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גࣜձࣾϔϓλΰϯ ཱՖ୓໵ ஍ํͰͦ͜Ϋϥ΢υ͸ً͘ ʙΫϥ΢υͱίϛϡχςΟͰాࣷ%9Λ࣮ݱʙ ΤϞWFS  Full ver͸ͪ͜Β https://speakerdeck.com/biatunky/ohenro2021-tachibana https://youtu.be/F9YPWE74qGs

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ࣗݾ঺հ ཱՖ ୓໵ (37) ੨৿ݝੜ·Εઋ୆ࢢܦ༝੨৿ݝࡏॅ גࣜձࣾϔϓλΰϯ୅දऔక໾ JAWS-UG౦๺ / JAWS-UG2016શࠃ୅ද AWS Summit 2017 ι΢ϧ/๺ژ εϐʔΧʔ ʮޮՌతͳಋೖɾӡ༻ͷͨΊͷ Amazon Web Services׆༻ೖ໳ʯஶऀ APN Ambassador ޷͖ͳAWSαʔϏε : tܥΠϯελϯε (Graviton) 

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໊ࣾ גࣜձࣾϔϓλΰϯ IFQUBHPOJOD ཧ೦ إΛ஌Βͳ͍ສਓͷ޾ͤΑΓ΋ ࣗ෼ͨͪͷ਎ۙͳਓΛςΫϊϩδʔͰ޾ͤʹ ୅ද ཱՖ୓໵ ૑ۀ ೥݄̓ ࣄۀ Ϋϥ΢υͷߏஙอकӡ༻ Ϋϥ΢υωΠςΟϒͳ։ൃ Ϋϥ΢υಋೖʹؔ͢ΔίϯαϧςΟϯά ಺੡Խࢧԉ ձࣾ֓ཁ ϕΨϧλઋ୆ / ϰΝϯϥʔϨീށ / γϯτʹτϩΠσϯVVΛԠԉ͍ͯ͠·͢ɻ 

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Ҋ݅ϕʔεͰׂҎ্͕౦๺ͷҊ݅ ࣾϓϩδΣΫτΛ௒͑Δ౦๺ͷϓϩδΣΫτΛΫϥ΢υͰՔಇ ձࣾ֓ཁ ౦๺ͷ͓٬༷ 

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ࣄྫ঺հ 

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੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ελοϑ਺໊ɺར༻ऀ਺໊ͷখن໛հޢࢪઃ ར༻ऀͷՈ଒޲͚ʹຖ݄Ϩϙʔτ΍ΞϧόϜΛ࡞੒ ೔͔͕Γͩͬͨࣸਅͷ࢓෼͚Λ"NB[PO3FLPHOJUJPOΛ ༻͍ͯ਺෼ʹ୹ॖ  ༧ࢉͷ໰୊Ͱ*5ԽͷԸܙΛड͚ΒΕͳ͔ͬͨখن໛ࣄۀ ऀͰ΋Ϋϥ΢υΛద੾ʹ࢖͏͜ͱͰۀ຿ޮ཰Խߴ෇Ճ Ձ஋Խ͕Մೳʹ

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੨৿ࢢʹ͋Δۀ຿༻ྫྷଂݿྫྷౚݿϝʔΧʔͱ͠ ͯશࠃ֤஍΁ઃඋͷೲೖϝϯςφϯε *P5DPSFΛ༻͍ͯɺઃඋΛϦϞʔτͰϞχλϦϯ άૢ࡞ ஝ੵͨ͠σʔλ͔Β4BHFNBLFSͰϞσϧΛ࡞੒ ͠ނো༧஌Λ࣮ݱ ੨৿ݝ੨৿ࢢ Ռ࣮༻ྫྷଂઃඋ େ੨޻ۀגࣜձ༷ࣾ  ط੒੡඼ʹൺ΂ͯͷίετͰϞχλϦϯάػೳ ΛಋೖՄೳʹ ػثނো͕ΫϨʔϜ͔Βײँ͞ΕΔΠϕϯτʹมԽ

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੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ༷ ৽ܕίϩφ΢Πϧεײછ঱֦େΛड͚ͯҠॅʹ͍ͭͯ ͷ૬ஊձ౳ͷର໘Ͱͷ৘ใఏڙ׆ಈ͕ࠔ೉ʹɻ ΦϯϥΠϯͰͷࢪ࡞ͱ͍͏͜ͱͰ-*/&Λ׆༻ͨ͠ νϟοτϘοτΛ։ൃɻόοΫΤϯυ͸-BNCEBɻ  ΠϯλʔϑΣΠεʹ-*/&Λ࠾༻͢Δ͜ͱͰϢʔβʔ ͷར༻։࢝ͷϋʔυϧ͕Լ͕Γɺ։ൃ޻਺΋গͳ͘ ͯࡁΜͩɻ ໰͍߹Θͤ਺͸͜Ε·ͰͷഒҎ্ʹ૿Ճ͠ɺ໰͍ ߹ΘͤͷՄࢹԽ΋Մೳʹʂ

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੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ૑ۀ೥ʹͳΔถͷྲྀ௨ۀऀɻ ถͷྲྀ௨աఔʹ͓͍ͯɺ໏ฑͷݕ͕ࠪߦΘΕͯ ͍Δ͕ɺଟ͘ͷ৔߹ࢿ֨Λ༗ͨ͠ݕࠪһ͕໨ࢹ ͰݕࠪΛߦ͍ͬͯΔɻ ถཻͷը૾͔Β໏ฑΛ൑ఆ͢ΔϞσϧΛ 4BHF.BLFSͰ࡞੒͠ɺࡱӨ͢Δ͚ͩͰ໏ฑΛ൑ ఆͰ͖ΔεϚʔτϑΥϯΞϓϦΛ։ൃɻ  ݕࠪһͱಉ౳ఔ౓ͷਫ਼౓Λ࣮ݱ͠ɺݱࡏࣾ಺Ͱ ͷར༻Λ։࢝ɻকདྷతʹଞࣾ΁ͷαʔϏεఏڙ ʹ޲͚ͯ४උதɻ

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͜Ε·Ͱ஍ํͰࣄۀΛ΍͖ͬͯͯߟ͍͑ͯΔ͜ͱ 

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Ϋϥ΢υδϟʔχʔ ̍ɹϦϑτ طଘͷΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ Ϧϑτ γϑτ Ϋϥ΢υωΠςΟϒ طଘγεςϜ ਅͷ%9 Ϋϥ΢υ 

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஍ํதখاۀʹ͓͚ΔΫϥ΢υδϟʔχʔ ɹ*5ະಋೖˠ஍ํͰ͸͜͜ͷׂ߹͕ඇৗʹߴ͍ ̍ɹϦϑτ ΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ 

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஍ํதখاۀʹ͓͚ΔΫϥ΢υδϟʔχʔ ɹ*5ະಋೖ ̍ɹϦϑτ ΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ ϦʔϓϑϩοάܕൃలͷՄೳੑ Մೳੑແݶେ 

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஍ํͷࣄۀձࣾ ɹIT୲౰͕͍ͳ͍ ɹ༧ࢉ͕গͳ͍ ஍ํͷITࣄۀऀ ɹϨΨγʔͳϚΠϯυɺΧϧνϟʔ ஍ํதখاۀͷ*5Խ%9Խͷ՝୊ 14

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ϓϩδΣΫτΛਐΊΔ্Ͱͷ੹೚ڞ༗Ϟσϧ͕ҧ͏ ͓٬͞ΜʹϨΠϠʔΛ߹ΘͤͯɺIT/Ϋϥ΢υΛҙࣝͤ͞ͳ͍ ٕज़΍৘ใΛϩʔΧϥΠζͯ͠఻͑Δ શͯΛ೚ͤͯ΋Β͏ؔ܎ੑΛ࡞Δ *5୲౰ෆࡏ໰୊΁ͷΞϓϩʔν 15

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Ϋϥ΢υͷຊདྷͷϝϦοτͰ͋Δ ʮैྔ՝ۚʯ΍ʮΤίγεςϜʯͰղܾՄೳ ϕετϓϥΫςΟε΍ट౎ݍͷࣄྫΛ ஍ํͷαΠζײʹ߹Θͤͯʮਖ਼͘͠ʯϩʔΧϥΠζ͢Δ͜ͱͰࠀ෰Մೳ (͋ͱશࣾϓϩδΣΫτͩͱҙ֎ͱ༧ࢉ͋ͬͨΓ͢Δ) ༧ࢉ͕গͳ͍໰୊΁ͷΞϓϩʔν 16

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ITίϛϡχςΟ →࠷ઌ୺ͷٕज़/ϊ΢ϋ΢ɺϚΠϯυɺ஥ؒɻάϩʔόϧ໨ઢɻ ஍ҬίϛϡχςΟ →஍Ҭɺݱ৔ͳΒͰ͸ͷ՝୊ɻ৴པؔ܎ɻϩʔΧϧ໨ઢɻ ஍Ҭͷࣄۀձࣾ΁ͷΫϥ΢υͰͷࢧԉʹ͸ ʮ֎ͷ΋ͷ͞͠ʯͱʮதͷ΋ͷ͞͠ʯͷ͕྆࣠ඞཁ ίϛϡχςΟͷ໾ׂ 17

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ Ϟμϯ ϚΠϯυ Χϧνϟʔ λʔήοτ ͜͜ͷ࿩ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 18

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Լ੥͚ Ϟμϯ ଟ͍ 
 ஍ํ͚ͩͲߦ͚ͯΔձࣾ ϦϞʔτϫʔΫਓࡐ ϚΠϯυ Χϧνϟʔ λʔήοτ ۭന஍ଳ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 19

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Լ੥͚ Ϟμϯ ଟ͍ 
 ஍ํ͚ͩͲߦ͚ͯΔձࣾ ϦϞʔτϫʔΫਓࡐ ϚΠϯυ Χϧνϟʔ λʔήοτ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 20 ຊ౰͸΍Γ͍ͨ…

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ᶃਓ݄ʹཔΒͳ͍ऩӹϞσϧ 
 MSP / ΞδϟΠϧ / SaaS ͰେܕҊ͕݅গͳ͍஍ํͰετοΫܕͷऩӹج൫Λ֬อ͢Δɻ Ϋϥ΢υͷେ͖ͳϝϦοτ͸ϨόϨοδɺҰٍ౰ઍ͕Մೳɻ ਓޱݮগ͕ਐΉ஍ํʹͰ͸ࢲ͕ͨͪϨόϨοδΛޮ͔ͤͨ࢓ࣄΛ͠ͳ͍ͱଞͷ࢈ۀʹల։ Ͱ͖ͳ͍ɻ ᶄθϩ͔Βͷελʔτ ·ͬ͞Βͳঢ়ଶ͔Β૊৫/ϓϩδΣΫτΛ࡞ΔɻϨΨγʔͳҨ࢈ΛҾ͖ܧ͕ͳ͍ɻ εϞʔϧελʔτͰ΋OKͳͷͰຊؾͷϝϯόʔ͚ͩͰ੒ޭࣄྫΛੵΈॏͶΔɻ ᶅ ৘ใൃ৴ ஍ํͩͱมΘͬͨ͜ͱΛ͢Ε͹໨ཱͪ΍͍͢ɻ͏·͘ར༻͢Δɻ ϏδωεϞσϧͷ޻෉ 21

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Ϟμϯ ϚΠϯυ Χϧνϟʔ λʔήοτ ՝୊/Ϗδωεͷ஍࢈஍ফ Լ੥͚Λܦ༝ͤͣʹ άϩʔόϧԽ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 22

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<·ͱΊ>஍ํͰͷΫϥ΢υ׆༻ͷҙٛ ՝୊ઌਐ஍Ҭ ߴྸԽ ਓޱݮগ ৘ใ Ϧςϥγʔ ෆ଍ ॴಘ֨ࠩ ޙܧऀ ෆ଍ ஍Ҭͷ՝୊Λ஍Ҭͷاۀ͕Ϋϥ΢υ/AI/IoTͰղܾ → Ϗδωεͷ஍࢈஍ফ Ϋϥ΢υ׆༻ʹΑΔޮ཰Խ ݱ࣮ੈք΁޿͕Δ"**P5ٕज़ ஍ํͷϓϨΠϠʔ ίϛϡχςΟϑΝʔετ ஍ํͷ՝୊ղܾˠ౦ژΛܦ༝ͤͣʹάϩʔόϧԽ