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とあるEdTechベンチャーのシステム構成こだわりN選 / edtech-system
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k.goto
May 12, 2025
Technology
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とあるEdTechベンチャーのシステム構成こだわりN選 / edtech-system
2025/05/14開催「Education-JAWS #3 ~教育現場に、AWSのチカラを~」での登壇資料です。
k.goto
May 12, 2025
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Transcript
LHPUP ͱ͋ΔEdTechϕϯνϟʔͷ γεςϜߏͩ͜ΘΓNબ &EVDBUJPO+"84dڭҭݱʹɺ"84ͷνΧϥΛd
ࣗݾհ LHPUP גࣜձࣾϝΠπ "84$%,ίϯτϦϏϡʔλʔ ͦͷଞ044׆ಈ DMT όοΫΤϯυςοΫϦʔυ 0QFO$POTUSVDUT-JCSBSZ 5PQ$POUSJCVUPS $PNNVOJUZ3FWJFXFS
9!@TUFQ@UFDI (JU)VC!HPUPL "84)&30 "84%FW5PPMT)FSP MBNWFS EFMTUBDL
גࣜձࣾϝΠπ
גࣜձࣾϝΠπ w &E5FDIϕϯνϟʔ ‣ क़ӡӦɾγεςϜ։ൃӡ༻ൢച w ۀ๏ਓઃཱ ‣ ࢲೖࣾ ਖ਼ࣾһ
ͦΕҎલ େֶӃੜ࣌ ͔ΒۀҕୗͰࢀՃ 4*FS৽ଔೖࣾˠग़Γ w γεςϜ։ൃνʔϜ ‣ 1.໊ ‣ ϑϩϯτΤϯυ໊ ‣ όοΫΤϯυ໊ όοΫΤϯυ͕Πϯϑϥ୲ ͕"84$%,ίϯτϦϏϡʔλʔ
גࣜձࣾϝΠπ ੜెਓͻͱΓʹ࠷దԽֶͨ͠शΛ क़ӡӦɾࢦಋΛͬͱָʹ
גࣜձࣾϝΠπ BJN! BJN!$.4 ࣾ༻ BJN!GPSTDIPPM SFDP ೖୀࣨΞϓϦ อޢऀ8FC ੜె8FC BJN!IPNF
None
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ϦΞϧλΠϜֶशਐḿӾཡػೳ BJN!GPSTDIPPM ‣ ੜె͕BJN!Ͱࠓղ͍͍ͯΔͷঢ়گ ը໘ ΛϦΞϧλΠϜͰӾཡ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ੜె
ઌੜ ϦΞϧλΠϜͰ֤ੜెͷ ֶशঢ়گ ը໘ ΛӾཡ ;Ή;Ή ˓˓͞Μ99Λղ͍͍ͯͯ ˚˚͞Μ::Λղ͍͍ͯΔͳ BJN! BJN!GPSTDIPPM
w ϦΞϧλΠϜֶशਐḿӾཡػೳ BJN!GPSTDIPPM ‣ BJN!SFDP"1* όοΫΤϯυ &$4 'BSHBUF º(SBQI2-
5ZQF4DSJQU (SBQI2-ʹϦΞϧλΠϜ૬ޓ௨৴ͷͨΊʹαϒεΫϦϓγϣϯ 8FC4PDLFU ͕͋Δ ‣ BJN!GPSTDIPPM ϑϩϯτΤϯυ SFDPଆͷ"1*ͱ௨৴͢ΔΈ BJN!ͷ"1*ͱSFDPͷ"1*ͰϦΞϧλΠϜͰΓऔΓ͢Δඞཁ ‣ &$4 λεΫ "VUP4DBMJOHͰෳߏ &$4λεΫؒͰτϦΨʔΛڞ༗͢Δඞཁ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ
w ϦΞϧλΠϜֶशਐḿӾཡػೳ BJN!GPSTDIPPM ‣ BJN!SFDP"1* όοΫΤϯυ &$4 'BSHBUF º(SBQI2-
5ZQF4DSJQU (SBQI2-ʹϦΞϧλΠϜ૬ޓ௨৴ͷͨΊʹαϒεΫϦϓγϣϯ 8FC4PDLFU ͕͋Δ ‣ BJN!GPSTDIPPM ϑϩϯτΤϯυ SFDPଆͷ"1*ͱ௨৴͢ΔΈ BJN!ͷ"1*ͱSFDPͷ"1*ͰϦΞϧλΠϜͰΓऔΓ͢Δඞཁ ‣ &$4 λεΫ "VUP4DBMJOHͰෳߏ &$4λεΫؒͰτϦΨʔΛڞ༗͢Δඞཁ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ 3FEJTʹΩϟογϡҎ֎ʹ1VC4VCػೳ͕͋Δʂ
ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ղ ϦΞϧλΠϜऔಘ 8FC4PDLFU
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w Ϣʔβʹෳͷϩʔϧ͕͋ΓɺΞϓϦʹෳͷϩʔϧ͕ΞΫηε͢Δ ‣ ੜెɺอޢऀɺߨࢣɺڭࣨཧऀɺϚωʔδϟʔɺӾཡऀʜ w ਓͷϢʔβ͕ෳͷΞϓϦ "1* Λ͏ ‣ ྫ
ੜెBJN! BJN!IPNF ੜె8FC ೖୀࣨΞϓϦ w ௨ৗͷೝূ͚ͩͰͳ͘Ճͷ֬ೝॲཧߦ͍͍ͨ ‣ ΞϓϦϩʔϧͷόϦσʔγϣϯɺϢʔβఀࢭظؒɺFUDʜ ‣ ଞࣾΞϓϦͱͷγεςϜ࿈ܞ͋Δ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ
w Ϣʔβʹෳͷϩʔϧ͕͋ΓɺΞϓϦʹෳͷϩʔϧ͕ΞΫηε͢Δ ‣ ੜెɺอޢऀɺߨࢣɺڭࣨཧऀɺϚωʔδϟʔɺӾཡऀʜ w ਓͷϢʔβ͕ෳͷΞϓϦ "1* Λ͏ ‣ ྫ
ੜెBJN! BJN!IPNF ੜె8FC ೖୀࣨΞϓϦ w ௨ৗͷೝূ͚ͩͰͳ͘Ճͷ֬ೝॲཧߦ͍͍ͨ ‣ ΞϓϦϩʔϧͷόϦσʔγϣϯɺϢʔβఀࢭظؒɺFUDʜ ‣ ଞࣾΞϓϦͱͷγεςϜ࿈ܞ͋Δ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ $PHOJUPͷ-BNCEBτϦΨʔͰՃͷ֬ೝॲཧΛڬΊΔʂ
ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ
w $PHOJUPͷೝূʹ-BNCEBτϦΨʔΛڬΜͰՃͷ֬ೝॲཧΛ࣮ߦ ‣ ೝূલτϦΨʔΞϓϦϩʔϧͷόϦσʔγϣϯ ‣ ೝূޙτϦΨʔϢʔβఀࢭظؒνΣοΫ ‣ ΧελϜೝূνϟϨϯδτϦΨʔಛघͳΞΫηεύλʔϯ w ඞཁͳ෦%#ͷใͱͷ֬ೝ
‣ ೝূΠϕϯτͷใ͚ͩͰෆ͢Δ෦৴༻Ͱ͖ͳ͍෦͕͋Δ ͨͩ͠%#ΞΫηεʹةݥੑ͕͋ΔͷͰݫॏʹ "1*ଆͷೝՄ࣌ʹඞཁͳ֬ೝॲཧߦ͏ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ࠾Ϣʔβͷղͱਖ਼ͷ୯ͳΔจࣈྻҰக͚ͩͰͳ͍ ‣ ୯Ұબෳબɾॱಉॱෆಉ ‣ ผղɾҟͳΔදݱ ‣ ɾࣜల։ɾҼղɾFUDʜ w ΞϓϦέʔγϣϯࣗମͷϩδοΫͱυϝΠϯ͕ҟͳΔ
w ෳͷ"1*͔Βݺͼग़͢έʔε͕͋Δ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ
w ࠾Ϣʔβͷղͱਖ਼ͷ୯ͳΔจࣈྻҰக͚ͩͰͳ͍ ‣ ୯Ұબෳબɾॱಉॱෆಉ ‣ ผղɾҟͳΔදݱ ‣ ɾࣜల։ɾҼղɾFUDʜ w ΞϓϦέʔγϣϯࣗମͷϩδοΫͱυϝΠϯ͕ҟͳΔ
w ෳͷ"1*͔Βݺͼग़͢έʔε͕͋Δ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ࠾ઐ༻ͷ"1*ͱͯ͠Γग़ͯ͠։ൃ
ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ
w ୯ҰબෳબɾॱಉॱෆಉɾผղͳͲͷରԠ ‣ ຊޠɾӳޠͦΕͧΕͰݻ༗όϦσʔγϣϯ εϖʔεɾશ֯֯ɾFUDʜ w ࣜͷਖ਼ޡఆ ‣ ྫֶ
Y Z㲗Z Y Y 㲗Y YZ Y Z 㲗Y?Z? ‣ ྫԽֶ .PMࣜ $B$0@ )$Mˠ$B$M@ )@0 $0@ $B$0@ )$Mˠ)@0 $B$M@ $0@ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ࠾ΞϧΰϦζϜ͚ͩͰରԠͰ͖ͳ͍ͷ͕͋Δ ‣ ॊೈͳৼΔ͍͕ඞཁͳͷ ࣗ༝ӳ࡞จͳͲͷఴ ϢʔβͷཧղʹԠͨ͡ղઆग़ྗ ‣ ԻͳͲͷදݱ͕ඞཁͳͷ
Իղ ӳޠͷεϐʔΩϯά ղઆͰͷӳ୯ޠӳจͳͲͷಡΈ্͛ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ
w ࠾ΞϧΰϦζϜ͚ͩͰରԠͰ͖ͳ͍ͷ͕͋Δ ‣ ॊೈͳৼΔ͍͕ඞཁͳͷ ࣗ༝ӳ࡞จͳͲͷఴ ϢʔβͷཧղʹԠͨ͡ղઆग़ྗ ‣ ԻͳͲͷදݱ͕ඞཁͳͷ
Իղ ӳޠͷεϐʔΩϯά ղઆͰͷӳ୯ޠӳจͳͲͷಡΈ্͛ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ੜ"* ςΩετ㱻Իม
ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ
w ੜ"*ࣗ༝ӳ࡞จͷఴɾཧղʹԠͨ͡ղઆͷग़ྗ ‣ $MPVE'SPOU X0"$ -BNCEBؔ63- 0QFO"*"1* ετϦʔϜϨεϙϯε
4FSWFS4FOU&WFOUT ࣮ݱ 0"$ͰΞΫηε੍ޚ w ԻˠςΩετมԻղ ӳޠͷεϐʔΩϯά ‣ $MPVE'SPOU X0"$ -BNCEBؔ63- "NB[PO5SBOTDSJCF w ςΩετˠԻมղઆͰͷӳޠԻಡΈ্͛ ‣ $MPVE'SPOU X0"$ -BNCEBؔ63- "NB[PO1PMMZ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ߏஙӡ༻ίετΛݮΒͯ͠ϝʔϧૹ৴ϩδοΫʹྗ͍ͨ͠ ‣ ϝʔϧૹ৴ΛΩϡʔΠϯά͠ɺૹ৴ࣦഊ࣌ʹࣗಈͰϦτϥΠ͍ͨ͠ ‣ ఴϑΝΠϧૹΕΔΑ͏ʹ͍ͨ͠ ‣ ৴ఀࢭϦϯΫ؆୯ʹೖΕ͍ͨ ‣ όϯεɾۤͷࢹࢭඞཁ
ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ
w ߏஙӡ༻ίετΛݮΒͯ͠ϝʔϧૹ৴ϩδοΫʹྗ͍ͨ͠ ‣ ϝʔϧૹ৴ΛΩϡʔΠϯά͠ɺૹ৴ࣦഊ࣌ʹࣗಈͰϦτϥΠ͍ͨ͠ ‣ ఴϑΝΠϧૹΕΔΑ͏ʹ͍ͨ͠ ‣ ৴ఀࢭϦϯΫ؆୯ʹೖΕ͍ͨ ‣ όϯεɾۤͷࢹࢭඞཁ
ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ϚωʔδυαʔϏε αʔόʔϨεͰߏஙӡ༻ίετݮʂ
ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ˞ϝʔϧ͚ͩͰͳ͘-*/&ૹ৴ରԠ
w 424 ඪ४Ωϡʔ Ͱฒྻ࣮ߦ ࣗಈϦτϥΠ ‣ -BNCEBτϦΨʔͰ'*'0ΩϡʔͰॏෳىಈͷՄೳੑ͕͋Δ ϝʔϧૹ৴ޙԿΒ͔ͷΤϥʔͰ-BNCEB͕ऴྃͨ͠ࡍɺ424ʹϝοηʔδΓ࠶࣮ߦ w
%ZOBNP%#Ͱϝʔϧૹ৴ͷॏෳഉআ ‣ ͖݅ॻ͖ࠐΈ $POEJUJPO&YQSFTTJPO ͰϩοΫॲཧ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ w ૹ৴ϝʔϧ͝ͱʹҰҙʹͳΔΩʔΛఆٛ ϝʔϧ*% ࣌ࠁͳͲ w ͖݅ॻ͖ࠐΈޭϩοΫ͕֬อͰ͖ͨΒϝʔϧૹ৴ ϩοΫ֬อޙʹϝʔϧૹ৴ʹࣦഊͨ͠ΒϩοΫղ์ w ͖݅ॻ͖ࠐΈࣦഊϩοΫ͕֬อͰ͖ͳ͔ͬͨΒऴྃ طʹϝʔϧ͕ૹ৴͞Εͨͷͱݟͳ͢
w "NB[PO4&4Ͱϝʔϧؔ࿈ͷߏஙӡ༻ίετݮ ‣ ϝʔϧૹ৴ ఴϑΝΠϧ0, ৴ఀࢭϦϯΫ͖ ‣ όϯεɾۤͷࢭͱࢹ
αϓϨογϣϯϦετ μογϡϘʔυධՁϝτϦΫε$MPVE8BUDI"MBSN ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ
w "84%FW%BZ+BQBO ‣ αʔόʔϨεͳϝʔϧૹ৴γεςϜΛ"84$%,Ͱߏங͠ઍਓنͷڥͰӡ༻ͨ͠ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ IUUQTTQFBLFSEFDLDPNHPUPLBXTEFWEBZDELNBJM
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w BJN!ɺSFDPɺؔ࿈γεςϜͰಉ͡Α͏ͳϦιʔεߏ͕ଟ͍ ‣ ֤1+Ͱ"84$%,ͷ$POTUSVDUͷߏத͕΄ͱΜͲಉ͡ʹͳΔ ‣ ֤1+Ͱಉ͡$POTUSVDUΛίϐϖͰల։͢Δͷอक͕େม ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ
w BJN!ɺSFDPɺؔ࿈γεςϜͰಉ͡Α͏ͳϦιʔεߏ͕ଟ͍ ‣ ֤1+Ͱ"84$%,ͷ$POTUSVDUͷߏத͕΄ͱΜͲಉ͡ʹͳΔ ‣ ֤1+Ͱಉ͡$POTUSVDUΛίϐϖͰల։͢Δͷอक͕େม ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ڞ༗$POTUSVDUϦϙδτϦͰཧ ύοέʔδϨδετϦ͔ΒOQNJOTUBMM
ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ
w ࠶ར༻ੑΛ୲อͨ͠ΧελϜ$POTUSVDUͷ։ൃɾอक ‣ $%,ίϯτϦϏϡʔτͱಉ͓͡࡞๏ ˠ͜ΕͰ$%,ίϯτϦϏϡʔτͰ͖ΔΑ͏ʹͳΔʂ w (JU-BC1BDLBHF3FHJTUSZʹ$POTUSVDUίʔυΛQVCMJTI ‣ OQNJOTUBMMͰ֤1+Ͱར༻Ͱ͖ΔΑ͏ʹ
‣ τʔΫϯΛར༻ͨ͠ϓϥΠϕʔτΞΫηε ˞Ϗϧυʙެ։ͷҰ࿈ͷྲྀΕ1SPKFOͷΈΛ฿ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ w ৭ʑͳ͍ํΛఆͨ͠QSPQTϝιουߏDPOTUSVDUPS w VOJUUFTUJOUFHUFTUͰ৴པੑͷ୲อ w +4%PDͷపఈͰར༻ଆͷཧղ༰қੑͷ্ w มߋͷࡍഁյతมߋΛࢭ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ֤"1*։ൃϝϯόʔ͝ͱͷ%#Ϣʔβݖݶͷཧɾө͕େม ‣ ݖݶΛݫີʹཧ͍ͨͨ͠ΊɺϢʔβ͝ͱʹݖݶ͕ҟͳͬͯ͘Δ """"1*99%#ʹ4&-&$5*/4&3561%"5&ɺ::%#ʹ4&-&$5 ###όον;;%#ͷ44ςʔϒϧʹ4&-&$5 ˓˓͞Μ99%#ͱ::%#ʹཧݖݶ
‣ શڥͷ"1*όονɾ։ൃϝϯόʔΛ߹ܭ͢ΔͱϢʔβ͍ۙʹ Ϣʔβൃߦɾݖݶൃߦมߋ͚ͩͰͳ͘ɺ4FDSFUT.BOBHFSͷൃߦͳͲඞཁ खಈͰͷཧɾөͱͯਏ͍ 㾎͔ͭɺ֤$%,ϓϩδΣΫτଆͰͳ͘தԝूݖܕͰཧ͔ͨͬͨ͠ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ֤"1*։ൃϝϯόʔ͝ͱͷ%#Ϣʔβݖݶͷཧɾө͕େม ‣ ݖݶΛݫີʹཧ͍ͨͨ͠ΊɺϢʔβ͝ͱʹݖݶ͕ҟͳͬͯ͘Δ """"1*99%#ʹ4&-&$5*/4&3561%"5&ɺ::%#ʹ4&-&$5 ###όον;;%#ͷ44ςʔϒϧʹ4&-&$5 ˓˓͞Μ99%#ͱ::%#ʹཧݖݶ
‣ શڥͷ"1*όονɾ։ൃϝϯόʔΛ߹ܭ͢ΔͱϢʔβ͍ۙʹ Ϣʔβൃߦɾݖݶൃߦมߋ͚ͩͰͳ͘ɺ4FDSFUT.BOBHFSͷൃߦͳͲඞཁ खಈͰͷཧɾөͱͯਏ͍ 㾎͔ͭɺ֤$%,ϓϩδΣΫτଆͰͳ͘தԝूݖܕͰཧ͔ͨͬͨ͠ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ $%,ΛΈࠐΜͩ%#Ϣʔβݖݶࣗಈө$-*πʔϧΛ։ൃ
ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ֤%#ͷϢʔβɾݖݶใͷ֨ೲʹ"VSPSB4FSWFSMFTT7Λ༻ ཧ%# ‣ θϩεέʔϧͰ༻࣌ͷΈࣗಈىಈҰఆ࣌ؒޙࣗಈఀࢭ ‣ %BUB"1*ͰΞΫηε ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w $-*πʔϧͷॲཧͷྲྀΕ ‣ ᶃཧ%# "VSPSB4FSWFSMFTT7 ʹ֤λʔήοτ%#ͷϢʔβɾݖݶใͷొ ‣ ᶄ$%,Ͱ֤Ϣʔβ͝ͱͷ4FDSFUT.BOBHFSΛಈతʹ࡞ɾআ ‣ ᶅཧ%#ͱ֤λʔήοτ%#ؒͷϢʔβɾݖݶͷࠩநग़
‣ ᶆϢʔβɾݖݶͷࠩөͷͨΊͷ42-ΫΤϦΛࣗಈੜ ‣ ᶇ֤λʔήοτ%#ʹϢʔβɾݖݶͷࠩͷࣗಈө ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ ᶃ ᶄ ᶅᶆ ᶇ
w Ϣʔβɾݖݶͷࠩநग़ͷྫ ‣ λʔήοτ%#ͷݱࡏͷσʔλ Ϣʔβ"4&-&$561%"5&99%# Ϣʔβ#4&-&$599%# Ϣʔβ$͍ͳ͍
‣ ཧ%#ͷσʔλ Ϣʔβ"4&-&$5*/4&599%# Ϣʔβ#আ Ϣʔβ$4&-&$599%# ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ w Ϣʔβ"(3"/5*/4&35 3&70,&61%"5& w Ϣʔβ#%30164&3 w Ϣʔβ$$3&"5&64&3 (3"/54&-&$5
w $-*πʔϧͰ$%,5PPMLJUΛ༻ ‣ 5ZQF4DSJQUίʔυͰ$%,ͷTZOUIEFQMPZ࣮ߦ Ћ͕Մೳʹ w $%,ελοΫߏ ‣ %#ελοΫ
ཧ%#༻"VSPSB4FSWFSMFTT7 ཧ%#͔ΒϢʔβҰཡΛऔಘ͢ΔΧελϜϦιʔε-BNCEB ΧελϜϦιʔε͔Βऔಘͨ͠ϢʔβҰཡΛ֨ೲ͢Δ44.ύϥϝʔλετΞ ‣ 4FDSFUTελοΫ 44.ύϥϝʔλετΞ͔ΒϢʔβҰཡΛऔಘ͢Δ-PPLVQ $POUFYU ϝιου Ϣʔβͷ4FDSFUT.BOBHFS 4FDSFUT.BOBHFSͷΛՃ͢ΔΧελϜϦιʔε-BNCEB ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ˞$%,ϚχΞ͚ิ$%,ελοΫΛ͚͍ͯΔཧ༝ ‣ 4FDSFUΛϢʔβ࡞͢ΔͨΊʹ$%,ίʔυͰϧʔϓॲཧ͕͍Δ ‣ ϢʔβҰཡΛऔಘ͢Δ ΧελϜϦιʔε-BNCEBEFQMPZ࣌ʹ࣮ߦ͞ΕΔ ͭ·ΓΧελϜϦιʔεͷฦ͢$%,ίʔυ্ͰΘ͔Βͳ͍ 5PLFOʹͳ͍ͬͯΔ
ͨΊɺͦͷ݁ՌΛϧʔ ϓͰճ͢͜ͱ͕Ͱ͖ͳ͍ ϧʔϓͰճͨ͢ΊʹTZOUI࣌ʹ͕ղܾ͞Ε͍ͯΔඞཁ͕͋Δ ‣ ͦͷͨΊɺελοΫͰΧελϜϦιʔε͔Βऔಘͨ͠ϢʔβҰཡΛ44.ύϥϝʔλετΞʹ֨ೲ͠ ͓͖ͯɺ࣍ͷελοΫͰ-PPLVQ $POUFYU ϝιουͰऔಘ͢Δ͜ͱͰTZOUI࣌ʹΛղܾ͢Δ͜ͱ͕ Ͱ͖ɺϧʔϓॲཧͰճͤΔ -PPLVQ $POUFYU ϝιουΧελϜϦιʔεͱҧ͍TZOUI࣌ʹ࣮ߦ͞ΕΔ ͨͩ͠ϚϧνελοΫͰ௨ৗશελοΫಉ࣌ʹ߹͕ߦΘΕΔͷͰɺͦΕͧΕͷελοΫ͝ͱʹผʑʹ TZOUIEFQMPZ͢Δඞཁ͕͋Δ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
w ˞$%,ϚχΞ͚ิ$%,5PPMLJUͷҙ ‣ %eveloper Preview ݄ݱࡏ ࢥΘ͵ڍಈόά͕ൃੜ͢Δ͜ͱ͕͋Δ
ഁյతมߋී௨ʹ͋Δ ‣ $%,$-*ͱڍಈ͕ҧ͏෦ɺίΞͳ$%,ͷ͕ࣝඞཁͳ෦͋Δ ྫ 㾎cdk.context.jsonΛಡΈॻ͖͠ͳ͍ͨΊLookupʹΩϟογϡ͕ޮ͔ͳ͍ 㾎cdk.out(Cloud Assembly)͕σϑΥϧτͰPJͷϧʔτσΟϨΫτϦʹ࡞ΒΕͳ͍ υΩϡϝϯτʹใ͕গͳ͍ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
γεςϜߏͩ͜ΘΓ/બ ᶃ&MBTUJ$BDIFͰ1VC4VCͷ࣮ݱ ᶄ$PHOJUPೝূ -BNCEBτϦΨʔ ᶅ࠾"1*Ͱಠࣗͷ࠾ΞϧΰϦζϜ։ൃ ᶆ"*ʹΑΔ༷ʑͳղɾղઆͷ࣮ݱ ᶇϝʔϧૹ৴ͷߏஙӡ༻ίετݮ ᶈ"84$%,ͷڞ༗Ϟδϡʔϧͷ։ൃͱ ᶉ%#ϢʔβཧγεςϜʹ$%,ΈࠐΈ
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ࣗ࡞044"84πʔϧ ʲDMTʳ4όέοτΛߴʹআɾۭʹ͢Δπʔϧ ‣ IUUQTHJUIVCDPNHPUPLDMT ʲEFMTUBDLʳ"84$MPVE'PSNBUJPOελοΫڧ੍আπʔϧ ‣ IUUQTHJUIVCDPNHPUPLEFMTUBDL ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ ‣ IUUQTHJUIVCDPNHPUPLMBNWFS
ࣗ࡞044"84πʔϧ ʲDMTʳ4όέοτΛߴʹআɾۭʹ͢Δπʔϧ ରͰݕࡧͯ͠ɺෳόέοτฒྻҰׅআʂ ඇݱߦόʔδϣϯͷΈআՄೳʂࠓͷ45BCMFTͷআʹରԠʂ
ࣗ࡞044"84πʔϧ ʲEFMTUBDLʳ"84$MPVE'PSNBUJPOελοΫڧ੍আπʔϧ $'OআͰࣦഊ͢ΔϦιʔε͕͋ͬͯελοΫϦιʔε͝ͱڧ੍আʂ ରͰݕࡧͯ͠ɺෳελοΫҰׅআՄೳʂ ґଘؔΛՃຯͯ͠৽͍͠ͷ͔Βॱʹআ
ࣗ࡞044"84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ ϦʔδϣϯԣஅݕࡧʂશબϑΟϧλϦϯάՄʂ $47ग़ྗΦϓγϣϯ͋Γʂ
ࣗ࡞044"84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ ϦʔδϣϯԣஅݕࡧʂશબϑΟϧλϦϯάՄʂ $47ग़ྗΦϓγϣϯ͋Γʂ
ࣗ࡞044"84$%,$POTUSVDUϥΠϒϥϦ ʲJNBHFTDBOOFSXJUIUSJWZʳ$%,Ͱ5SJWZͰίϯςφΠϝʔδεΩϟϯ ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIUSJWZ ʲJNBHFTDBOOFSXJUIEPDLMFʳ$%,Ͱ%PDLMFͰίϯςφΠϝʔδεΩϟϯ ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF ʲFMCPUIFSYYBMBSNʳ$%,ͰϚΠφʔͳYY
ͷ&-#ΞϥʔϜ ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF
5IBOL:PV LHPUP "84%FW5PPMT)FSP 9!@TUFQ@UFDI (JU)VC!HPUPL