地方でこそクラウドは輝く～クラウドとコミュニティで田舎DXを実現～ / ohenro2021-tachibana

by Takuya Tachibana

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גࣜձࣾϔϓλΰϯ ཱՖ୓໵ ஍ํͰͦ͜Ϋϥ΢υ͸ً͘ ʙΫϥ΢υͱίϛϡχςΟͰాࣷ%9Λ࣮ݱʙ #jawsug #cloudohenro

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ࣗݾ঺հ ཱՖ ୓໵ (37) ੨৿ݝࡾ୔ࢢੜ·Ε גࣜձࣾϔϓλΰϯ୅දऔక໾ JAWS-UG౦๺ / JAWS-UG2016શࠃ୅ද AWS Summit 2017 ι΢ϧ/๺ژ εϐʔΧʔ ʮޮՌతͳಋೖɾӡ༻ͷͨΊͷ Amazon Web Services׆༻ೖ໳ʯஶऀ APN Ambassador

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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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ϔϓλΰϯͷαʔϏε

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

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ਓؒྗ ࢲͨͪͷಇ͖ํ ձࣾͷಛ௃ શһ͕ΤϯδχΞͷখ͞ͳڧ͍νʔϜ   ্࢘ͷܾࡋ͸ͳ͘શ͕ͯࣗݾࡋྔɹ څྉबۀ࣌ؒٳՋܦඅϑϧϦϞʔτϫʔΫ   ࣾ಺৘ใϑϧΦʔϓϯʢ΍ΓͱΓܦӦঢ়گڅྉʣ   TFMGIBDLUJNF बۀ࣌ؒதʹۀ຿Ҏ֎ͷ͜ͱΛ΍Δ͜ͱͰਓؒੑΛߴΊΔ   ࣾ֎ͷਓΛೖΕͨࣾ಺ϛʔςΟϯά   ษڧձɺΠϕϯτɺίϛϡχςΟ΁ͷࢀՃඅ͸શֹձࣾෛ୲ Ϋϥ΢υωΠςΟϒͳੈք - Ϋϥ΢υͷઐ໳஌ࣝ/ٕज़ΛਂΊΔ - ٕज़ͷਐา͕ਐΊ͹ਐΉ΄Ͳਓʹ͔͠Ͱ͖ ͳ͍͜ͱ͕ٻΊΒΕΔ ίϛϡχςΟϑΝʔετͳੈք - ઐ໳஌ࣝΛਂΊΔͨΊʹ͸ίϛϡχςΟॏཁ - ΠϊϕʔγϣϯΛىͨ͜͢Ίʹ͸ଞऀͱͷܨ ͕Γ͕େࣄ

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ࣄྫ঺հ

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੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ελοϑ਺໊ɺར༻ऀ਺໊ͷΞοτϗʔϜͳ খن໛հޢࢪઃ ར༻ऀͷՈ଒޲͚ʹຖ݄Ϩϙʔτ΍ΞϧόϜΛ ࡞੒͞Ε͍ͯΔ

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੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ར༻ऀҰਓҰਓʹݸผͷϨϙʔτ΍ΞϧόϜΛ࡞੒͍ͯ͠Δ͕ɺେྔͷࣸਅΛར༻ऀ ͝ͱʹৼ෼͚Δ࡞ۀ͸ελοϑ͕ுΓ෇͖Ͱ̍೔͕͔Γͷ࡞ۀͱͳ͍ͬͯͨ ຊۀͷհޢͰ͸ͳ͍࢓ࣄ͕ͩར༻ऀ΍Ո଒͕تΜͰ͘ΕΔେ੾ͳ࢓ࣄͳͷͰࢭΊΔ͜ ͱ͸ͨ͘͠ͳ͍ ՝୊ ػցֶश༻͍ͨը૾෼ੳαʔϏε"NB[PO3FLPHOJUJPOΛ༻͍ͯɺ͍ࣸͬͯΔਓ෺͝ͱ ʹࣸਅΛৼΓ෼͚ΔγεςϜΛ։ൃ ղܾࡦ

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੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ޮՌ ͓٬༷ͷ੠ ຊۀͰ͋Δհޢʹׂ࣌ؒ͘Λ૿΍͢͜ͱ͕Ͱ͖ΔΑ͏ʹͳΓ·ͨ͠ɻ·ͨɺৼ෼͚࡞ۀ ΛؾʹͤͣΑΓଟ͘ͷࡱӨ͕Ͱ͖ΔΑ͏ʹͳΓར༻ऀՈ଒ʹ͞ΒʹتΜͰ΋Β͑ΔΑ͏ ʹͳΓ·ͨ͠ɻ ਺ඦຕͷࣸਅ΋਺ඵͰਓ෺ إ ͝ͱʹৼΓ෼͚͕Մೳʹ ࠷௿ݶͷػೳͷΈΛ࣮૷͢Δ͜ͱͰಋೖίετΛ཈͑ɺӡ༻අ༻ʹ͍ͭͯ΋αʔόϨε ͳαʔϏε͚ͩͰߏ੒͢Δ͜ͱͰैྔ՝ۚͰ݄ʑͷར༻ྉ΋਺ඦԁఔ౓

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੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ͜Ε·Ͱ͸༧ࢉͷ໰୊Ͱ*5ԽͷԸܙΛड͚ΒΕͳ͔ͬͨ খن໛ࣄۀऀͰ΋Ϋϥ΢υͳΒۀ຿ޮ཰Խߴ෇ՃՁ஋Խ͕Մೳ

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੨৿ࢢʹ͋Δۀ຿༻ྫྷଂݿϝʔΧʔͱͯ͠શࠃ֤஍΁ઃඋͷೲೖϝϯςφϯε ੨৿ݝ੨৿ࢢ Ռ࣮༻ྫྷଂઃඋ େ੨޻ۀגࣜձ༷ࣾ

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੨৿ݝ੨৿ࢢ େ੨޻ۀגࣜձ༷ࣾ ྫྷଂઃඋͷނো͕Ն৔ʹूத͢ΔͨΊਓһͷ֬อ͕ࠔ೉ʹͳΔ৔߹͕͋Δ ઃඋΛϦϞʔτ੍ޚ͢Δػث͸ࢢൢ͞Ε͍ͯΔ͕ඇৗʹߴՁ ઃඋͷނোʹΑΓݿ಺ͷ෺඼͕μϝʹͳΔ͜ͱ΋ʜ ՝୊ ઃඋͷج൫΍ηϯαʔΛ֎෦͔Β֬ೝ੍ޚͰ͖Δ*P5γεςϜΛ"84্ʹߏங *P5DPSF ηϯαʔσʔλΛجʹނোΛ༧஌͢Δ"*ϞσϧΛ"NB[PO4BHF.BLFSͰ։ൃ ղܾࡦ

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੨৿ݝ੨৿ࢢ େ੨޻ۀגࣜձ༷ࣾ ޮՌ ͓٬༷ͷ੠ ຊγεςϜͷಋೖʹΑΓ८ճϝϯςφϯεͷίετ͕௿ݮ͕ظ଴Ͱ͖Δ͚ͩͰͳ͘ɺ͜ Ε·ͰΫϨʔϜͱͳ͍ͬͯͨઃඋނো͕ࣄલ࿈བྷ͕ՄೳͱͳΓت͹ΕΔΠϕϯτʹมԽ͠ ·ͨ͠ɻαʔϏεͷ޲্ʹΑΓސ٬ͱͷؔ܎΋ڧԽͰ͖·ͨ͠ɻ ͜Ε·Ͱݱ஍Ͱ͔͠Θ͔Βͳ͔ͬͨઃඋͷঢ়گΛϦΞϧλΠϜͰ೺ѲͰ͖ΔΑ͏ʹͳ Γɺނো༧ஹΛݕ஌ͨ͠ࡍʹ͸঎඼ʹӨڹ͕ग़ΔલʹରࡦΛଧͭ͜ͱ͕Մೳʹ ԕִ؂ࢹγεςϜͷಋೖίετ͸͜Ε·Ͱͷʹܰݮ

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IUUQTBXTBNB[PODPNKQTPMVUJPOTDBTFTUVEJFTUBJTFJIFQUBHPO

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੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ༷ ࡾ୔ࢢ͸ʮॅΈͨ͘ͳΔ֗ʯΛ໨ࢦ͠ɺਓޱݮগղܾͷͨΊʹҠॅఆॅ৘ ใͷൃ৴Λੵۃతʹߦ͍ͬͯ·͢ɻ ϗʔϜϖʔδͰͷ৘ใൃ৴ͷ΄͔ʹ౦ژ౎ͰͷҠॅϑΣΞɺ૬ஊձͳͲΛ ௨ͯ͡৘ใఏڙΛߦ͍ͬͯ·ͨ͠ɻ

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৽ܕίϩφ΢Πϧεײછ঱֦େΛड͚ͯ૬ஊձ౳ͷର໘Ͱͷ৘ใఏڙ׆ಈ͕Ͱ͖ͳ͘ ͳͬͨ ΋ͬͱؾܰʹࡾ୔ࢢͷ͜ͱΛ஌ͬͯ΋ΒͬͨΓɺࡾ୔ࢢͷҠॅʹ͍ͭͯߟ͑ͯ΋Β͍ ͍ͨ ՝୊ -*/&Λ׆༻ͨ͠'"2γεςϜΛ։ൃ όοΫΤϯυͷϩδοΫ͸"84্ͰαʔόϨεͳ؀ڥΛߏங ੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ༷ ղܾࡦ

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ޮՌ ͓٬༷ͷ੠ ୹͍։ൃظؒͰ༧ࢉ΋ݶΒΕͨதͰରԠ͍͖ͯͨͩ͠େมײँ͍ͯ͠·͢ɻ஍ݩͷاۀͱ ҰॹʹϓϩδΣΫτΛਐΊΔ͜ͱ͕Ͱ͖ͯΑ͔ͬͨͰ͢ɻ ϑϩϯΤϯυ͸-*/&Λ׆༻͢Δ͜ͱͰ։ൃ޻਺ظؒΛେ͖͘࡟ݮ Ϣʔβʔʹͱͬͯ΋ωΠςΟϒΞϓϦͷμ΢ϯϩʔυ͕ෆཁͰؾܰ ʹ࢖͍࢝ΊΒΕΔ ໰͍߹ΘͤཤྺΛ஝ੵ͢Δ͜ͱͰ͜Ε·Ͱ೺ѲͰ͖͍ͯͳ͔ͬͨ՝ ୊΍ཁ๬Λ೺Ѳ ੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ༷

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੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ૑ۀ೥ʹͳΔถͷྲྀ௨ۀऀɻ ϖοτϘτϧʹถΛ෧ೖͨ͠ʮ΃Ϙϥʯͷ੡଄ ൢച΋ߦ͍ͬͯΔ

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ถͷྲྀ௨աఔʹ͓͍ͯɺ໏ฑͷݕ͕ࠪߦΘΕ͍ͯΔ͕ɺଟ͘ͷ৔߹ࢿ֨Λ༗ͨ͠ݕࠪ һ͕໨ࢹͰݕࠪΛߦ͍ͬͯΔ %/"ݕࠪ΋ߦΘΕ͍ͯΔ͕ඇৗʹߴՁͳͨΊશྔݕࠪ͸೉͍͠ ෆਖ਼ࠞೖͳͲ͕ൃੜ͢Δͱେ໰୊ͱͳΔͨΊɺݕࠪһ΁ͷਫ਼ਆతෛ୲͕େ͖͍ ՝୊ ถཻͷը૾͔Β໏ฑΛ൑ఆ͢Δ"*ϞσϧΛ"NB[PO4BHF.BLFSͰ࡞੒͠ɺࡱӨ͢Δ͚ͩ Ͱ໏ฑΛ൑ఆͰ͖ΔεϚʔτϑΥϯΞϓϦΛ։ൃ ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ղܾࡦ

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ޮՌ ͓٬༷ͷ੠ Կ౓΋ώΞϦϯάͷͨΊʹݱ৔΁଍ΛӡΜͰ͍͖ͨͩɺݱ৔Ͱ ͷ࡞ۀ΍ݕࠪһͷ໨ͷ෇͚ॴΛγεςϜʹམͱ͠ࠐΜͰ͘Εͨ ͔Βͦ͜ࠓճͷਫ਼౓͕࣮ݱͰ͖ͨͱࢥ͍·͢ɻ஍ݩͷاۀͱ͜ ͷΑ͏ͳߴ౓ͳϓϩδΣΫτΛਐΊΔ͜ͱ͕Ͱ͖ͯඇৗʹָ͠ ͔ͬͨɻ ࢿ֨Λ༗ͨ͠ݕࠪһͱಉ౳Ҏ্ͷਖ਼ղ཰Λ"*Ͱ࣮ݱ ࠓޙશࠃͷݕࠪػؔ΁ͷීٴΛ໨ࢦ͠αʔϏεͷ४උத ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷

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஍ݩͰͷίϛϡχςΟ׆ಈ ੨৿ݝίϩφ৘ใαΠτ ݝ಺ͷίϩφײછൃੜ͔Β࣌ؒͰ*5ؔ܎ऀ༗ࢤ͕αΠτΛ ্ཱͪ͛ɻͦͷޙ੨৿ݝ΁ৡ౉͠ɺݝͷެࣜαΠτͱͯ͠ӡ ༻͕ଓ͚ΒΕ͍ͯΔɻ ݝ಺ֶੜͷ$&4 ϥεϕΨε ೿ݣ ݝ಺ͷاۀ͕εϙϯαʔͱͳΓɺݝ಺ͷֶੜΛϥεϕΨεͰ ߦΘΕΔੈք࠷େͷలࣔձ΁ແྉͰ೿ݣɻ ؼࠃޙʹεϙϯαʔاۀ΁ͷϨϙʔτ࡞੒΍ൃදձΛ࣮ࢪ

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஍ݩͰͷίϛϡχςΟ׆ಈ ֶߍͰͷߨԋ ஍ݩͷখதߴੜ΁޲͚ͯͷ৬ۀߨ࿩Λ࣮ࢪɻ ஍ݩொ಺ձͷ*5Խ ஍ݩொ಺ձͰߴྸऀͷෆཁʹͳͬͨϞϊΛϑϦϚΞ ϓϦͰൢച͢ΔऔΓ૊Έ΍-*/&Λ࢖ͬͨిࢠճཡ൘ Λఏڙɻ

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͜Ε·ͰాࣷͰࣄۀΛ΍͖ͬͯͯ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՝୊ 32

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ϓϩδΣΫτΛਐΊΔ্Ͱͷ੹೚ڞ༗Ϟσϧ͕ҧ͏ ͓٬͞ΜʹϨΠϠʔΛ߹ΘͤΔ ٕज़΍৘ใΛϩʔΧϥΠζͯ͠఻͑Δ IT/Ϋϥ΢υΛҙࣝͤͣ͞ʹ શͯΛ೚ͤͯ΋Β͏ؔ܎ੑΛ࡞Δ *5୲౰ෆࡏ໰୊΁ͷΞϓϩʔν 33

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Ϋϥ΢υͷຊདྷͷϝϦοτͰ͋Δ ʮैྔ՝ۚʯ΍ʮΤίγεςϜʯͰղܾՄೳ AWSͷൃ৴͢ΔϕετϓϥΫςΟε΍ट౎ݍͷࣄྫΛ ஍ํͷαΠζײʹ߹Θͤͯʮਖ਼͘͠ʯϩʔΧϥΠζ͢Δ͜ͱͰࠀ෰Մೳ (͋ͱશࣾϓϩδΣΫτͩͱҙ֎ͱ༧ࢉ͋ͬͨΓ͢Δ) ༧ࢉ͕গͳ͍໰୊΁ͷΞϓϩʔν 34

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ITίϛϡχςΟ →࠷ઌ୺ͷٕज़/ϊ΢ϋ΢ɺϚΠϯυɺ஥ؒɻάϩʔόϧ໨ઢɻ ஍ҬίϛϡχςΟ →஍Ҭɺݱ৔ͳΒͰ͸ͷ՝୊ɻ৴པؔ܎ɻϩʔΧϧ໨ઢɻ ஍Ҭͷࣄۀձࣾ΁ͷΞϓϩʔνʹ͸ ʮ֎ͷ΋ͷ͞͠ʯͱʮதͷ΋ͷ͞͠ʯͷ͕྆࣠ඞཁ ίϛϡχςΟͷ໾ׂ 35

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ Ϟμϯ ϚΠϯυ Χϧνϟʔ λʔήοτ ͜͜ͷ࿩ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 36

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Լ੥͚ Ϟμϯ ଟ͍   ஍ํ͚ͩͲߦ͚ͯΔձࣾ ϦϞʔτϫʔΫਓࡐ ϚΠϯυ Χϧνϟʔ λʔήοτ ۭന஍ଳ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 37

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Լ੥͚ Ϟμϯ ଟ͍   ஍ํ͚ͩͲߦ͚ͯΔձࣾ ϦϞʔτϫʔΫਓࡐ ϚΠϯυ Χϧνϟʔ λʔήοτ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 38 ຊ౰͸΍Γ͍ͨ…

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ϩʔΧϧ άϩʔόϧ ϨΨγʔ ଟ͍ ஍৔ʹࠜͨ͟͠ੲ͔Βͷձࣾ͞Μ Ϟμϯ ϚΠϯυ Χϧνϟʔ λʔήοτ Ϗδωεͷ஍࢈஍ফ ౦ژΛܦ༝ͤͣʹ άϩʔόϧԽ ஍ํͷ*5ࣄۀऀͷ෼෍੒௕ύε 39

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ᶃਓ݄ʹཔΒͳ͍ϏδωεϞσϧ   MSP / ΞδϟΠϧ / SaaS Ϋϥ΢υͷେ͖ͳϝϦοτ͸ϨόϨοδɺҰٍ౰ઍ͕Մೳɻ ਓޱݮগ͕ਐΉ஍ํʹͰ͸ࢲ͕ͨͪϨόϨοδΛޮ͔ͤͨ࢓ࣄΛ͠ͳ͍ͱଞͷ࢈ۀʹ ల։Ͱ͖ͳ͍ɻ ᶄθϩ͔Βͷελʔτ ·ͬ͞Βͳঢ়ଶ͔Β૊৫/ϓϩδΣΫτΛ࡞ΔɻϨΨγʔͳҨ࢈ΛҾ͖ܧ͕ͳ͍ɻ εϞʔϧελʔτͰ΋OKɻ ᶅ ৘ใൃ৴ ஍ํͩͱมΘͬͨ͜ͱΛ͢Ε͹໨ཱͪ΍͍͢ɻ͏·͘ར༻͢Δɻ ϏδωεϞσϧͷ޻෉ 40

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ࣄۀձࣾͰ΋ITձࣾͰ΋෦෼࠷దԽΛੵΈ্͛ͯ੒ޭମݧΛ࡞͍ͬͯ͘ தখاۀ͸෦෼࠷దԽͰ͖Ε͹ΠϯύΫτେ͖͍ ੒ޭମݧ͕ϚΠϯυ΍ΧϧνϟʔΛม͑Δ͖͔͚ͬʹͳΔ ాࣷ%9΁ͷಓͷΓ 41

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஍ํʹ͓͚Δ$$P&ͱ಺੡Խ 42

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*5෦໳ ಺੡Խ $$P& ࣄۀ෦໳ ΤϯλʔϓϥΠζ $$P& $MPVE$FOUFSPG&YDFMMFODF اۀ಺ͰΫϥ΢υԽΛਪਐ͍ͯͨ͘͠Ίͷઐ໳νʔϜ $$P&ͱ಺੡Խ ಺੡Խ ֎෦ϕϯμʔ͚ͩʹཔΒͣࣾ಺Ͱ΋Ϋϥ΢υωΠςΟ ϒͳΞϓϦέʔγϣϯΛ։ൃӡ༻Ͱ͖ΔΑ͏ʹ

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*5෦໳ $$P& ࣄۀ෦໳ ΤϯλʔϓϥΠζ ϨΨγʔͳ*5ձࣾ ஍Ҭͷ$$P& ࣄۀձࣾ ஍Ҭ ాࣷʹ͓͚Δ$$P& 44

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*5෦໳ ಺੡Խ $$P& ࣄۀ෦໳ ΤϯλʔϓϥΠζ ϨΨγʔͳ*5ձࣾ ಺੡Խ ஍Ҭͷ$$P& ࣄۀձࣾ ஍ํ ాࣷʹ͓͚Δ಺੡Խ 45

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஍ํ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