AWS IoT を用いた DeNA オートモーティブアーキテクチャ / DeNA Techcon 2018 Houchi Hiroyoshi

by Hiroyoshi HOUCHI

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"84*P5Λ༻͍ͨ  %F/"ΦʔτϞʔςΟϒΞʔΩςΫνϟ ΦʔτϞʔςΟϒࣄۀ෦جװγεςϜ։ൃ෦ ์஍޺Ղ

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ຊൃදʹ͍ͭͯ w۩ମతͳΞʔΩςΫνϟΛ࿩͠·͢ wඞཁͳ෦෼ͷ༻ޠɾαʔϏεʹ͍ͭͯ͸৮Ε·͕͢ɺ  આ໌্ඞཁͳ෦෼ͷΈʹݶΒΕ·͢ wਖ਼ࣜͳఆٛʹ͍ͭͯ͸ެࣜϦϑΝϨϯεΛࢀর͍ͩ͘͞ 2

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ࣗݾ঺հ ์஍޺Ղ !IJYJ@IZJ w೥౓%F/"ೖࣾ ݱΦʔϓϯϓϥοτϑΥʔϜࣄۀ෦ 4PDJBM"1* ։ൃ ࣾ಺.PCJMF#BB4 ։ൃϦʔμ ڠۀҊ݅ ։ൃΠϯϑϥ "OE"QQ Ϋϥ΢υΞʔΩςΫνϟઃܭ w೥݄ΦʔτϞʔςΟϒࣄۀ෦ ΞʔΩςΫτɾڞ௨ج൫ 3

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%F/"ΦʔτϞʔςΟϒ 5 ※ ϩϘωίϠϚτ®͸ϠϚτϗʔϧσΟϯάεגࣜձࣾͷొ࿥঎ඪͰ͢

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.PCJMJUZ$PNQPOFOU 6 ं྆؅ཧ ं྆ొ࿥ FUDFUD ं྆ొ࿥ ं྆৘ใू໿ ं྆ొ࿥ ं྆৘ใͷՄࢹԽ ं྆ొ࿥ ϓϩόΠμɾ  αʔϏαʔ࿈ܞ ं྆ొ࿥ ं྆ͱͷ  ΠϯλϥΫγϣϯ

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.PCJMJUZ$PNQPOFOU 7 ं྆؅ཧ ं྆ొ࿥ FUDFUD ं྆ొ࿥ ं྆৘ใू໿ ं྆ొ࿥ ं྆৘ใͷՄࢹԽ ं྆ొ࿥ ϓϩόΠμɾ  αʔϏαʔ࿈ܞ ं྆ొ࿥ ं྆ͱͷ  ΠϯλϥΫγϣϯ

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ຊ೔ͷ಺༰ wΩʔϫʔυ 7FIJDMF"SDIJUFDUVSFPO"84 ं྆৘ใू໿ج൫ w࿩͞ͳ͍಺༰ ֤ٕज़తϓϩτίϧɾ"84αʔϏεͷৄࡉ 8

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9 "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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10 ं྆৘ใू໿ج൫ "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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ं྆৘ใू໿ج൫ wఏڙػೳͱٕज़༻ޠ ं྆ɾαʔόʹର͢ΔೝূೝՄ w "84*P59$FSUJpDBUFT"84*P5%JSFDU$BMMTUP"844FSWJDFT  "DDFTT,FZT'PS"84*".6TFST"84454 ं྆৘ใͷ1VCMJTI w .255 "84*P5 ं྆৘ใͷϦΞϧλΠϜ4VCTDSJCF w .255 "84*P5 δΦؔ਺Λ༻͍ͨं྆৘ใͷऔಘ w &MBTUJDTFBSDI "NB[PO&MBTUJDTFBSDI4FSWJDF 11

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σʔλϑϩʔ

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13 ं྆ొ࿥ w"84*P5%JSFDU$BMMTUP"844FSWJDFT w-BNCEB w5IJOH4IBEPX "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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14 ं྆৘ใͷૹ৴ w"84*P59$FSUJpDBUFT w.255 "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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15 ं྆৘ใͷอଘ w.255 w3VMF&OHJOF-BNCEB w5IJOH4IBEPX "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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16 ं྆৘ใͷ఻ൖ w.255 w3VMF&OHJOF w&MBTUJDTFBSDI w-BNCEB "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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લఏͱ༻ޠͷ੔ཧ

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લఏ৚݅ wं྆ ं྆ͱ͸ं྆ʹ౥ࡌ͞Ε͍ͯΔػث ंࡌػث ͔Βͷ௨৴Λࢦ͢ ंࡌػث͸؅ཧ͞ΕͨػثͰ͋Γɺ͍ΘΏΔҰൠਓ޲͚ʹ഑෍͞ΕΔػثͰ͸ͳ͍ wं྆ొ࿥ কདྷతʹ͸ं྆؅ཧίϯϙʔωϯτͱͯ͠ੜ·ΕΔ΂͖Ͱ͋Γɺࠓճͷं྆ొ࿥͸ ৘ใू໿ج൫޲͚ʹ࡞ΒΕͨݶఆతͳػೳ wं྆ͱͷΠϯλϥΫγϣϯ 7FIJDMF"SDIJUFDUVSFͱͯ͠͸ɺं྆ʹରͯ͠˓˓Λ࣮ߦͯ͠΄͍͠ͱ͍ͬͨ಺༰ ΋ඞཁʹͳΔ͕ɺࠓճ͸ର৅֎ 18

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༻ޠͷͬ͘͟Γͳઆ໌ w.255 ίωΫγϣϯΛுΓͬͺͳ͠ͷ1VC4VCϞσϧͷϓϩτίϧ ౸ୡอূ 2P4 Λ֤ϝοηʔδ͝ͱʹબ୒Մೳ ΫϥΠΞϯτଆͰ4VCTDSJCF͢Δ͜ͱͰαʔό͔Βͷ໋ྩ΋؆୯ʹૹΕ Δ w"84*P59$FSUJpDBUJPOT "84*P5ʹ.255Ͱ઀ଓ͢Δࡍʹར༻ՄೳͳೝূํࣜͷҰͭ "84αʔϏεʹର͢ΔೝՄΛࣗ༝ʹઃఆՄೳ 19

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༻ޠͷͬ͘͟Γͳઆ໌ w"DDFTT,FZT'PS"84*".6TFST Ϣʔβʹඥ͚ͮΒΕͨ,FZ4FDSFU "84αʔϏεʹର͢ΔೝՄΛࣗ༝ʹઃఆՄೳ w"84454 "844FDVSJUZ5PLFO4FSWJDF Ұ࣌తηΩϡϦςΟೝূτʔΫϯ 5FNQPSBSZ4FDVSJUZ5PLFO ΛൃߦՄೳ "84αʔϏεʹର͢ΔೝՄΛࣗ༝ʹઃఆՄೳ w&MBTUJDTFBSDI શจݕࡧΤϯδϯ ڑ཭ݕࡧ΍ൣғݕࡧͳͲͷδΦؔ਺Λαϙʔτ͍ͯ͠Δ 20

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༻ޠͷͬ͘͟Γͳઆ໌ w"84*P53VMF&OHJOF .2551VCMJTI͞Εͨ5PQJDʹରͯ͠೚ҙͷॲཧΛ͔͚Δ͜ͱ͕Մೳͳ࢓૊Έ ࠓճ͸جຊతʹ-BNCEBΛىಈͤ͞ΔͨΊʹ࢖͍ͬͯΔ w"84*P55IJOH4IBEPX ,74ͷΑ͏ͳσʔλϕʔεɻं྆৘ใΛอଘ͍ͤͯ͞Δɻ ࠩ෼ߋ৽͕ՄೳͰɺߋ৽͞Εͨ৔߹ʹ.2555PQJDʹରͯ͠ϑϧσʔλ͕ 1VCMJTI͞ΕΔ w"84-BNCEB 'BB4ϓϩάϥϜΛ࣮ߦ͢Δج൫ 21

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ຊےʹ΋Ͳͬͯ

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σʔλϑϩʔ wं྆ొ࿥ wं྆৘ใͷૹ৴ wं྆৘ใͷอଘ wं྆৘ใͷ఻ൖ 23

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σʔλϑϩʔ wं྆ొ࿥ wं྆৘ใͷૹ৴ wं྆৘ใͷอଘ wं྆৘ใͷ఻ൖ 24

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ं྆ొ࿥ 25 wं྆ͷొ࿥ wं྆ผͷূ໌ॻͷൃߦ

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\ !JE999999 ^

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\ TUBUF\ SFQPSUFE\ EFWJDF\ !JE999999 ^ ^ ^ ^

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"QQFOEJYं྆ຖͷূ໌ॻΛൃߦ͢Δ 31 ं྆ผͷڋ൱ ِ଄ͷڋ൱

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σʔλϑϩʔ wं྆ొ࿥ wं྆৘ใͷૹ৴ wं྆৘ใͷอଘ wं྆৘ใͷ఻ൖ 32

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ं྆৘ใͷૹ৴ 33 wೝূ "84*P5$FSUJpDBUF w.2555PQJD QSPWJEFST!TUBUVTCTPO w1BZMPBE ӈهͷCTPOදݱ w2P4 ૹΔσʔλຖʹ೚ҙ \ !QPT\ MBUYYY MPOYYY ^ NPEFYYYY ^

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σʔλϑϩʔ wं྆ొ࿥ wं྆৘ใͷૹ৴ wं྆৘ใͷอଘ wं྆৘ใͷ఻ൖ 34

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ं྆৘ใͷอଘ 35 w3VMF&OHJOF-BNCEB CTPOΛKTPOʹม׵ͯ͠5IJOH4IBEPXΛࠩ෼ߋ৽ \ TUBUF\ SFQPSUFE\ TUBUVT\ !QPT\ MBUYYY MPOYYY ^ NPEFYYYY ^ ^ ^ ^

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"QQFOEJY5IJOH4IBEPXΛ௚઀࢖Θͳ͍ 36 !QPTͰཉ͍͠ͳ͊ MBU MPO͸  ͦͷ··ૹΔΑ KTPOͩΑ CTPOͰૹΓ͍ͨΑ

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σʔλϑϩʔ wं྆ొ࿥ wं྆৘ใͷૹ৴ wं྆৘ใͷอଘ wं྆৘ใͷ఻ൖ 37

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ं྆৘ใͷ఻ൖ 38 w5IJOH4IBEPX͔Βͷ1VCMJTIʹΑΓϑϧϦιʔεΛऔಘ &MBTUJDTFBSDIʹอଘ .2555PQJDʹ1VCMJTI ͦͷଞ࿈ܞαʔϏε ࠓճͩͱ(PPHMF$MPVE1VC4VC ʹ1VCMJTI "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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5IJOH4IBEPX͔ΒಘΒΕΔϑϧϦιʔε 39 \ DVSSFOU\ TUBUF\ SFQPSUFE\ TUBUVT\ !QPT\ MBUYYY MPOYYY ^ NPEFYYYY ^ EFWJDF\ !JEYYYY ^ ^ ^ ^ ^ "NB[PO&MBTUJDTFBSDI4FSWJDF TFSWJDFSTEFWJDFT\EFWJDF!JE^KTPO

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ं྆৘ใ఻ൖϢʔεέʔε w൒ܘOϝʔτϧҎ಺ͷं྆৘ใऔಘGPSαʔϏεར༻ऀ޲͚ΞϓϦ wಛఆͷं྆৘ใϦΞϧλΠϜऔಘGPSαʔϏεར༻ऀ޲͚ΞϓϦɾ৘ใӾཡ ༻γεςϜ 40

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൒ܘOϝʔτϧҎ಺ͷं྆৘ใऔಘGPSαʔϏεར༻ऀ޲͚ΞϓϦ 41

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ಛఆͷं྆৘ใϦΞϧλΠϜऔಘGPSαʔϏεར༻ऀ޲͚ΞϓϦ 42

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·ͱΊ w.PCJMJUZ$PNQPOFOU ं྆৘ใू໿ج൫ w"84αʔϏεϑϧ׆༻ w"84αʔϏεʹҰ޻෉ ূ໌ॻऔಘϓϩηε 5IJOH4IBEPXΛͦͷ··࢖Θͳ͍ ༧໿ޠΛఆٛͨ͠ڞ௨ج൫ 43

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%F/"ΦʔτϞʔςΟϒ 44 ं྆؅ཧ ं྆ొ࿥ ं྆৘ใू໿ ं྆ొ࿥ ं྆৘ใͷՄࢹԽ ं྆ొ࿥ ϓϩόΠμɾ  αʔϏαʔ࿈ܞ ं྆ొ࿥ ं྆ͱͷ  ΠϯλϥΫγϣϯ ं྆ొ࿥ FUDFUD