͱ
    w ࡮৽੒ޭͷ݁Ռࢦඪʹɺ։ൃͱӡ༻ൺ཰͕ٯస͍ͯ͠ΔɺΛ௥Ճ
    w ൒೥ʹ౉Δɺίετߏ଄ͷςίೖΕϓϩδΣΫτΛ࣮ࢪ
    w Πϯϑϥߏ੒ɺΞϓϦߏ੒ɺ։ൃମ੍ɺ޿͘ݟ௚͠मਖ਼
    w ίετߏ଄ͷվֵʹΑΓɺ
    w ฒߦӡ༻࣌ظɺ׬શҠߦޙɺڞʹΠϯϑϥϕʔεඅ͸ 
 ɹϓϩδΣΫτ࣮ࢪલΑΓ΋௿͘཈͑ΒΕΔݟ௨ཱ͕ͭ͠🎉
50. ·ͱΊ ࣄۀ͔Βམͱͨ͠࡮৽ʹ͓͚Δ࣠Λ࡞Γɺ
    ΰʔϧઃఆ͸ద੾ͳঢ়ଶ໨ඪͱܭଌՄೳࢦඪͰߦ͏ ࣄۀܭըͱฒ૸ͨ͠࡮৽ܭըͰɺ
    ࣄۀͷܧଓՄೳੑͱൃలΛݟਾ͑ͨଧͪखʹɻ ࡮৽ʹ͓͚Δૂ͏Ϛτͱ࣮ߦͷҙࢥܾఆ·Ͱɺ
    ࣄۀ੹೚ऀͱڞʹาΈɺҰؾʹܾΊΔ
51. ࡮৽શମͷาΈ CHAPTER 3 Overview
53. ίϯςϯπ࠷େ٧ΊࠐΊͯ΋͜Ε͘Β͍
54. ࡮৽શମͷาΈ ڞ௨ج൫
    "NFCB1MBUGPSNͷาΈ
55. ίϯςϯπ࠷େ٧ΊࠐΊͯ΋͜Ε͘Β͍
56. AmebaPF > ίϯηϓτݕূ ίϯηϓτݕূͷ໨త ࣮૷ͨ͠ίϯϙʔωϯτͱ࣮ݱ͢Δ͜ͱ w Ҡߦεςοϓͷཱ֬
    w طଘͷ࢓૊ΈΛར༻ͨ͠ೝՄ౷߹ w *OUFSOBM
    (BUFXBZ
    w0O1SFNJTF؀ڥʹଘࡏ͢Δݱߦ"1*܈Λར༻͢ΔͨΊͷ(BUFXBZ
    w &YUFSOBM
    (BUFXBZ
    w"NFCB1'ʹҠ২ͨ͠"1*܈ར༻͢ΔͨΊͷ(BUFXBZ
    w $#"$
    $POUFYU
    #BTFE
    "DDFTT
    $POUSPM
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58. AmebaPF > MVPϦϦʔε .71ϦϦʔεͷ໨త ࣮૷ͨ͠ίϯϙʔωϯτͱ࣮ݱ͢Δ͜ͱ w ૣ࣮͘૷ͯ͠'#ΛಘΔ
    w Ҡߦͷޮ཰ԽͷͨΊʹ৽ن࣮૷ʹඞཁͳڞ௨ػߏͷఏڙ w ڞ௨ϥΠϒϥϦ
    MJCHP
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    w 1SPKFDU
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    w(PͰϚΠΫϩαʔϏεΛߏங͢Δࡍͷ਽ܗతͳ΋ͷ
    w $*$%
    w UFSSBGPSNͷ࣮ߦ؀ڥ
    w αʔϏεͷσϦόϦʔύΠϓϥΠϯ
60. AmebaPF > FBΛड͚ͯ௥Ճ࣮૷ ௥Ճ࣮૷ͷ໨త ࣮૷ͨ͠ίϯϙʔωϯτͱ࣮ݱ͢Δ͜ͱ w ϢʔβʔώΞϦϯάΛݩʹ
    w ΑΓྑ͍։ൃମݧͱ։ൃޮ཰޲্ʹ޲͚ͨվળ w ෛՙࢼݧ؀ڥ
    wෛՙΛ͔͚Δ؀ڥ
    
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    w 0CTFSWBCJMJUZ
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    w ϩάج൫
    w ֤αʔϏεͷϩάΛू໿ɺ഑৴͢Δج൫
61. AmebaPlatform &,4Λར༻ͯ͠ߏங͞Εͨ,VCFSOFUFT
    $MVTUFS
    "NFCB#MPHͱपลͷγεςϜΛ౷Ұతʹ؅ཧ͢ΔͨΊͷج൫ ߏ੒ਤΛషΔ
62. ·ͱΊ ڞ௨ج൫ϓϩδΣΫτͷٕज़ݕূ͸
    ࠷খମ੍ɺ࠷খߏ੒Ͱ.71࣮૷͔Β ࣮αʔϏεΛ৐ͤͯ'#Λ΋Β͍ͭͭ
    "NFCB1'͸ܧଓΞοϓσʔτ ίετݕূ͸΋ͬͱૣ͘΍ͬͯ΋ྑ͔ͬͨ
    
63. ·ͱΊ CHAPTER 4 Summary
64. ·ͱΊ ࡮৽ϓϩδΣΫτͷٕज़ݕূ͸
    ࠷খମ੍ɺ࠷খߏ੒Ͱ.71࣮૷͔Β ࣄۀ͔Βམͱͨ͠࡮৽ʹ͓͚Δ࣠Λ࡞Γɺ
    ΰʔϧઃఆ͸ద੾ͳঢ়ଶ໨ඪͱܭଌՄೳࢦඪͰߦ͏ ࣄۀܭըͱฒ૸ͨ͠࡮৽ܭըͰɺ
    ࣄۀͷܧଓՄೳੑͱൃలΛݟਾ͑ͨଧͪखʹɻ
65. ۙگ ϚΠΫϩαʔϏε͕ҠߦՔಇࡁΈ
    ຊ൪ϦϦʔεࡁΈαʔϏε͸ 'PVS
    LFZTࢦඪϦʔυλΠϜʹ͓͍ͯɺ
    ࡮৽લޙͰ̓ഒͷվળ͕ग़͍ͯΔͷ͕ܭଌͰ͖͍ͯΔ ຊ൪ϦϦʔεޙ൒೥Ҏ্ͷɺࠓ΋ࢪࡦ։ൃΛ
    ճ͠ଓ͚͍ͯΔαʔϏε܈Ͱ͜ͷॳ଎͸޷ௐ
66. ͜Ε͔Β ࡮৽Ͱ'PVS
    LFZTࢦඪʹվળ͸ݟΒΕͨ΋ͷͷɺ )JHI1FSGPSNBͳͷͰվળͷ༨஍͋Γɻ
    ܭଌΧόϨοδ΋SFQPͳͷͰ͜Ε͔Β📈👩💻 ΋͏ҰͭͷࢦඪͰ͋Δӡ༻޻਺ͷൺ཰ΛԼ͛Δ΋ɺ
    γεςϜฒߦՔಈ͕ଟ͘·ͩ·ͩ͜Ε͔Β💪
67. ͜Ε͔Β ϒϩάຊମͷ࡮৽͸࢝·ͬͨ͹͔Γɻ
    ͜Ε͔Β̍೥൒͔͚ͯҠߦ͍ͯ͘͠ ࢒Γͷ"NFCBͷαϒγεςϜ܊΋ɺ
    ౷ഇ߹Λ܁Γฦ͠"NFCB1'্ʹ࡞Γ௚͍ͯ͘͠ɻ "NFCB1'͸·ͩ·ͩ࠷௿ݶͷػೳ
    ࡮৽1+ͱฒ૸͠1SPEVDUJWJUZʹ޲͖߹͍ଓ͚Δ🦮
68. ͍͞͝ʹ ೥Ѫ͞ΕΔϝσΟΞΛ૑ΔɺΛ
    γεςϜ͔Βޙԡ͢͠Δ