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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. T O K Y O 2 0 1 9 . 1 0 . 0 3 - 0 4 AWS׆༻Ͱ͢͢Ή ஍ํ/தখاۀͷήʔϜνΣϯδ Takuya tachibana CEO heptagon inc. #AWSDevDay

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣗݾ঺հ ཱՖ ୓໵ (35) SNSɿbiatunky ੨৿ݝੜ·Εઋ୆ܦ༝੨৿ݝࡏॅ݁ߏઋ୆ גࣜձࣾϔϓλΰϯ୅දऔక໾ JAWS-UG౦๺ JAWS-UG2016શࠃ୅ද AWS Summit 2017 ι΢ϧ/๺ژ εϐʔΧʔ ʮޮՌతͳಋೖɾӡ༻ͷͨΊͷ Amazon Web Services׆༻ೖ໳ʯஶऀ ޷͖ͳAWSαʔϏεɿAWS IoT core

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ձࣾ֓ཁ ໊ࣾ גࣜձࣾϔϓλΰϯ IFQUBHPOJOD ཧ೦ إΛ஌Βͳ͍ສਓͷ޾ͤΑΓ΋ ࣗ෼ͨͪͷ਎ۙͳਓΛςΫϊϩδʔͰ޾ͤʹ ୅ද ཱՖ୓໵ ڌ఺ ੨৿ݝࡾ୔ࢢɺٶ৓ݝઋ୆ࢢ ૑ۀ ೥݄̓ ࣄۀ Ϋϥ΢υಋೖʹؔ͢ΔίϯαϧςΟϯά Ϋϥ΢υͷߏஙอकӡ༻ Ϋϥ΢υωΠςΟϒͳ։ൃ גࣜձࣾϔϓλΰϯ͸ ϕΨϧλઋ୆ɺγϯτʹτϩΠσϯVV ΛԠԉ͍ͯ͠·͢ɻ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਓؒྗ ࣾ಺ͰͷऔΓ૊Έ ษڧձɺΠϕϯτ͸ࢀՃඅ͸શֹαϙʔτ ίϛϡχςΟϑϧίϛοτ TFMGIBDLUJNF बۀ࣌ؒதʹۀ຿Ҏ֎ͷ޷͖ͳ͜ͱΛ΍Δ  ࣾ֎ͷਓΛೖΕͨࣾ಺ϛʔςΟϯά ࣾ಺৘ใϑϧΦʔϓϯʢ΍ΓͱΓച্څྉʣ ܾࡋ͸ͳ͘શ͕ͯࣗݾࡋྔɹ बۀ࣌ؒٳՋܦඅग़ுϑϧϦϞʔτϫʔΫ Ϋϥ΢υωΠςΟϒͳੈք - ઐ໳஌ࣝΛਂΊΔ - ٕज़ͷਐา͕ਐΊ͹ਐΉ΄Ͳਓʹ͔͠Ͱ͖ͳ͍ ͜ͱ͕ٻΊΒΕΔ ίϛϡχςΟϑΝʔετͳੈք - ઐ໳஌ࣝΛਂΊΔͨΊʹ͸ίϛϡχςΟॏཁ - ΠϊϕʔγϣϯΛىͨ͜͢Ίʹ͸ଞऀͱͷܨ͕ Γ͕େࣄ ࢲͨͪͷಇ͖ํ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ϔϓλΰϯͷαʔϏε

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ౦๺ͷ͓٬༷ Ҋ݅ϕʔεͰׂҎ্͕౦๺ͷҊ݅ ࣾϓϩδΣΫτΛ௒͑Δ౦๺ͷϓϩδΣΫτΛΫϥ΢υͰՔಇ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ౦๺ͷاۀαʔϏε͕ "84Λҙࣝͤͣʹ "84ͷϝϦοτΛڗड

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷઐۀͷ$*FS.41

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷͷҊ݅ͷಛ௃ ݄ʑͷ༧ࢉ͕ԁ͔͠ͳ͍Αʂ ΞΫηε͸݄17΋͋ΔΑʂ αʔόམͱͪ͠ΌμϝͩΑ ͨ·ʔʔʔʹϝσΟΞʹͰΔΑ *5Θ͔Δ୲౰ऀ͍ͳ͍Α ͳΜ͔վ͟Μͱ͔χϡʔεͰ΍ͬͯͯා͍͔ΒηΩϡϦςΟ΋ͪΌΜͱ΍ͬͯͶ ΞϚκϯͬͯ௨ൢͷʁ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷҊ݅ͷಛੑ ίετ΍τϥϑΟοΫҎ֎ʹٻΊΒΕΔ ΠϯϑϥͷΫΦϦςΟ͸ن໛ʹ͋·Γؔ܎ͳ͍

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Ϧϑτ(5೥஗Ε) γϑτ(3೥஗Ε) Ϋϥ΢υωΠςΟϒ (ͦΜͳʹϥά͕ͳ͍) Ϋϥ΢υಋೖʹ͓͚Δڞ௨ύλʔϯ ΦϯϓϨ Ϋϥ΢υ ट౎ݍͷٕज़τϨϯυ͕౦๺ͷاۀ΁ͷਁಁ͢Δ· ͰͷλΠϜϥά͕গͣͭ͠୹͘ͳ͍ͬͯΔ ஍ํͰͷΫϥ΢υδϟʔχʔ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣄྫผ 1 - WEBҊ݅ 2 - αʔόϨεҊ݅ 3 - IoT / ػցֶशҊ݅

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. WEBҊ݅ͰͷAWS׆༻ Ϩϯλϧαʔό΍714ͳͲ͔ΒͷҠઃ Ϧϑτ ͕ଟ͍ طଘͷ؀ڥʹԿΒ͔ͷ໰୊Λ๊͍͑ͯΔέʔεͰ૬ஊ͞ΕΔέʔε͕ଟ͍ ཁ݅ʹ"84͕ඞਢͳέʔε΋ ׂΓ੾ͬͯγϯάϧߏ੒΋ଟ͍ ̏ɺ̐೥΄Ͳલ͔ΒҊ݅૿

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣗࣾαΠτɺΦ΢ϯυϝσΟΞͳͲෳ਺ͷαΠτϝʔϧΛϨϯλϧαʔόͰӡ༻͞Ε͍͕ͯͨɺ࣌ؒଳʹ Αͬͯදࣔʹ͕͔͔࣌ؒͬͨΓɺهࣄͷฤूͳͲ؅ཧۀ຿ʹ΋͕͔͔࣌ؒΓετϨεΛ๊͍͑ͯͨɻ "84্ͰϨϯλϧαʔόͱಉ༷ʹෳ਺υϝΠϯΛऩ༰Ͱ͖Δ؀ڥΛߏங͠શ໘Ҡઃɻಉ࣌ʹνϡʔχϯάΛ ߦ͏͜ͱͰɺදࣔ଎౓͕େ͖͘վળ͠ɺ؅ཧ΋ετϨεͳ͘ߦ͑ΔΑ͏ʹͳͬͨɻ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Ϩϯλϧαʔό͔Β"84΁Ϧϑτ͢Δ͚ͩͰฏۉͷදࣔ଎౓͕େ͖͘վળ ίϯςϯπΞϓϦͷมߋ͸Ұ੾ͳ͠ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 714Ͱ8&#ϝσΟΞΛӡ༻͞Ε͍͕ͯͨɺࣾ಺ʹΠϯϑϥ୲౰͕͓ΒͣΞΫηεूத࣌΍ো֐ ࣌ɺηΩϡϦςΟΠϯγσϯτൃੜ࣌ͳͲτϥϒϧ࣌ʹͲ͏͢Δ͜ͱ΋Ͱ͖ͳ͍ঢ়ଶͩͬͨɻ "84΁શ໘ҠߦฐࣾͷϑϧϚωʔδυαʔϏεΛ͓࢖͍͍ͨͩ͘͜ͱͰɺΠϯϑϥͷ͜ͱ͸ؾ ʹͤͣʹຊۀͰ͋ΔαʔϏε։ൃϝσΟΞӡӦʹઐ೦Ͱ͖ΔΑ͏ʹͳͬͨɻ ੨৿ݝࡾ୔ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ௒ߴ଎νϡʔχϯάࡁΈͷ8PSE1SFTT͕͙͢ʹ࢖͑Δ ".*.050".*Λ࠾༻ ίϯςϯπ࡞੒ͷϓϩ8PSE1SFTTͷϓϩ"84ͷӡ༻อक ͷϓϩͷ͕̏ࣾἧ͏͜ͱͰྑ࣭ͳίϯςϯπ഑৴͕ߴ଎͔ͭ ҆ఆͯ͠഑৴Մೳʹ ੨৿ݝࡾ୔ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ৽੡඼ͷϦϦʔεʹ߹Θͤͯɺ8&#αΠτΛ"84্ ΁ߏங ϚʔέςΟϯάʹ΋ྗΛೖΕ͓ͯΓɺ೔ຊϚʔέςΟ ϯάେ৆঑ྭ৆ͳͲ΋ड৆ ςϨϏ΍৽ฉͳͲͷϝσΟΞ΁ͷ࿐ग़΋සൟʹొ৔ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. &$UΠϯελϯε୆Ͱӡ༻ ϝσΟΞ࿐ग़ͳͲΞΫηε͕ݟࠐ·ΕΔ͚࣌ͩ&$Λεέʔϧ Ξοϓ͢Δ͜ͱͰίετΛ࡟ݮ $MPVE'MBSFΛར༻͢Δ͜ͱͰɺτϥϑΟοΫΛΦϑϩʔυ͠ సૹඅ༻Λ཈͑ͭͭ΋ίϯςϯπ഑৴Λ࠷దԽ ٶ৓ݝઋ୆ࢢ CloudFlare

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. αʔόϨεҊ݅ͰͷAWS׆༻ 10$৽نࣄۀ৽نαʔϏεͰͷಋೖ গ͠Ͱ΋ݻఆඅΛ཈͍͑ͨ ̎ɺ̏೥΄Ͳલ͔Β૿͑࢝Ί͍ͯΔҹ৅

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ख࡞ۀͰߦ͍ͬͯͨࣾ಺ͷ౷ܭॲཧΛ৽ͨʹγ εςϜԽ͍ͨ͠ͱ͍͏ϦΫΤετ ͨͩ͠ෆఆظʹൃੜ͢Δۀ຿ͷͨΊݻఆతͳί ετ͸͔͚ͨ͘ͳ͍ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ௿ίετ͔ͭඇৗʹߴ଎ͰεέʔϥϒϧͳγεςϜ ΛαʔόϨεͰߏங 4ʹॲཧલͷσʔλΛΞοϓϩʔυ͢Δͱ-BNCEB ͕ىಈ͞Ε౷ܭॲཧ͕ߦΘΕΔ ॲཧ͕׬ྃ͢Δͱϝʔϧ௨஌͕ಧ͖ɺ݁ՌϑΝΠϧ Λ4͔Βμ΢ϯϩʔυ ਺͔͔͍࣌ؒͬͯͨۀ຿͕਺෼Ͱ׬ྃ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ϗςϧ޲͚ύοέʔδͷҰͭͱͯ͠ ଺ࡏऀ޲͚ʹϗςϧपลͷ؍ޫ৘ใ ଟݴޠ Λఏڙ͢ΔγεςϜΛ"84্Ͱ৽ن։ൃ ৽ػೳͷͨΊεϞʔϧελʔτͰ࢝Ί͍ͨ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. "1*(BUFXBZɺ-BNCEBɺ%ZOBNP%#ɺ4 Λ૊Έ߹ΘͤͯαʔόϨεͰߏ੒ ϗςϧ಺ͷ୺຤͔Β؍ޫ৘ใΛϦΫΤετ͢ Δͱ֎෦ͷ"1*͔Β৘ใΛऔಘ͠ɺઃఆݴޠ ʹ߹Θͤͨ຋༁Λߦͬͨ݁ՌΛ୺຤΁ฦ͢ Ұ౓ϦΫΤετ͕͋ͬͨ৘ใ͸%ZOBNP%# ΁ΩϟογϡΛߦ͏ ϗςϧ֎͔Β΋ΞΫηε͕Ͱ͖ΔΑ͏ʹϦΫ Τετ͞Εͨ؍ޫ৘ใΛ4্Ͱ΢Σϒϗε ςΟϯά΋ߦ͏ ٶ৓ݝઋ୆ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. IoT / ػցֶशҊ݅ͰͷAWS׆༻ *5اۀ*5෦໳Ͱ͸ͳ͘ඇ*5اۀͷશࣾతͳϓϩδΣΫτͱͯ͠૬ஊ͞ΕΔέʔε͕ଟ͍ ࿑ಇू໿ܕͷ࡞ۀΛޮ཰Խ͍ͨ͠ ଐਓతͳ࡞ۀΛ࢓૊ΈԽ͍ͨ͠ ̍͜͜೥΄ͲͰ૿͑࢝Ί͍ͯΔ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਺໊ͷελοϑͰӡӦ͞Ε͍ͯΔΞοτϗʔϜͳখن໛հޢࢪઃ ఆظతʹར༻ऀʹҰਓҰਓʹΞϧόϜΛ࡞੒͍ͯ͠Δ͕ େྔͷࣸਅΛར༻ऀ͝ͱͷৼ෼͚࡞ۀ͕ελοϑ͕ுΓ෇͖Ͱ̍೔͕͔Γͷ࡞ۀͱͳ͍ͬͯͨ ੨৿ݝࡾ୔ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4ʹࣸਅΛΞοϓϩʔυ͢Δ͚ͩͰ "NB[PO3FLPHOJUJPO͕إ͝ͱʹࣸਅͷৼ෼͚Λ ࣮ߦ͢ΔγεςϜΛ։ൃ ࠷௿ݶͷػೳ͚ͩͷ࣮૷ͱ͠։ൃίετΛ཈͑ɺ ҡ࣋අ༻΋΄ͱΜͲ͔͔Βͳ͍γεςϜʹ ਺ඦຕͷࣸਅ΋਺ඵͰॲཧ͕Մೳʹ ຊۀͰ͋Δհޢʹׂ࣌ؒ͘Λ૿΍͢͜ͱ͕Ͱ͖ͨ ৼ෼͚࡞ۀΛؾʹͤͣΑΓଟ͘ͷࡱӨ͕Ͱ͖ΔΑ͏ʹͳΓར༻ऀՈ଒ʹ͞ΒʹتΜͰ΋Β͑ΔΑ͏ʹ ͜Ε·Ͱ͸༧ࢉͷ໰୊Ͱ*5ԽͷԸܙΛड͚ΒΕͳ͔ͬͨখن໛ࣄۀऀͰ΋"84ͳΒۀ຿ޮ཰Խߴ෇ՃՁ஋ Խ͕Մೳ ੨৿ݝࡾ୔ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ੨৿ݝࡾ୔ࢢ ɺࣄલొ࿥ ࣄલʹ4ʹར༻ऀ͞ΜͷࣸਅΛΞοϓϩʔυ͠ɺ 3FLPHOJUJPOʹإΛొ࿥ ࢯ໊ΛϑΝΠϧ໊ͱ͍ͯ͠ΔͷͰɺإ*%ͱ໊લͷඥ ෇͚Λ%ZOBNP%#Ͱ؅ཧ ɺৼΓ෼͚࡞ۀ ࡱΓཷΊͨࣸਅΛ4΁Ξοϓϩʔυ͢Δͱ ར༻ऀ͞Μ͝ͱͷϑΥϧμʹࣸਅ͕ৼΓ෼͚͞ΕΔ 4͔ΒࣸਅΛμ΢ϯϩʔυͯ͠ΞϧόϜΛ࡞੒

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ͜Ε·Ͱ͸͓٬༷͔Βͷ࿈བྷͰྫྷଂઃඋͷނোҟৗΛ஌Δ͜ͱ͕ଟ͘ɺ ঎඼ྼԽʹΑΔଛࣦ͕ൃੜ͠ͳ͍Α͏ʹۓٸͷରԠमཧ͕ඞཁ ੨৿ࢢʹ͋Δۀ຿༻ྫྷଂݿϝʔΧʔͱͯ͠શࠃ֤஍Ͱઃඋͷೲೖϝϯςφϯε ੨৿ݝ੨৿ࢢ Ռ࣮༻ྫྷଂઃඋ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ྫྷଂઃඋͷηϯαʔσʔλΛ"84্ʹอଘ ͠"NB[PO4BHF.BLFSΛ༻͍ͨػցֶशʹ ΑΔҟৗݕ஌γεςϜΛ։ൃ ͜Ε·Ͱݱ஍Ͱ͔͠Θ͔Βͳ͔ͬͨઃඋͷ ঢ়گΛϦΞϧλΠϜͰ೺ѲͰ͖ΔΑ͏ʹͳ Γɺނো༧ஹΛݕ஌ͨ͠ࡍʹ͸঎඼ʹӨڹ ͕ग़ΔલʹରࡦΛଧͭ͜ͱ͕Մೳʹ ੡඼ͷՁ஋Λ޲্ ८ճϝϯςφϯεͷίετ͕௿ݮ ͜Ε·ͰΫϨʔϜͱͳ͍ͬͯͨઃඋނো͕ࣄલ࿈བྷ͕ՄೳͱͳΓت͹ΕΔΠϕϯτʹมԽ ੨৿ݝ੨৿ࢢ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. IUUQTBXTBNB[PODPNKQTPMVUJPOTDBTFTUVEJFTUBJTFJIFQUBHPO

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. σʔλऩू/ՄࢹԽ NRUUͰσʔλૹ৴͞ΕΔͷͰσʔλΛ4΁อଘ ՄࢹԽʹඞཁͳσʔλΛ3%4ʹอଘͯ͠Ӿཡ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ֶश ؅ཧը໘͔Βֶश༻ͷσʔλΛొ࿥͢ΔͱϞσϧ͕࡞੒͞ΕΔ ஝ੵͨ͠σʔλ͸"UIFOBܦ༝Ͱऔಘ Ϟσϧͷ࡞੒ʹ͸4BHFNBLFSఏڙͷϏϧτΠϯΞϧΰϦζϜΛར༻

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ςετ ؅ཧը໘͔Βςετ༻ͷσʔλΛొ࿥͢Δͱ࡞੒ͨ͠Ϟσϧͷςετ͕Ͱ͖Δ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਪ࿦ ϦΞϧλΠϜੑ͕ͦ͜·ͰඞཁͰ͸ͳ͔ͬͨͷͰόονॲཧɻ ࠓճͷέʔεͩͱίετతʹ΋ਪ࿦༻ΠϯελϯεΛৗ࣌ىಈ͸ݫ͔ͬͨ͠ɻ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํҊ݅ͰͷAWSΛ࢖͏ϝϦοτ ҆ఆͷΠϯϑϥ҆શͳηΩϡϦςΟ҆৺ͷαϙʔτମ੍ UUΠϯελϯε΍αʔόϨεͳߏ੒ͰεϞʔϧελʔτਝ଎ͳεέʔϧ͕Մೳ όοΫΞοϓ΍৑௕ߏ੒΋༧ࢉʹ߹ΘͤͯΧελϚΠζ ࠷৽ͷςΫϊϩδʔ΍ΤίγεςϜͷԸܙΛड͚ΒΕΔʢ஍ํͰ΋ॴ༗͔Βར༻΁ʣ ୲౰ऀ͕*5ʹৄ͘͠ͳ͍ͨΊզʑ͕ݱ৔ʹؔͯ͠஌Δඞཁ΋͋Δ ాࣷʹ͸ాࣷͳΓͷ"84ͷ࢖͍ํ͕͋Δ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ ՝୊ઌਐ஍Ҭ ߴྸԽ ਓޱݮগ ৘ใϦ ςϥγʔෆ ଍ ॴಘ֨ࠩ ޙܧऀ ෆ଍ ஍ํͷ՝୊ΛΫϥ΢υ/AI/IoTͰղܾ → Ϗδωεͷ஍࢈஍ফ Ϋϥ΢υ׆༻ʹΑΔޮ཰Խ ݱ࣮ੈք΁޿͕Δ"**P5ٕज़ ஍ํͷ*5ࣄۀऀ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ ஍ํͷ՝୊ղܾˠ౦ژΛܦ༝ͤͣʹάϩʔόϧԽ ւ֎͔Βͷ஍ํͷ࿩͕ฉ͖͍ͨͱొஃϦΫΤετ AWS Summit ι΢ϧ AWS Summit ๺ژ

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© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ Ϋϥ΢υ"**P5͸΋͸΍ ट౎ݍɺελʔτΞοϓɺΤϯλʔϓϥΠζ͚ͩͷ΋ͷͰ͸ͳ͍ ࠓͦ͜ɺ஍ํதখاۀʹ΋ Ϋϥ΢υ"**P5ͷ4VQFS1PXFSΛ

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Thank you! © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Takuya Tachibana