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Amazon Elasticsearch Service の使いドコロ

Shinji Fujimoto
July 01, 2017
Technology
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Amazon Elasticsearch Service の使いドコロ

Deverloper.IO 2017 にて

Shinji Fujimoto

July 01, 2017
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Transcript

  1. "NB[PO&MBTUJDTFBSDI4FSWJDF ͷ ࢖͍υίϩ  ౻ຊਅ࢘

  2. ࣗݾ঺հ  w౻ຊਅ࢘ w"84ࣄۀ෦
 "84ʹؔ͢Δ͜ͱΛ
 ৭ʑͱ΍ͬͯ·͢ w͔Β͋͛ͷ੟஍ੜ·Ε w೥ϒϩάຊ਺Ґ

  3.  Ϋϥεϝιουͱ&MBTUJDTFBSDIʁ

  4. &MBTUJDࣾͷύʔτφʔ 

  5. ϞόΠϧΞϓϦαʔϏε෦  w&MBTUJDTFBSDI ,JCBOBͰϩάղੳ wΞϓϦέʔγϣϯͷΠϕϯτϩά wϦΫΤετछผɺϩάΠϯ਺ͷղੳ w"84ͷϩά w4ͷૢ࡞ϩά w4&4ͷό΢ϯε؅ཧ

  6. w&MBTUJDTFBSDIͰݕࡧΛ࣮૷ ࣄۀ։ൃ෦ 

  7. "84ࣄۀ෦  wϓϦηʔϧε wશจݕࡧಋೖͷ૬ஊ w&MBTUJDTFBSDI ,JCBOBʹΑΔϩάղੳͷ૬ஊ w"84ʹ͓͚Δ&MBTUJD4UBDLج൫ͷ࢖͍ํ wίϯαϧςΟϯά w&MBTUJDTFBSDIͷ؀ڥΞηεϝϯτ wվળఏҊ

  8. ϒϩά  w&MBTUJDTFBSDIೖ໳γϦʔζ w&MBTUJD4UBDLͷ৽ػೳͷϨϏϡʔ w&MBTUJDTFBSDIɺ,JCBOBɺ-PHTUBTIɺ#FBUTɺ91BDL w&MBTUJDTFBSDI)BEPPQ΋ษڧத

  9.  Agenda

  10. ࠓ೔ͷΰʔϧ  wશจݕࡧΛ஌͍ͬͯͨͩ͘ w&MBTUJDTFBSDIΛ஌͍ͬͯͨͩ͘ w&MBTUJDTFBSDIΛ࢖͍ͬͯͨͩ͘ΩοΧέΛ࡞Δ

  11. ΞδΣϯμ  wશจݕࡧͱ3%#.4ͱ&MBTUJDTFBSDIͱ w3%#.4ར༻ऀ͔ΒݟΔ&MBTUJDTFBSDIͷΞʔΩςΫνϟ w"84ʹ͓͚Δ&MBTUJDTFBSDIͷબ୒ࢶ

  12. ΞδΣϯμ  wશจݕࡧͱ3%#.4ͱ&MBTUJDTFBSDIͱ w3%#.4ར༻ऀ͔ΒݟΔ&MBTUJDTFBSDIͷΞʔΩςΫνϟ w"84ʹ͓͚Δ&MBTUJDTFBSDIͷબ୒ࢶ

  13. ࠓ೔࿩͞ͳ͍͜ͱ  w&MBTUJDTFBSDIͷػೳϨϕϧͷৄࡉઆ໌ w&MBTUJDTFBSDIҎ֎ͷ&MBTUJD4UBDLϓϩμΫτ

  14.  શจݕࡧͱ 3%#.4ͱ &MBTUJDTFBSDIͱ

  15.  ͍͍ݕࡧͱ͸

  16. ݕࡧͱ͸  ❝σʔλͷू߹ͷத͔Β໨తͱ͢ΔσʔλΛ୳͠ग़͢͜ͱͰ͋Δ❞ IUUQTKBXJLJQFEJBPSHXJLJݕࡧ ❝ίϯϐϡʔλΛ༻͍ͯେྔͷσʔλ܈͔Β໨తʹ߹கͨ͠΋ͷΛऔΓग़͢͜ͱɻ❞ IUUQTKBXJLJQFEJBPSHXJLJ৘ใݕࡧ ❝ίϯϐϡʔλʹ͓͍ͯɺෳ਺ͷจॻʢϑΝΠϧʣ͔ΒಛఆͷจࣈྻΛݕࡧ͢Δ͜ͱɻ❞ IUUQTKBXJLJQFEJBPSHXJLJશจݕࡧ ʮݕࡧʯʮ৘ใݕࡧʯʮશจݕࡧʯʰϑϦʔඦՊࣄయɹ΢ΟΩϖσΟΞ೔ຊޠ൛ʱΑΓ

  17. ݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  18. ݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  19. ݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  20. ݕࡧਫ਼౓ͷࢦඪ  wద߹཰ͱ࠶ݱ཰ wద߹཰ wݕࡧͷਖ਼֬ੑɻݕࡧ݁Ռʹద੾ͳυΩϡϝϯτؚ͕·Ε͍ͯΔׂ߹ɻ w࠶ݱ཰ wݕࡧͷ໢ཏੑɻద੾ͳυΩϡϝϯτ͕ݕࡧ݁Ռʹؚ·Ε͍ͯΔׂ߹ɻ

  21. ద߹཰ͱ࠶ݱ཰ 

  22. ద߹཰ͱ࠶ݱ཰ 

  23. ద߹཰ͱ࠶ݱ཰ 

  24. ݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  25. ݕࡧγεςϜͱιʔτ  wݕࡧγεςϜʹ͓͍ͯιʔτ͸ॏཁ wҰ൪ద͍ͯ͠ΔهࣄΛҰ൪໨ʹදࣔͯ͠΄͍͠ w৽ணهࣄ͕ݟ͚ͨΕ͹࡞੒೔࣌Ͱιʔτ wਓؾͷهࣄ͕ݟ͚ͨΕ͹Ӿཡ਺Ͱιʔτ wϑϦʔϫʔυݕࡧͰ͸Ϛον౓Ͱιʔτ

  26.  RDBMS ͱશจݕࡧ

  27. w3%#.4ʹ͸42-͕͋Δʂ wϑϦʔϫʔυݕࡧ w-*,&ߏจʹΑΔݕࡧ wιʔτ w03%&3#:۟ʹΑΔιʔτ 3%#.4ͱશจݕࡧ 

  28. w-*,&ݕࡧʹΑΔ෦෼ҰகʹΑΔநग़ 3%#.4ͱશจݕࡧ 

  29. w3%#.4ʹΑΔιʔτ w୯ҰΧϥϜɺෳ߹ΧϥϜʹΑΔιʔτ w֤छσʔλܕΛιʔτՄೳ w਺஋ʗจࣈʗ೔෇ɾ࣌ࠁ 3%#.4ͱશจݕࡧ 

  30. 3%#.4ͱશจݕࡧ  ໰୊͋Δʁ

  31. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  wੑೳ໰୊ w෦෼ҰகݕࡧͱΠϯσοΫε wݕࡧਫ਼౓ wΧϥϜʹΑΔιʔτ w෦෼ҰகΛ׬શҰக

  32. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  wੑೳ໰୊ w෦෼ҰகݕࡧͱΠϯσοΫε wݕࡧਫ਼౓ wΧϥϜʹΑΔιʔτ w෦෼ҰகΛ׬શҰக

  33. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  w3%#.4ͷݕࡧੑೳΛ্͛Δۙಓ͸ΠϯσοΫε w෦෼Ұக͸લํҰகͩͱΠϯσοΫε͸Ұ෦ػೳ͢Δ wதؒҰகɺޙํҰக͸ػೳ͠ͳ͍

  34. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  wੑೳ໰୊ w෦෼ҰகݕࡧͱΠϯσοΫε wݕࡧਫ਼౓ wΧϥϜʹΑΔιʔτ w෦෼ҰகΛ׬શҰக

  35. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  wΧϥϜʹΑΔιʔτ wશจݕࡧʢϑϦʔϫʔυݕࡧʣʹ͓͍ͯ͸
 ΫΤϦʹ͍ۙυΩϡϝϯτΛ༏ઌతʹཉ͍͠

  36. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  wੑೳ໰୊ w෦෼ҰகݕࡧͱΠϯσοΫε wݕࡧਫ਼౓ wΧϥϜʹΑΔιʔτ w෦෼ҰகΛ׬શҰக

  37. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  w෦෼ҰகΛ׬શҰக wදهͷΏΒ͗ wʮαʔόʔʯͱʮαʔόʯ wಉٛޠɾྨٛޠ wʮΫϥεϝιουʯͱʮΫϥϝιʯ wಈࢺɾܗ༰ࢺ౳ͷ඼ࢺؒͷ౷Ұ wʮඒຯ͍͠ʯͱʮඒຯ͠͞ʯ wશ֯ʗ൒֯ɾେจࣈʗখจࣈ

    wʮ̨̖̬ʯͱʮBXTʯ

  38.  RDBMS ͷશจݕࡧ

  39. 3%#.4ͷશจݕࡧ  w3%#.4΋શจݕࡧΛػೳͱͯ͠อ༗ w.Z42-ͱશจݕࡧ w.Z42-ɿ.Z*4".ͷશจݕࡧػೳϦϦʔε w.Z42-ɿ*OOP%#ʹશจݕࡧػೳϦϦʔεʢ೔ຊޠະରԠʣ w.Z42-ɿ*OOP%#ͷશจݕࡧͷ೔ຊޠରԠ w/(SBNɺ.FDBCʹΑΔܗଶૉղੳ

  40. 3%#.4ͷશจݕࡧ  ςʔϒϧ࡞੒ʢ.FDBCύʔαʔʣ NZTRM$3&"5&5"#-&CMPH  JE*/56/4*(/&%"[email protected]*/$3&.&/5/05/6--13*."3:,&:  DPOUFOU5&95  '6--5&95

    DPOUFOU 8*5)1"34&3NFDBC &/(*/&*OOP%#$)"3"$5&34&5VUGNC ςʔϒϧ࡞੒ʢ/(SBNύʔαʔʣ NZTRM$3&"5&5"#-&CMPH  JE*/56/4*(/&%"[email protected]*/$3&.&/5/05/6--13*."3:,&:  DPOUFOU5&95  '6--5&95 DPOUFOU 8*5)1"34&3OHSBN &/(*/&*OOP%#$)"3"$5&34&5VUGNC

  41. 3%#.4ͷશจݕࡧ  ςʔϒϧมߋʢ.FDBCύʔαʔʣ NZTRM"-5&35"#-&CMPH "%% '6--5&95 DPOUFOU 8*5)1"34&3NFDBC ςʔϒϧมߋʢ/(SBNύʔαʔʣ NZTRM"-5&35"#-&CMPH

    "%% '6--5&95 DPOUFOU 8*5)1"34&3OHSBN

  42. 3%#.4ͱશจݕࡧ  ݕࡧ NZTRM4&-&$5 '30.CMPH 8)&3& ."5$) DPOUFOU "("*/45 Ϋϥεϝιου*//"563"--"/(6"(&.0%&

     +----+--------------------------------------------+ | id | content | +----+--------------------------------------------+ | 1 | クラスメソッドはブログの会社 | +----+--------------------------------------------+

  43. 3%#.4ͷશจݕࡧͰ໰୊ղܾʁ  wੑೳ໰୊ wసஔΠϯσοΫεʹΑΔΠϯσοΫε wݕࡧਫ਼౓ wΫΤϦͱͷϚον౓ʹΑΔιʔτ

  44. 3%#.4ͷશจݕࡧͰ໰୊ղܾʁ  wੑೳ໰୊ wసஔΠϯσοΫεʹΑΔΠϯσοΫε wݕࡧਫ਼౓ wΫΤϦͱͷϚον౓ʹΑΔιʔτ

  45. సஔΠϯσοΫεʹΑΔΠϯσοΫε 

  46. సஔΠϯσοΫεʹΑΔΠϯσοΫε  wύʔαʔʹԠͨ͡5FSNʹ෼ղʢ.FDBCύʔαʔͷ৔߹ʣ

  47. సஔΠϯσοΫεʹΑΔΠϯσοΫε  wύʔαʔʹԠͨ͡5FSNʹ෼ղ
 ʢ/(SBNύʔαʔ࠷େɾ࠷খจࣈͷ৔߹ʣ

  48. సஔΠϯσοΫεʹΑΔΠϯσοΫε  w෼ղͨ͠5FSNͰΠϯσοΫεΛੜ੒

  49. σʔλϕʔε సஔΠϯσοΫεʹΑΔΠϯσοΫε 

  50. సஔΠϯσοΫεʹΑΔݕࡧ  w42-ʹΑΔશจݕࡧ

  51. సஔΠϯσοΫεʹΑΔݕࡧ  wݕࡧΫΤϦ΋5FSNʹ෼ղ
 ʢ/"563"--"/(6"(&.0%&ͷ৔߹ʣ

  52. 3%#.4ͷશจݕࡧͰ໰୊ղܾʁ  wੑೳ໰୊ wసஔΠϯσοΫεʹΑΔΠϯσοΫε wݕࡧਫ਼౓ wΫΤϦͱͷϚον౓ʹΑΔιʔτ

  53. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  wUGJEGʹΑΔείΞϦϯά w5FSN'SFRVFODZ୯ޠͷग़ݱස౓ wυΩϡϝϯτʹؚ·ΕΔΫΤϦͷݸ਺͕ଟ͍΄Ͳ5'͕ߴ͍ w*OWFSTF%PDVNFOU'SFRVFODZٯจॻස౓ʢ୯ޠͷرগੑʣ wશυΩϡϝϯτʹؚ·Ε͍ͯΔΫΤϦͷݸ਺͕গͳ͍΄Ͳ*%'͕ߴ͍

  54. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  5FSN'SFRVFODZ ݕࡧจࣈɿϒϩά ϒϩάΛؚͭΉલऀͷํ͕
 5'͕ߴ͍ %FWFMPQFST*0͸ࢼͯ͠Έͨܥٕज़ϒϩάͰ͢ɻ ϒϩάΛ௨ͯ͠ΫϥεϝιουΛ஌ͬͯ΋Β͑Δͱ޾͍Ͱ͢ɻ ౻ຊਅ࢘Ͱ͢ɻ"84ͷιϦϡʔγϣϯΞʔΩςΫτΛ΍͍ͬͯ·͢ɻ ٕज़৘ใΛϒϩάͰൃ৴͍ͯ͠·͢ɻ

  55. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  *OWFSTF%PDVNFOU'SFRVFODZ ݕࡧจࣈɿϒϩά"84 ยํʹؚ͔͠·Εͳ͍"84ͷํ͕
 *%'͕ߴ͍ %FWFMPQFST*0͸ࢼͯ͠Έͨܥٕज़ϒϩάͰ͢ɻ ϒϩάΛ௨ͯ͠ΫϥεϝιουΛ஌ͬͯ΋Β͑Δͱ޾͍Ͱ͢ɻ ౻ຊਅ࢘Ͱ͢ɻ"84ͷιϦϡʔγϣϯΞʔΩςΫτΛ΍͍ͬͯ·͢ɻ ٕज़৘ใΛϒϩάͰൃ৴͍ͯ͠·͢ɻ

  56. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  UGJEG ݕࡧจࣈɿϒϩά"84 5'͸ಉ͕ͩ͡ɺ*%'͕ߴ͍"84ΛؚΉ
 ޙऀͷํ͕είΞ͕ߴ͍ %FWFMPQFST*0͸ࢼͯ͠Έͨܥٕज़ϒϩάͰ͢ɻ ϒϩάΛ௨ͯ͠ΫϥεϝιουΛ஌ͬͯ΋Β͑Δͱ޾͍Ͱ͢ɻ ౻ຊਅ࢘Ͱ͢ɻ"84ͷιϦϡʔγϣϯΞʔΩςΫτΛ΍͍ͬͯ·͢ɻ ٕज़৘ใΛϒϩάͰൃ৴͍ͯ͠·͢ɻ

  57. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  ʮtf-idfʯʰϑϦʔඦՊࣄయɹ΢ΟΩϖσΟΞ೔ຊޠ൛ʱΑΓ https://ja.wikipedia.org/wiki/Tf-idf

  58. ΫΤϦͱͷϚον౓ʹΑΔιʔτ  είΞ NZTRM4&-&$5DPOUFOU  ."5$) DPOUFOU "("*/45 ϒϩά*//"563"--"/(6"(&.0%& "4TDPSF

    '30.CMPH +------------------------------------+----------------------------+ | content | score | +------------------------------------+----------------------------+ | クラスメソッドはブログの会社 | 0.000000001885928302414186 | | ブログも仕事 | 0.000000001885928302414186 | +------------------------------------+----------------------------+

  59. 3%#.4ͷશจݕࡧ  ໰୊ղܾʁ

  60. 3%#.4ʹ͓͚Δશจݕࡧͷ໰୊  wੑೳ໰୊ wΠϯσοΫε͕Ͱ͖ͨͱ͸͍͑ɺσʔλ͕૿͑͗͢Δͱɻɻɻ wΠϯσοΫεͷංେԽʹΑΔύϑΥʔϚϯεྼԽ wݕࡧਫ਼౓ wγϯϓϧͳUGJEGʹΑΔείΞϦϯά wਖ਼نԽ

  61. 3%#.4ʹ͓͚Δݕࡧͷ໰୊  w෦෼ҰகΛ׬શҰக wදهͷΏΒ͗ wʮαʔόʔʯͱʮαʔόʯ wಉٛޠɾྨٛޠ wʮΫϥεϝιουʯͱʮΫϥϝιʯ wಈࢺɾܗ༰ࢺ౳ͷ඼ࢺؒͷ౷Ұ wʮඒຯ͍͠ʯͱʮඒຯ͠͞ʯ wશ֯ʗ൒֯ɾେจࣈʗখจࣈ

    wʮ̨̖̬ʯͱʮBXTʯ

  62.  Elasticsearch ͷશจݕࡧ

  63. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  wੑೳ໰୊ w෼ࢄॲཧʹΑΔੑೳ޲্ wݕࡧਫ਼౓ w#.ʹΑΔείΞϦϯά wଟ͘ͷਖ਼نԽख๏

  64. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  wੑೳ໰୊ w෼ࢄॲཧʹΑΔੑೳ޲্ wݕࡧਫ਼౓ w#.ʹΑΔείΞϦϯά wଟ͘ͷਖ਼نԽख๏

  65. ෼ࢄॲཧʹΑΔੑೳ໰୊ͷղܾ 

  66. ෼ࢄॲཧʹΑΔੑೳ໰୊ͷղܾ 

  67. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  wੑೳ໰୊ w෼ࢄॲཧʹΑΔੑೳ޲্ wݕࡧਫ਼౓ w#.ʹΑΔείΞϦϯά wଟ͘ͷਖ਼نԽख๏

  68. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  w#.ʹΑΔείΞϦϯά wUGJEG͸υΩϡϝϯτͷจॻྔ͕ଟ͍΄Ͳ5'͕ߴ͘ͳΓɺ
 είΞ͕େ͖͘ͳΔ܏޲ʹ͋Δ w#.͸υΩϡϝϯτͷ௕͕͞είΞʹӨڹ͢Δ

  69. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  wੑೳ໰୊ w෼ࢄॲཧʹΑΔੑೳ޲্ wݕࡧਫ਼౓ w#.ʹΑΔείΞϦϯά wଟ͘ͷਖ਼نԽख๏

  70. &MBTUJDTFBSDIʹΑΔ໰୊ͷղܾ  wਖ਼نԽʹΑΔݕࡧਫ਼౓ͷ޲্

  71. &MBTUJDTFBSDIͰ࣮ݱͰ͖ΔݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  72. &MBTUJDTFBSDIͰ࣮ݱͰ͖ΔݕࡧγεςϜͷཁ݅  wϑϦʔϫʔυݕࡧ wιʔτ wϖʔδϯά wϑΝδʔݕࡧ wϋΠϥΠτ wߜΓࠐΈ wूܭ wαδΣετ

    wྨࣅهࣄݕࡧ wҐஔݕࡧ wϨϯδݕࡧ wݕࡧਫ਼౓ wੑೳ

  73.  "84؀ڥʹ͓͚Δ &MBTUJDTFBSDIͷબ୒ࢶ

  74. "84؀ڥʹ͓͚Δશจݕࡧͷબ୒ࢶ  w"NB[PO$MPVE4FBSDI w&MBTUJDTFBSDIPO&$ w"NB[PO&MBTUJDTFBSDI4FSWJDF w&MBTUJD$MPVE w&MBTUJD$MPVE&OUFSQSJTF

  75.  CloudSearch

  76. "NB[PO$MPVE4FBSDI  w΢ΣϒαΠτ·ͨ͸ΞϓϦέʔγϣϯ޲͚ͷݕࡧαʔϏε w"QBDIF4PMSϕʔε w&MBTUJDTFBSDIϕʔεͰ͸ͳ͍͕ɺ&MBTUJDTFBSDI΋4PMS΋ "QBDIF-VDFOF͕ϕʔε wϓϥοτϑΥʔϜΑΓ΋αʔϏεʹ͍ۙ wཁ݅ʹ߹͍ͬͯΕ͹ɺͦͷଞαʔϏεΑΓ΋ӡ༻ָ͕ https://www.slideshare.net/AmazonWebServicesJapan/aws-black-belt-tech-webinar-2016-amazon-cloudsearch-amazon-elasticsearch-service

  77.  Elasticsearch on EC2

  78. &MBTUJDTFBSDIPO&$  w&$Πϯελϯε্Ͱ&MBTUJDTFBSDIΫϥελΛߏங w"84ར༻අ͕௿ίετ w&MBTUJDTFBSDIͷػೳΛ੍ݶͳ͘ར༻Մೳ wηΩϡΞʹΞΫηεՄೳ

  79. &MBTUJDTFBSDIPO&$  wӡ༻͸ࣗ͝਎Ͱʂ wͨͩͦΜͳʹӡ༻͕େมͳͷ͔ w&MBTUJDTFBSDIΛΠϯϑϥӡ༻؍఺͔Β͝঺հ

  80. &MBTUJDTFBSDIPO&$  wՄ༻ੑɿ4IBSE"MMPDBUJPO"XBSFOFTT

  81. &MBTUJDTFBSDIPO&$  wՄ༻ੑɿ&$%JTDPWFSZ1MVHJO

  82. &MBTUJDTFBSDIPO&$  wՄ༻ੑɿΞϓϦέʔγϣϯଆ͔Βͷ઀ଓ

  83. &MBTUJDTFBSDIPO&$  wੑೳ֦ுɿ"VUP4DBMJOH εέʔϧΠϯϙϦγʔʹཁ஫ҙ σʔλϩετͷՄೳੑ΋ʂ

  84. &MBTUJDTFBSDIPO&$  wόοΫΞοϓɿ43FQPTJUPSZ1MVHJO

  85.  Amazon Elasticsearch Service ͱ Elastic Cloud

  86. "NB[PO&MBTUJDTFBSDI4FSWJDF  w"84͕ఏڙ͢Δ"84ͷΠϯϑϥΛ࢖ͬͨ
 &MBTUJDTFBSDI ,JCBOBͷϚωʔδυαʔϏε w਺ΫϦοΫͰϓϩϏδϣχϯάɾઃఆมߋ wϓϥοτϑΥʔϜͷӡ༻͸"84ʹ͓೚ͤ

  87. &MBTUJD$MPVE  w&MBTUJD͕ఏڙ͢Δ"84ͷΠϯϑϥΛ࢖ͬͨ
 &MBTUJDTFBSDI ,JCBOBͷϚωʔδυαʔϏε w਺ΫϦοΫͰϓϩϏδϣχϯάɾઃఆมߋ wϓϥοτϑΥʔϜͷӡ༻͸&MBTUJDʹ͓೚ͤ

  88.  ΞʔΩςΫνϟ

  89. "NB[PO&MBTUJDTFBSDI4FSWJDF  Ҿ༻ɿhttps://www.slideshare.net/AmazonWebServices/bdt209-launch-amazon-elasticsearch-for-realtime-data-analytics

  90. &MBTUJD$MPVE  Ҿ༻ɿhttps://speakerdeck.com/elastic/elastic-cloud-architecture-deep-dive?slide=8

  91.  ϚωʔδυαʔϏε಺༰ ϓϩϏδϣχϯά

  92. ϓϩϏδϣχϯά  "NB[PO&4 &MBTUJD$MPVE ར༻Մೳ7FS "84͕ڐՄͨ͠όʔδϣϯ ࠷৽όʔδϣϯʹ௥ै ϊʔυ਺ બ୒Մ બ୒Մ

    $16.&. ΠϯελϯελΠϓͰબ୒ $16.&.%*4,ͷ૊Έ߹Θͤ %JTL αΠζɾλΠϓͱ΋ʹࢦఆՄ $16.&.%*4,ͷ૊Έ߹Θͤ .VMUJ"; ࢦఆՄ ࢦఆՄ .BTUFSϊʔυ ઐ༻഑ஔՄ ઐ༻഑ஔෆՄ ઃఆϑΝΠϧ ฤूෆՄ ฤूՄ

  93.  ϚωʔδυαʔϏε಺༰ ӡ༻

  94. ӡ༻  "NB[PO&4 &MBTUJD$MPVE ؂ࢹ $MPVE8BUDI 91BDLʢ.POJUPSJOHʣ ΞΫηε੍ޚ *".QPMJDZ 91BDLʢ4FDVSJUZʣ

    όοΫΞοϓ ೔ຖʢ೔อ࣋ʣ ෼ຖʢ೔อ࣋ʣ εέʔϧΞοϓ ϊʔμ΢ϯλΠϜ ϊʔμ΢ϯλΠϜ εέʔϧΞ΢τ ϊʔμ΢ϯλΠϜ ϊʔμ΢ϯλΠϜ όʔδϣϯΞοϓ खಈҠߦ ϊʔμ΢ϯλΠϜ ར༻ՄೳWFS "84͕ڐՄͨ͠όʔδϣϯ ࠷৽όʔδϣϯʹ௥ै

  95.  ϚωʔδυαʔϏεʹΑΔ ੍ݶ

  96. ੍ݶ  "NB[PO&4 &MBTUJD$MPVE "1* ੍ݶ͋Γ ੍ݶͳ͠ ϦετΞ "844VQQPSUʹґཔ (6*͔Βࣗ෼Ͱ

    ୆਺੍ݶ  ݟ͚ͭΒΕͳ͔ͬͨ εΫϦϓτ ܥͰҰ෦Մ ར༻Մ൱Λબ୒Մ ϓϥάΠϯ ࢦఆ͞ΕͨϓϥάΠϯ͕ ΠϯετʔϧࡁΈ ࢦఆ͞ΕͨϓϥάΠϯͷ Πϯετʔϧཁ൱Λબ୒ 5$1τϥϯεϙʔτ ར༻ෆՄ ར༻Մ αϙʔτ "844VQQPSU &MBTUJDࣾͷαϙʔτ ϓϥϯʹΑͬͯՄม

  97.  Elastic Cloud ͷڧΈ

  98. &MBTUJDTFBSDI$MPVE  w࠷৽όʔδϣϯͷ௥ैͱθϩμ΢ϯλΠϜΞοϓάϨʔυ w&MBTUJD4UBDL͸ϦϦʔεαΠΫϧ͕ૣ͍ wόʔδϣϯΞοϓ͸݁ߏ໘౗ w&MBTUJD$MPVEͳΒΫϥελͷόʔδϣϯΞοϓΛ਺ΫϦοΫͰ wμ΢ϯλΠϜͳ͠ͰΞοϓάϨʔυ εϥΠυɹhttps://speakerdeck.com/elastic/elastic-cloud-architecture-deep-dive?slide=9

  99. &MBTUJDTFBSDI$MPVE  w91BDLͷར༻ʢ༗ঈϓϩμΫτʣ w4FDVSJUZϢʔβʔ໊ɾύεϫʔυʹΑΔೝূɾೝՄ w.POJUPSJOH&MBTUJDTFBSDI,JCBOBΫϥελͷ؂ࢹ w"MFSUJOH༷ʑͳख๏ʹΑΔݕ஌ɾ௨஌ w3FQPSUJOH,JCBOBͷάϥϑɾμογϡϘʔυͷϑΝΠϧग़ྗ w(SBQIσʔλؒͷܨ͕ΓΛݕग़

  100. &MBTUJDTFBSDI$MPVE  w91BDLͷར༻ʢ༗ঈϓϩμΫτʣ wελϯμʔυϓϥϯͰ΋Ϋϥελͷ߹ܭϝϞϦ஋͕
 (#ҎԼͰ͋Ε͹ w91BDLΛར༻Մೳ https://www.elastic.co/guide/en/cloud/current/licensing.html

  101.  Amazon Elasticsearch Service ͷڧΈ

  102. "NB[PO&MBTUJDTFBSDI4FSWJDF  wαʔϏεؒΠϯςάϨʔγϣϯ &-# &$ 3%4 &MBTUJDTFBSDI 4FSWJDF -BNCEB -BNCEB

    $MPVE'SPOU $MPVE8BUDI &WFOU 4 ΞΫηεϩά ೚ҙͷϩά εϩʔΫΤϦϩά http://dev.classmethod.jp/cloud/aws/elb-accesslog-to-elasticsearch/ http://dev.classmethod.jp/server-side/elasticsearch/cloudfront-log-to-kibana/ http://dev.classmethod.jp/cloud/aws/rds-mysql-slowquerylog-to-es/ ϒϩά

  103. "NB[PO&MBTUJDTFBSDI4FSWJDF  wαʔϏεؒΠϯςάϨʔγϣϯ &MBTUJDTFBSDI 4FSWJDF -BNCEB $MPVE8BUDI
 -PHT $MPVE5SBJM ઃఆʹΑΔ࿈ܞ

    $MPVE8BUDI-PHTͷઃఆʹΑΓࣗಈੜ੒ ιʔείʔυ΋"84͕ఏڙ ϒϩάɹhttp://dev.classmethod.jp/cloud/aws/cloudtrail-to-elasticsearch-service/

  104. "NB[PO&MBTUJDTFBSDI4FSWJDF  wαʔϏεؒΠϯςάϨʔγϣϯ *P5σόΠε "84*P5 ,JOFTJT 'JSFIPTF &MBTUJDTFBSDI 4FSWJDF εϥΠυɹhttps://speakerdeck.com/shinjifujimoto/hazimetefalseiot

  105.  Elastic Cloud Enterprise

  106. &MBTUJDTFBSDI$MPVE  w&MBTUJD$MPVEΛࣗ෼ͷ؀ڥʹʂ w"84ʗΦϯϓϨʗଞ$MPVEαʔϏεͲ͜Ͱ΋ಈ͔ͤ·͢ w"84Ͱ͋Ε͹ɺ".*͕഑෍ wৄ͘͠͸ϒϩάΛʂ http://dev.classmethod.jp/server-side/elasticsearch/elastic-cloud-enterprise-alpha-release/ http://dev.classmethod.jp/server-side/elasticsearch/deployed-ece-to-aws-single/ http://dev.classmethod.jp/server-side/elasticsearch/elastic-cloud-enterprise-production-image/

  107. ·ͱΊ  w3%#.4Ͱ͍͘ͷ͔ɺ
 3%#.4ͷશจݕࡧػೳΛར༻͢Δͷ͔ɺ
 &MBTUJDTFBSDIΛར༻͢Δͷ͔͸
 γεςϜͷݕࡧཁ݅ʹΑͬͯબ୒Λɻ w"84Λ͝ར༻ͷํ͸&MBTUJDTFBSDIͷར༻ํ๏͕ෳ਺͋Δ
 γεςϜͷݕࡧཁ݅ͱ੍ݶɺ
 ίετͱӡ༻ମ੍ʹΑͬͯબ୒Λɻ wར༻ʹ೰Μͩ࣌͸IUUQTDMBTTNFUIPEKQJORVJSZ

  108. None