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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

351ad6de24f57760f9275bc0ad06e564?s=47 quiver
November 21, 2015

 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

351ad6de24f57760f9275bc0ad06e564?s=128

quiver

November 21, 2015
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  1. Ϋϥεϝιου ג ͷ*P5ࣄྫ ͱόοΫΤϯυٕज़ͷมભ  (JU)VC!RVJWFS $MBTTNFUIPE*OD

  2. ຊ೔ͷςʔϚ w ʮ*P5ʯͷΩʔϫʔυͰ͸ςʔϚ͕େ͖͗͢Δ w ԕִ஍ͷଌఆσʔλΛதԝγεςϜʹू໿͢Δαʔ Ϗε ςϨϝτϦʔ ʹείʔϓΛݶఆ w ཁ݅΍੍໿ԼͰɺͲ͏͍͏ٕज़Λબ୒ͨ͠ͷ͔όο

    ΫΤϯυ "84 ιϦϡʔγϣϯΛத৺ʹ঺հ 
  3. ΞδΣϯμ  ג ͖͋ΜͲεγϩʔ
 ετϦʔϜσʔλΛ,JOFTJTͰऩू  ג ಺ా༸ߦ
 ඦ༿ശ͔Β"84΁௨৴ 

  4. ג ͖͋ΜͲεγϩʔ͞·
 ʙετϦʔϜσʔλΛ,JOFTJTͰऩूʙ ࣄྫIUUQDMBTTNFUIPEKQDBTFTTVTIJSPTVTIJSPBMMEBUB

  5. l,JOFTVTIJzͱ͸ 3F*OWFOUl #%5 /FX4USFBNJOH%BUB'MPXTXJUI"NB[PO,JOFTJT'JSFIPTFz͔Β  w l,JOFTJT 4VTIJzΛ߹ମͤͨ͞଄ޠ w ճసण࢘ͷण࢘ࡼηϯαʔσʔλͷऩूج൫ɻ

    w "NB[PO,JOFTJTετϦʔϜͷେن໛׆༻ࣄྫɻ
  6. ॳ୅,JOFTVTIJ

  7. ॳ୅,JOFTVTIJ 

  8. ,JOFTJTετϦʔϜͱ͸  w ϋΠϘϦϡʔϜͳ࿈ଓͨ͠σʔλΛϦΞϧλΠϜͰ ूܭɾม׵ͳͲͷॲཧΛՄೳʹ͢ΔϑϧϚωʔδυ αʔϏε w ,JOFTJTετϦʔϜ͸ɺϋΠϘϦϡʔϜͳσʔλΛ ॲཧ͢Δ͜ͱ͕Ͱ͖ɺ͔ͭɺ֨ೲ͞Εͨσʔλ͸ɺ ෳ਺ͷ";ʹ֨ೲ͢Δ৴པੑͱ଱ٱੑΛ΋ͭαʔϏ

    ε IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
  9. ,JOFTJTετϦʔϜશମਤ w ༻్୯ҐͰ4USFBNΛ࡞੒͠ɺ4USFBN͸ɺͭҎ্ͷ4IBSEͰߏ੒͞ΕΔ w 4IBSE͋ͨΓͷΩϟύγςΟ͸ݻఆ w 4IBSEͷ૿ՃݮʹΑͬͯεέʔϧͷ੍ޚ͕Մೳ w ೖྗ͞Εͨσʔλ࠷େ೔͔ͭෳ਺ͷ";ʹอ؅͞ΕΔ 

    IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
  10. ,JOFTJTετϦʔϜͷσʔλऔಘ w (FU4IBSE*UFSBUPS"1*Ͱ4IBSE಺ͷϙδγϣϯ 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 ^ >^
  11. ॳ୅,JOFTVTIJͷ࣮૷ w ॳ୅͸γΣϧεΫϦϓτ "84$-*"8, Ͱ࣮૷
 ɾ֤4IBSEͷϙδγϣϯ؅ཧ
 ɾσʔλऔಘ
 ɾόϦσʔγϣϯ  G@HFUOFYUTIBSEJUFSBUPS

    \ BXTLJOFTJTHFUSFDPSETa TIBSEJUFSBUPSa cKRS/FYU4IBSE*UFSBUPS ^ ʜ [DBU5.1a cBXLW0'4 W'4 \JG ʜ
  12. ୅໨,JOFTVTIJ

  13. ୅໨,JOFTVTIJ  ,JOFTJTετϦʔϜͷ-BNCEBॲཧ

  14. "84-BNCEBԽ΁ͷಓ w ,JOFTJTετϦʔϜ͸ϓϧܕ-BNCEBͰॲཧͰ͖Δ w ετϦʔϜΛϙʔϦϯά͠ɺ৽͍͠σʔλΛݕग़͢Δͱ -BNCEBؔ਺ΛൃՐ w γϟʔυ΍ϨίʔυҐஔΛૢ࡞͢Δίʔυ͸ෆཁʹ w γϟʔυͷ૿ݮ͕͋ͬͯ΋Өڹͳ͠

    w ϏδωεϩδοΫ͚ͩΛ࣮૷ w ,JOFTJTετϦʔϜΛ΄΅ϦΞϧλΠϜॲཧ 
  15. "84-BNCEBͷӡ༻ w ,JOFTJTετϦʔϜ-BNCEBͷϝτϦΫεΛϞχλʔ w ,JOFTJTετϦʔϜͷ(FUܥϝτϦΫε w -BNCEBͷΤϥʔൃੜɺॲཧ࣌ؒ w ϝϞϦʔ࢖༻ྔ͸$MPVEXBUDI-PHTΛ֬ೝ w

    ϝτϦΫεΛݟͯ-BNCEBͷόοναΠζΛௐ੔
 "1*6QEBUF&WFOU4PVSDF.BQQJOH 
  16. ୅໨,JOFTVTIJ

  17. ୅໨,JOFTVTIJ  w ,JOFTJT'JSFIPTFͰΒ͘Β͘4อଘɻ
 l*U`TUIBUTJNQMFz

  18. ,JOFTJT'JSFIPTF w 3F*OWFOUͰൃද w ؅ཧը໘Ͱઃఆ͢Δ͚ͩͰ4อଘ w γϟʔυ؅ཧ͕ෆཁɻσʔλͷྲྀೖྔʹ߹Θͤͯ FMBTUJDʹγϟʔυ͕εέʔϧ w ,JOFTJTετϦʔϜͷγϟʔυ΍γϟʔυ಺ϙδ

    γϣϯ͸Ұ੾ҙࣝ͠ͳ͍ɻ 
  19. ୅໨,JOFTVTIJͷల๬ w Ϟνϕʔγϣϯ w ,JOFTJTετϦʔϜͷσʔλอ࣋ظؒΛؾʹͤͣ ָʹ4อଘ͍ͨ͠ w ,JOFTJT'JSFIPTFΛಋೖ w 4ͷߋ৽ΠϕϯτͰσʔλॲཧ༻-BNCEBΛൃՐ

    w ஫ҙɿ౦ژϦʔδϣϯͰ͸·ͩར༻Ͱ͖ͳ͍ 
  20. ,JOFTVTIJͷมભ  ॳ୅ ୅໨ ୅໨ γΣϧͰετϦʔϜσʔλʹཱͪ޲͔͏ -BNCEBͰָʑγϟʔυૢ࡞ 'JSFIPTFͰָʑ4อଘ

  21. *P5σʔλͷ׆༻ ".-࿈ܞ w ػցֶशΛ༻͍ͨళฮࠞࡶ࣌ͷ଴ͪ࣌ؒ༧ଌͷਫ਼౓ ޲্ʹηϯαʔσʔλΛ׆༻  IUUQEFWDMBTTNFUIPEKQNBDIJOFMFBSOJOHBNB[PONBDIJOFMFBSOJOHBLJOEPTVTIJSP

  22. ג ಺ా༸ߦ͞· ʙඦ༿ശ͔Β"84΁ͷ௨৴ʙ ࣄྫIUUQDMBTTNFUIPEKQOFXTSFMFBTFJPUUFNQMBUF

  23. w σʔλͷऔಘͱՄࢹԽΛγεςϜԽ ඦ༿ശγεςϜ֓ཁ  ؾԹɿˆ ؾѹɿI1B

  24. ॳ୅ඦ༿ശ

  25. ॳ୅ඦ༿ശγεςϜ֓ཁ 

  26. ॳ୅ඦ༿ശγεςϜ֓ཁ  ΀ΒͬͱϗʔϜגࣜձࣾ 0QFO#MPDLT*P5#9 גࣜձࣾιϥίϜ 403"$0.

  27. ॳ୅ඦ༿ശγεςϜ֓ཁ  Ͳ͏΍ͬͯ"84ͱೝূ Ͳ͏΍ͬͯ"84·Ͱ௨৴

  28. "84ͱͷೝূ ʙॳ୅ʙ

  29. "84$PHOJUPͰήετΞΫηε w ௨শʮ6OBVUIFOUJDBUFE"DDFTTʯ w ೝূγεςϜ΁ͷϩάΠϯͳ͠ʹ༗ޮظݶ͖ͭͷҰ ࣌ΩʔΛ෷͍ग़͢ w ݖݶ͸*".3PMFͰ؅ཧ w ϞόΠϧ4%,ʹରԠͨ͠αʔϏε͔͠ૢ࡞Ͱ͖ͳ͍

    
  30. ήʔτ΢ΣΠͷೝূཁ݅ w ήʔτ΢ΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛ͹Β·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶ͸ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτ΢ΣΠ͸ϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w

    εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূ͸ग़དྷͳ͍ 
  31. ήʔτ΢ΣΠͷೝূཁ݅ w ήʔτ΢ΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛ͹Β·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶ͸ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτ΢ΣΠ͸ϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w

    εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূ͸ग़དྷͳ͍  ˠ$PHOJUP*%ൃߦ ˠ༗ޮظݶ෇͖ΫϨσϯγϟϧΛ౎౓ൃߦ ˠ*".3PMFͰରԠ ˠ*%୯ҐͰ࡟আ ˠೝূෆཁͰ*%औಘ
  32. 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^
  33. ήετΫϨσϯγϟϧΛ࢖͏ "TTVNF3PMFͱಉ͡ཁྖͰɺ෷͍ग़͞Εͨ "DDFTT,FZ*E4FDSFU,FZ4FTTJPO5PLFOΛೝ ূ৘ใʹ౉͢ 4%,ʹΑͬͯ͸ɺFYQJSF͢Δ·ͰΫϨσϯγϟϧΛ Ωϟογϡ͢Δ  FYQPSU"84@"$$&44@,&:@*%"4*9*99ʜ FYQPSU"84@4&$3&5@"$$&44@,&:[%#ʜ FYQPSU"84@4&$63*5:@50,&/"2Pʜ

  34. "84·Ͱͷ௨৴ ʙॳ୅ʙ

  35. 403"$0.ͱ͸ w *P5޲͚௨৴ϓϥοτϑΥʔϜ w 403"$0."JS w *P5σόΠε޲͚4*.αʔϏε w σʔλ௨৴ྔͷ؂ࢹɾίϯτϩʔϧՄೳ w

    403"$0.#FBN w *P5σόΠεʹ҉߸ॲཧ΍઀ଓઌͷઃఆΛΦϑϩʔυ 
  36. ήʔτ΢ΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕޿͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτ΢ΣΠʹෛՙ͕͔͔Βͳ͍ w

    ௨৴ྔ͕গͳ͍
 
  37. ήʔτ΢ΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕޿͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτ΢ΣΠʹෛՙ͕͔͔Βͳ͍ w

    ௨৴ྔ͕গͳ͍
  ˠ<"JS>υίϞ-5&(ΤϦΞͰར༻Մೳ ˠ<"JS>ΩϟϦΞͷดҬ໢Λར༻ ˠ<"JS>ଟֹͷॳظඅ༻͕ෆཁͰॏྔ՝੍ۚ ˠ<#FBN>5-4ॲཧΛΦϑϩʔυ ˠ<#FBN>403"$0.#FBN·Ͱ͸)551
  38. ॳ୅ඦ༿ശͷ"84௨৴  5-4Ͱ҉߸Խ "JSͷดҬ໢Ͱ#FBN·Ͱ௨৴ )551 )5514

  39. "84ͱͷೝূͰࣦഊ  )551 )5514

  40. "84ͱͷೝূͰࣦഊ  LJOFTJT3&(*0/BNB[POBXTDPN CFBNTPSBDPNJP )551 )5514 w "84͔Βϗετ໊ෆҰகͷΤϥʔ͕͔͑ͬͯ͘Δ
 403"$0.#FBNͷϗετ໊Ͱ"1*ϦΫΤετॺ໊͍ͯ͠ΔͨΊ w

    "84ͷϗετ໊Λ࢖͏Α͏ڧҾʹ4%,Λॻ͖׵͑Δ IUUQEPDTBXTBNB[PODPNHFOFSBMMBUFTUHSTJHOJOH@BXT@BQJ@SFRVFTUTIUNM
  41. 403"$0.#FBNͷࢀর࣮૷  Ҿ༻IUUQTEFWTPSBDPNJPKQEPDTBXT@HVJEF #FBNͰ"1*,FZϔομʔΛ ෇༩ͯ͠"84"1*(BUFXBZͱೝূ

  42. ୅໨ඦ༿ശ

  43. ୅໨ඦ༿ശγεςϜ֓ཁ  w 3F*OWFOUͰ"84*P5͕ൃද w "84ͷ͓࡞๏ʹै͏΂͘"84*P5ԽΛࢼΈΔ w ,JOFTJT͔Βઌ͸ઌ୅ͱಉ͡

  44. %FWJDF(BUFXBZ  w "844/4ͷΑ͏ͳ1VC4VCܕϝοηʔδϯά αʔϏε w )551·ͨ͸.255Λ͠Ό΂Δ

  45. 3VMFT  w %FWJDF(BUFXBZʹύϒϦογϡ͞Εͨϝοηʔδͷ நग़৚݅Λ42-Ͱهड़͢Δந৅ϨΠϠʔ w நग़ͨ͠ϝοηʔδͷ഑৴ઌͱͯ͠,JOFTJT4/4 %ZOBNP%#-BNCEBͳͲͱ࿈ܞ

  46. ೝূɾ௨৴ͷൺֱ w EE  ॳ୅ ୅໨ ϓϩτίϧ )551 .255 ೝূ

    $PHOJUP ূ໌ॻ ݖݶ *".3PMF *".3PMF ػີ 5-4 5-4
  47. "84ͱͷೝূ ʙ୅໨ʙ

  48. ΫϥΠΞϯτূ໌ॻ w "84%FWJDF(BUFXBZ͸)551ͱ.255ͷϚϧν ϓϩτίϧରԠ w .255Ͱ͸ैདྷͷ3&45"1*ೝূΛ࢖͑ͳ͍ͨΊɺ ূ໌ॻΛ࢖͏ɻ w ݖݶ͸*".3PMFͰ؅ཧ 

  49. ূ໌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%'^
  50. ূ໌ॻ΁ͷݖݶઃఆ w $SFBUF1PMJDZ"1*ͰݖݶϙϦγʔΛ࡞੒͠ɺ "UUBDI1SJODJQBM1PMJDZ"1*Ͱূ໌ॻʹϙϦγʔ Λઃఆɻ  BXTJPUDSFBUFQPMJDZQPMJDZOBNF1VC4VC5P"OZ5PQJDa ŠQPMJDZEPDVNFOUpMFJPUQPMJDZKTPO \QPMJDZ/BNF1VC4VC5P"OZ5PQJD 

    QPMJDZ"SOlBSOBXTʜ^ BXTJPUBUUBDIQSJODJQBMQPMJDZQPMJDZOBNFl1VC4VC5P"OZ5PQJDa ŠQSJODJQBMBSOBXTJPUVTXFTUDFSU4/*1
  51. ήʔτ΢ΣΠͷೝূཁ݅ w ήʔτ΢ΣΠΛݸମࣝผΛ͍ͨ͠ w "84ΫϨσϯγϟϧΛ͹Β·͖ͨ͘ͳ͍ w "84ͷૢ࡞͸ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτ΢ΣΠ͸ϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w

    εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূ͸ग़དྷͳ͍ 
  52. ήʔτ΢ΣΠͷೝূཁ݅ w ήʔτ΢ΣΠΛݸମࣝผΛ͍ͨ͠ w "84ΫϨσϯγϟϧΛ͹Β·͖ͨ͘ͳ͍ w "84ͷૢ࡞͸ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτ΢ΣΠ͸ϦϞʔτ͔Βݖݶണୣ w

    εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূ͸ग़དྷͳ͍  ˠূ໌ॻ ˠূ໌ॻΛ͹Β·͍ͯ͠·͏  ˠ*".3PMFͰରԠ ˠূ໌ॻ୯ҐͰແޮԽɾ࡟আ ˠূ໌ॻΛࣄલʹ࡞੒ͯ͠Πϯετʔϧ
  53. "84·Ͱͷ௨৴ ʙ୅໨ʙ

  54. ॳ୅ඦ༿ശͷ"84௨৴  )551 )5514

  55. ୅໨ඦ༿ശͷ"84௨৴  w .255͸5$1ϕʔεͷͨΊɺ5-4Ͱ҉߸ԽՄೳ .255 .2554 5-4Ͱ҉߸Խ

  56. ௚઀%FWJDF(BUFXBZͱ௨৴  NPTRVJUUP@QVCDBpMF$"QFNDFSUDFSUQFNLFZQSJWBUFLFZQFNa I%6..:JPUVTXFTUBNB[POBXTDPNQUUPQJDUFTUJDMJFOUJEa N)FMMP 8PSME ೝূہূ໌ॻ DBpMF ɺΫϥΠΞϯτূ໌ॻ DFSU

    ɺ ϓϥΠϕʔτ伴 LFZ Λσʔλૹ৴࣌ʹࢦఆ
  57. ূ໌ॻ΋#FBNʹΦϑϩʔυ  NPTRVJUUP@QVCa I%6..:JPUVTXFTUBNB[POBXTDPNQUUPQJDUFTUJDMJFOUJEa N)FMMP 8PSME 403"$0.͞Μ͕"84*P5޲͚ʹػೳ௥Ճ
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