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クラスメソッド(株)のIoT事例とバックエンド技術の変遷
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quiver
November 21, 2015
Technology
3
3.4k
クラスメソッド(株)のIoT事例とバックエンド技術の変遷
AWSモバイル/IoTサービス徹底攻略!!〜Developers.IO Meetup番外編〜 2015/11/21発表資料
quiver
November 21, 2015
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Transcript
Ϋϥεϝιου ג ͷ*P5ࣄྫ ͱόοΫΤϯυٕज़ͷมભ (JU)VC!RVJWFS $MBTTNFUIPE*OD
ຊͷςʔϚ w ʮ*P5ʯͷΩʔϫʔυͰςʔϚ͕େ͖͗͢Δ w ԕִͷଌఆσʔλΛதԝγεςϜʹू͢Δαʔ Ϗε ςϨϝτϦʔ ʹείʔϓΛݶఆ w ཁ੍݅ԼͰɺͲ͏͍͏ٕज़Λબͨ͠ͷ͔όο
ΫΤϯυ "84 ιϦϡʔγϣϯΛத৺ʹհ
ΞδΣϯμ ג ͖͋ΜͲεγϩʔ ετϦʔϜσʔλΛ,JOFTJTͰऩू ג ా༸ߦ ඦ༿ശ͔Β"84௨৴
ג ͖͋ΜͲεγϩʔ͞· ʙετϦʔϜσʔλΛ,JOFTJTͰऩूʙ ࣄྫIUUQDMBTTNFUIPEKQDBTFTTVTIJSPTVTIJSPBMMEBUB
l,JOFTVTIJzͱ 3F*OWFOUl #%5 /FX4USFBNJOH%BUB'MPXTXJUI"NB[PO,JOFTJT'JSFIPTFz͔Β w l,JOFTJT 4VTIJzΛ߹ମͤͨ͞ޠ w ճసण࢘ͷण࢘ࡼηϯαʔσʔλͷऩूج൫ɻ
w "NB[PO,JOFTJTετϦʔϜͷେن׆༻ࣄྫɻ
ॳ,JOFTVTIJ
ॳ,JOFTVTIJ
,JOFTJTετϦʔϜͱ w ϋΠϘϦϡʔϜͳ࿈ଓͨ͠σʔλΛϦΞϧλΠϜͰ ूܭɾมͳͲͷॲཧΛՄೳʹ͢ΔϑϧϚωʔδυ αʔϏε w ,JOFTJTετϦʔϜɺϋΠϘϦϡʔϜͳσʔλΛ ॲཧ͢Δ͜ͱ͕Ͱ͖ɺ͔ͭɺ֨ೲ͞Εͨσʔλɺ ෳͷ";ʹ֨ೲ͢Δ৴པੑͱٱੑΛͭαʔϏ
ε IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
,JOFTJTετϦʔϜશମਤ w ༻్୯ҐͰ4USFBNΛ࡞͠ɺ4USFBNɺͭҎ্ͷ4IBSEͰߏ͞ΕΔ w 4IBSE͋ͨΓͷΩϟύγςΟݻఆ w 4IBSEͷ૿ՃݮʹΑͬͯεέʔϧͷ੍ޚ͕Մೳ w ೖྗ͞Εͨσʔλ࠷େ͔ͭෳͷ";ʹอ͞ΕΔ
IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
,JOFTJTετϦʔϜͷσʔλऔಘ w (FU4IBSE*UFSBUPS"1*Ͱ4IBSEͷϙδγϣϯ Λऔಘ͠ɺ(FU3FDPSET"1*Ͱσʔλऔಘ BXTLJOFTJTHFUTIBSEJUFSBUPSTUSFBNOBNFετϦʔϜ໊a TIBSEJEγϟʔυ൪߸TIBSEJUFSBUPSUZQF"5@4&26&/$&@/6.#&3a TUBSUJOHTFRVFODFOVNCFSγʔέϯε൪߸ \4IBSE*UFSBUPSl"#$ʜ%&'z^ϙδγϣϯ BXTLJOFTJTHFUSFDPSETTIBSEJUFSBUPSl"#$ʜ%&'z
\3FDPSET<\ 1BSUJUJPO,FZ %BUBlE(7[E(3IE(& ࣮σʔλ 4FRVFODF/VNCFS ^ >^
ॳ,JOFTVTIJͷ࣮ w ॳγΣϧεΫϦϓτ "84$-*"8, Ͱ࣮ ɾ֤4IBSEͷϙδγϣϯཧ ɾσʔλऔಘ ɾόϦσʔγϣϯ G@HFUOFYUTIBSEJUFSBUPS
\ BXTLJOFTJTHFUSFDPSETa TIBSEJUFSBUPSa cKRS/FYU4IBSE*UFSBUPS ^ ʜ [DBU5.1a cBXLW0'4 W'4 \JG ʜ
,JOFTVTIJ
,JOFTVTIJ ,JOFTJTετϦʔϜͷ-BNCEBॲཧ
"84-BNCEBԽͷಓ w ,JOFTJTετϦʔϜϓϧܕ-BNCEBͰॲཧͰ͖Δ w ετϦʔϜΛϙʔϦϯά͠ɺ৽͍͠σʔλΛݕग़͢Δͱ -BNCEBؔΛൃՐ w γϟʔυϨίʔυҐஔΛૢ࡞͢Δίʔυෆཁʹ w γϟʔυͷ૿ݮ͕͋ͬͯӨڹͳ͠
w ϏδωεϩδοΫ͚ͩΛ࣮ w ,JOFTJTετϦʔϜΛ΄΅ϦΞϧλΠϜॲཧ
"84-BNCEBͷӡ༻ w ,JOFTJTετϦʔϜ-BNCEBͷϝτϦΫεΛϞχλʔ w ,JOFTJTετϦʔϜͷ(FUܥϝτϦΫε w -BNCEBͷΤϥʔൃੜɺॲཧ࣌ؒ w ϝϞϦʔ༻ྔ$MPVEXBUDI-PHTΛ֬ೝ w
ϝτϦΫεΛݟͯ-BNCEBͷόοναΠζΛௐ "1*6QEBUF&WFOU4PVSDF.BQQJOH
,JOFTVTIJ
,JOFTVTIJ w ,JOFTJT'JSFIPTFͰΒ͘Β͘4อଘɻ l*U`TUIBUTJNQMFz
,JOFTJT'JSFIPTF w 3F*OWFOUͰൃද w ཧը໘Ͱઃఆ͢Δ͚ͩͰ4อଘ w γϟʔυཧ͕ෆཁɻσʔλͷྲྀೖྔʹ߹Θͤͯ FMBTUJDʹγϟʔυ͕εέʔϧ w ,JOFTJTετϦʔϜͷγϟʔυγϟʔυϙδ
γϣϯҰҙࣝ͠ͳ͍ɻ
,JOFTVTIJͷల w Ϟνϕʔγϣϯ w ,JOFTJTετϦʔϜͷσʔλอ࣋ظؒΛؾʹͤͣ ָʹ4อଘ͍ͨ͠ w ,JOFTJT'JSFIPTFΛಋೖ w 4ͷߋ৽ΠϕϯτͰσʔλॲཧ༻-BNCEBΛൃՐ
w ҙɿ౦ژϦʔδϣϯͰ·ͩར༻Ͱ͖ͳ͍
,JOFTVTIJͷมભ ॳ γΣϧͰετϦʔϜσʔλʹཱ͔ͪ͏ -BNCEBͰָʑγϟʔυૢ࡞ 'JSFIPTFͰָʑ4อଘ
*P5σʔλͷ׆༻ ".-࿈ܞ w ػցֶशΛ༻͍ͨళฮࠞࡶ࣌ͷͪ࣌ؒ༧ଌͷਫ਼ ্ʹηϯαʔσʔλΛ׆༻ IUUQEFWDMBTTNFUIPEKQNBDIJOFMFBSOJOHBNB[PONBDIJOFMFBSOJOHBLJOEPTVTIJSP
ג ా༸ߦ͞· ʙඦ༿ശ͔Β"84ͷ௨৴ʙ ࣄྫIUUQDMBTTNFUIPEKQOFXTSFMFBTFJPUUFNQMBUF
w σʔλͷऔಘͱՄࢹԽΛγεςϜԽ ඦ༿ശγεςϜ֓ཁ ؾԹɿˆ ؾѹɿI1B
ॳඦ༿ശ
ॳඦ༿ശγεςϜ֓ཁ
ॳඦ༿ശγεςϜ֓ཁ ΒͬͱϗʔϜגࣜձࣾ 0QFO#MPDLT*P5#9 גࣜձࣾιϥίϜ 403"$0.
ॳඦ༿ശγεςϜ֓ཁ Ͳ͏ͬͯ"84ͱೝূ Ͳ͏ͬͯ"84·Ͱ௨৴
"84ͱͷೝূ ʙॳʙ
"84$PHOJUPͰήετΞΫηε w ௨শʮ6OBVUIFOUJDBUFE"DDFTTʯ w ೝূγεςϜͷϩάΠϯͳ͠ʹ༗ޮظݶ͖ͭͷҰ ࣌ΩʔΛ͍ग़͢ w ݖݶ*".3PMFͰཧ w ϞόΠϧ4%,ʹରԠͨ͠αʔϏε͔͠ૢ࡞Ͱ͖ͳ͍
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍ ˠ$PHOJUP*%ൃߦ ˠ༗ޮظݶ͖ΫϨσϯγϟϧΛൃߦ ˠ*".3PMFͰରԠ ˠ*%୯ҐͰআ ˠೝূෆཁͰ*%औಘ
ήετΫϨσϯγϟϧͷऔಘ $SFBUF*EFOUJUZ1PPM"1*Ͱ$PHOJUPͷ*%ϓʔϧΛ ࡞͠ɺ(FU*E"1*Ͱ*%Λऔಘ͠ɺ (FU$SFEFOUJBMT'PS*EFOUJUZ"1*ͰҰ࣌ΫϨσϯ γϟϧΛऔಘ BXTDPHOJUPJEFOUJUZDSFBUFJEFOUJUZQPPMa JEFOUJUZQPPMOBNFϓʔϧ໊BMMPXVOBVUIFOUJDBUFEJEFOUJUJFT BXTDPHOJUPJEFOUJUZHFUJEJEFOUJUZQPPMJEFVXFTUEGʜF BXTDPHOJUPJEFOUJUZHFUDSFEFOUJBMTGPSJEFOUJUZJEFOUJUZJElFVXFTUGʜ
\$SFEFOUJBMT\ 4FDSFU,FZl[%#ʜz 4FTTJPO5PLFOl"2Pʜz &YQJSBUJPO "DDFTT,FZ*E"4*9*999999999999999 ^ *EFOUJUZ*ElFVXFTUGʜz^
ήετΫϨσϯγϟϧΛ͏ "TTVNF3PMFͱಉ͡ཁྖͰɺ͍ग़͞Εͨ "DDFTT,FZ*E4FDSFU,FZ4FTTJPO5PLFOΛೝ ূใʹ͢ 4%,ʹΑͬͯɺFYQJSF͢Δ·ͰΫϨσϯγϟϧΛ Ωϟογϡ͢Δ FYQPSU"84@"$$&44@,&:@*%"4*9*99ʜ FYQPSU"84@4&$3&5@"$$&44@,&:[%#ʜ FYQPSU"84@4&$63*5:@50,&/"2Pʜ
"84·Ͱͷ௨৴ ʙॳʙ
403"$0.ͱ w *P5͚௨৴ϓϥοτϑΥʔϜ w 403"$0."JS w *P5σόΠε͚4*.αʔϏε w σʔλ௨৴ྔͷࢹɾίϯτϩʔϧՄೳ w
403"$0.#FBN w *P5σόΠεʹ҉߸ॲཧଓઌͷઃఆΛΦϑϩʔυ
ήʔτΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτΣΠʹෛՙ͕͔͔Βͳ͍ w
௨৴ྔ͕গͳ͍
ήʔτΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτΣΠʹෛՙ͕͔͔Βͳ͍ w
௨৴ྔ͕গͳ͍ ˠ<"JS>υίϞ-5&(ΤϦΞͰར༻Մೳ ˠ<"JS>ΩϟϦΞͷดҬΛར༻ ˠ<"JS>ଟֹͷॳظඅ༻͕ෆཁͰॏྔ՝੍ۚ ˠ<#FBN>5-4ॲཧΛΦϑϩʔυ ˠ<#FBN>403"$0.#FBN·Ͱ)551
ॳඦ༿ശͷ"84௨৴ 5-4Ͱ҉߸Խ "JSͷดҬͰ#FBN·Ͱ௨৴ )551 )5514
"84ͱͷೝূͰࣦഊ )551 )5514
"84ͱͷೝূͰࣦഊ LJOFTJT3&(*0/BNB[POBXTDPN CFBNTPSBDPNJP )551 )5514 w "84͔Βϗετ໊ෆҰகͷΤϥʔ͕͔͑ͬͯ͘Δ 403"$0.#FBNͷϗετ໊Ͱ"1*ϦΫΤετॺ໊͍ͯ͠ΔͨΊ w
"84ͷϗετ໊Λ͏Α͏ڧҾʹ4%,Λॻ͖͑Δ IUUQEPDTBXTBNB[PODPNHFOFSBMMBUFTUHSTJHOJOH@BXT@BQJ@SFRVFTUTIUNM
403"$0.#FBNͷࢀর࣮ Ҿ༻IUUQTEFWTPSBDPNJPKQEPDTBXT@HVJEF #FBNͰ"1*,FZϔομʔΛ ༩ͯ͠"84"1*(BUFXBZͱೝূ
ඦ༿ശ
ඦ༿ശγεςϜ֓ཁ w 3F*OWFOUͰ"84*P5͕ൃද w "84ͷ͓࡞๏ʹै͏͘"84*P5ԽΛࢼΈΔ w ,JOFTJT͔Βઌઌͱಉ͡
%FWJDF(BUFXBZ w "844/4ͷΑ͏ͳ1VC4VCܕϝοηʔδϯά αʔϏε w )551·ͨ.255Λ͠ΌΔ
3VMFT w %FWJDF(BUFXBZʹύϒϦογϡ͞Εͨϝοηʔδͷ நग़݅Λ42-Ͱهड़͢ΔநϨΠϠʔ w நग़ͨ͠ϝοηʔδͷ৴ઌͱͯ͠,JOFTJT4/4 %ZOBNP%#-BNCEBͳͲͱ࿈ܞ
ೝূɾ௨৴ͷൺֱ w EE ॳ ϓϩτίϧ )551 .255 ೝূ
$PHOJUP ূ໌ॻ ݖݶ *".3PMF *".3PMF ػີ 5-4 5-4
"84ͱͷೝূ ʙʙ
ΫϥΠΞϯτূ໌ॻ w "84%FWJDF(BUFXBZ)551ͱ.255ͷϚϧν ϓϩτίϧରԠ w .255Ͱैདྷͷ3&45"1*ೝূΛ͑ͳ͍ͨΊɺ ূ໌ॻΛ͏ɻ w ݖݶ*".3PMFͰཧ
ূ໌ॻͷ࡞Γํ w ূ໌ॻͷ࡞ํ๏௨Γ w $SFBUF,FZ"OE$FSUJpDBUF"1*Ͱ伴ϖΞͱূ໌ॻΛ࡞ w $SFBUF$FSUJpDBUF'SPN$43"1*Ͱূ໌ॻॺ໊ཁٻ $43 ͔Βূ໌ॻΛ࡞
BXTJPUDSFBUFLFZTBOEDFSUJpDBUFTFUBTBDUJWF \DFSUJpDBUF"SOBSOBXTJPUVTXFTUDFSU4/*1 DFSUJpDBUF1FN#&(*/$&35*'*$"5&4/*1aO LFZ1BJS\ 1VCMJD,FZ#&(*/16#-*$,&:4/*1&/%16#-*$,&:aO 1SJWBUF,FZ#&(*/34"13*7"5&,&:4/*1aO ^ DFSUJpDBUF*E"4%'^
ূ໌ॻͷݖݶઃఆ w $SFBUF1PMJDZ"1*ͰݖݶϙϦγʔΛ࡞͠ɺ "UUBDI1SJODJQBM1PMJDZ"1*Ͱূ໌ॻʹϙϦγʔ Λઃఆɻ BXTJPUDSFBUFQPMJDZQPMJDZOBNF1VC4VC5P"OZ5PQJDa QPMJDZEPDVNFOUpMFJPUQPMJDZKTPO \QPMJDZ/BNF1VC4VC5P"OZ5PQJD
QPMJDZ"SOlBSOBXTʜ^ BXTJPUBUUBDIQSJODJQBMQPMJDZQPMJDZOBNFl1VC4VC5P"OZ5PQJDa QSJODJQBMBSOBXTJPUVTXFTUDFSU4/*1
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผΛ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍
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