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October 21, 2017
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The story behind AbemaTV

On technologies and load countermeasures supporting large-scale traffic.

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rm-rf-slant

October 21, 2017

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Transcript

  1. CyberAgent, Inc. All Rights Reserved. "CFNB57ͷཪଆ େن໛τϥϑΟοΫΛࢧ͑Δٕज़ͱෛՙରࡦͷ࿩ "CFNB57%&7&-01&3$0/'&3&/$& IBTIUBHBCFNBUW@EFW %BUF0DUPCFSUI

    1SFTFOUFS4IPOPTVLF0LBEB

  2. "HFOEB 

  3. Null Agenda 00 w*OUSPEVDUJPO w"CPVUMPBEUFTU w#JIJOEUIFTDFOFTTUPSZ w$PODMVTJPO

  4. *OUSPEVDUJPO 

  5. 4FMG *OUSPEVDUJPO  w /BNF 4IPOPTVLF0LBEBɹ!SNSGTMBOU w %FQBSUNFOU ٕज़ຊ෦4FSWJDF3FMJBCJMJUZ(SPVQ 43(

     w 8PSLFYQFSJFODF "QSJMr/PWFNCFS "NFCBCMPH 0XOE $3044.&FUD %FDFNCFSr1SFTFOU "CFNB57

  6. 01 "SDIJUFDUVSF

  7. "SDIJUFDUVSF *OUSPEVDUJPO 

  8. "SDIJUFDUVSF *OUSPEVDUJPO  ๲େա͗ͯ෼Ͱ͸ແཧ ˞ը૾͸͋͘·ͰΠϝʔδͰ͢

  9. "SDIJUFDUVSF *OUSPEVDUJPO  w "CFNB57%&7&-01&3$0/'&3&/$& !TUSTL  IUUQTTQFBLFSEFDLDPNTUSTLHLFBUBCFNBUW

  10. "SDIJUFDUVSF *OUSPEVDUJPO  w (PPHMF$MPVE/FYU`JO5PLZP !FEJUOVLJ  IUUQTXXXZPVUVCFDPNXBUDI WRBI2Z%'RL

  11. )JSJOH *OUSPEVDUJPO  IUUQTBCFNBHO[SBT 8PSLBU"CFNB57

  12. "CPVUMPBEUFTU 

  13. 0WFSWJFX "CPVUMPBEUFTU  0DUPCFS1SFTFOU

  14. 0WFSWJFX "CPVUMPBEUFTU  October 2016 - Present

  15. October 2016 - Present 0WFSWJFX "CPVUMPBEUFTU 

  16. October 2016 - Present 0WFSWJFX "CPVUMPBEUFTU 

  17. October 2016 - Present 0WFSWJFX "CPVUMPBEUFTU 

  18. October 2016 - Present 0WFSWJFX "CPVUMPBEUFTU 

  19. October 2016 - Present ͍ͭ͘΋ͷώοτاը΍൪૊͕஀ੜ 0WFSWJFX "CPVUMPBEUFTU 

  20. October 2016 - Present ͍ͭ͘΋ͷώοτاը΍൪૊͕஀ੜ ͍ͭ͘΋ͷཱͪ͸͔ͩΔࢼ࿅ ന໨ 0WFSWJFX "CPVUMPBEUFTU 

  21. ෛՙࢼݧ 0WFSWJFX "CPVUMPBEUFTU 

  22. "CFNB57Ͱ͸͜͏͍ͯ͠·͢ 0WFSWJFX "CPVUMPBEUFTU 

  23. 0WFSWJFX "CPVUMPBEUFTU  -PDVTU  XSL

  24. 01 -PDVTU

  25. -PDVTU "CPVUMPBEUFTU  w 1ZUIPO੡ͷ෼ࢄܕϢʔβʔෛՙςετπʔϧ w HFWFOUΛ࢖༻ͨ͠׬શͳΠϕϯτϕʔεػߏ HFWFOUࣗମ͸ίϧʔνϯϕʔεͰෳ਺ͷUBTL Λ͜ͳ͢ඇಉظ*0ϥΠϒϥϦ (SFFOMFUͱ͍͏ܰྔܕͷίϧʔνϯ͕࣮ମ

    04ϓϩηε಺Ͱ͸࣮ߦ͞ΕΔ͕ɺڠௐతʹ εέδϡʔϦϯά͞ΕΔ !0WFSWJFX 

  26. -PDVTU "CPVUMPBEUFTU  w *0଴ͪʹͳͬͨΒPO@FWFOU͕ൃՐ͠ɺผͷλεΫʢγφϦ Φʣ͕࣮ߦ͞ΕΔ w ίΞΛे෼ʹ࢖͍͍ͨ৔߹ɺEFTUSJCVUFENPEFΛ࢖༻ "CFNB57Ͱ͸ɺ(,&্ͰେྔͷEFTUSJCVUFE NPEFXPSLFSΛ഑ஔͯ͠γφϦΦϑΝΠϧΛ

    ճ͠ɺIJHIUISPVHIQVUΛ࣮ݱ͍ͯ͠Δ !0WFSWJFX 

  27. -PDVTU "CPVUMPBEUFTU  MPDVTUDMVTUFS HBUFXBZ  w .BDIJOFUZQF OIJHIDQV W$16T

    (#NFNPSZ  w /PEF  [POFOPEF DPSF  w 1PE MPDVTUHBUFXBZXPSLFS  MPDVTUHBUFXBZWJEFPXPSLFS  !%FUBJM 

  28. -PDVTU "CPVUMPBEUFTU  MPDVTUDMVTUFS NFEJBQSPYZ  w .BDIJOFUZQF OIJHIDQV W$16T

    (#NFNPSZ  w /PEF  [POFOPEF DPSF  w 1PE MPDVTUNFEJBQSPYZXPSLFS  MPDVTUNFEJBQSPYZEBTIXPSLFS  !%FUBJM 

  29. -PDVTU "CPVUMPBEUFTU  !%FUBJM  5PUBMDPSF

  30. -PDVTU "CPVUMPBEUFTU  w 8FC6*͔ΒϦΞϧλΠϜͰ֤QBUIͷSFRTFD΍ɺ FYFQUJPOΛ؍ଌ͢Δ͜ͱ͕Մೳ w 4DBMFʹڧ͍ (,&º-PDVTUͷ૬ੑ͕ྑ͍ w

    ᙱ͍ͱ͜Ζʹख͕ಧ͘ ໖ີͳγφϦΦ΋Մ  QVTIड͚औΓ࣌ɺ$.ೖΓɺWJEFPFUDʜ !1SPT

  31. -PDVTU "CPVUMPBEUFTU  w 8FC6*͔ΒϦΞϧλΠϜͰ֤QBUIͷSFRTFD΍ɺ FYFQUJPOΛ؍ଌ͢Δ͜ͱ͕Մೳ w 4DBMFʹڧ͍ (,&º-PDVTUͷ૬ੑ͕ྑ͍ w

    ᙱ͍ͱ͜Ζʹख͕ಧ͘ ໖ີͳγφϦΦ΋Մ  QVTIड͚औΓ࣌ɺ$.ೖΓɺWJEFPFUDʜ !1SPT

  32. -PDVTU "CPVUMPBEUFTU  !8FC6*

  33. -PDVTU "CPVUMPBEUFTU  w ࣗ༝౓͕ߴ͍ނɺൿ఻ͷλϨԽ͠΍͍͢ ݱঢ়΋ɺઌਓ͕ॻ͍ͨίʔυΛܧ͗଍ͨ͠Γ ࡟ͬͨΓ͠ͳ͕Β࢖༻͍ͯ͠Δ ͦͷͨΊɺϦϑΝΫλϦϯάͷ༨஍͸େ͍ʹ ͋Δ ίΞ΋͍Βͳ͍આ

     !$POT

  34. -PDVTU "CPVUMPBEUFTU  w ෛՙࢼݧ؀ڥͷTUBSUTUPQ΍࣮ߦɺϨϙʔτͷूܭ FWJEFODFऔಘFUD ·Ͱ͸$IBU0QTԽ γφϦΦ࡞੒ͷΈखಈ w CPPNFSΛ࢖༻ͨ͠શγφϦΦͷSFQMBDF

    1ZUIPOHPMBOH ཁݕূ IUUQTHJUIVCDPNNZ[IBOCPPNFS !'VUVSFXPSL

  35. -PDVTU "CPVUMPBEUFTU  ͭͷFOEQPJOUʹରͯ͠αΫοͱ ݶքੑೳࢼݧ͍ͨ࣌͠ɺ-PDVTU͸ ϔϏʔա͗Δ໰୊

  36. -PDVTU "CPVUMPBEUFTU  ͦΜͳ࣌͸͜Ε

  37. 01 XSL

  38. XSL "CPVUMPBEUFTU  w -VBͰγφϦΦΛهड़Մೳͳ)551ϕϯνϚʔΫπʔϧ w ୯ҰͷϚϧνίΞ$16্Ͱ࣮ߦ͢Δͱେن໛ͳෛՙΛ ൃੜͤ͞Δ͜ͱ΋Մೳ ϚϧνεϨουઃܭ FQPMM΍LRVFVFͳͲͷFWFOU௨஌γεςϜΛ૊

    Έ߹Θ࣮ͤͯݱ !0WFSWJFX

  39. XSL "CPVUMPBEUFTU  XSLUDETIUUQJOEFYIUNM !#BTJD6TBHF

  40. XSL "CPVUMPBEUFTU  XSLUDETIUUQJOEFYIUNM !#BTJD6TBHF WFHFUB "QBDIF#FODI 4JFHF L ˢ͜ͷลΓͷπʔϧΛ৮ͬͨ͜ͱ͕͋Δํ͸ɺ͙͢खʹೃછΉ͔΋ʁ

  41. XSL "CPVUMPBEUFTU  w Ϩϙʔτग़ྗ෦෼ΛΧελϜͰ͖Δ ࣮૷࣍ୈͰ޷͖ͳ΋ͷΛղੳ͢Δ͜ͱ͕Մೳ w ͦ΋ͦ΋-VBͳͷͰɺߴ଎׌ͭύϫʔ΋े෼ w #JOBSZΛ࢖༻ͨ͠SFRVFTU΋΋ͪΖΜରԠ

    w ͪΐͬͱͨ͠γφϦΦ΋هड़Մೳ !1SPT

  42. XSL "CPVUMPBEUFTU  w Ϩϙʔτग़ྗ෦෼ΛΧελϜͰ͖Δ ࣮૷࣍ୈͰ޷͖ͳ΋ͷΛղੳ͢Δ͜ͱ͕Մೳ w ͦ΋ͦ΋-VBͳͷͰɺߴ଎׌ͭύϫʔ΋े෼ w #JOBSZΛ࢖༻ͨ͠SFRVFTU΋΋ͪΖΜରԠ

    w ͪΐͬͱͨ͠γφϦΦ΋هड़Մೳ !1SPT

  43. XSL "CPVUMPBEUFTU  w MBUFODZͷQFSDFOUJMFදࣔ w UISFBEͷৄࡉ৘ใදࣔ ۉ౳ʹෛՙΛ༩͑ΒΕ͍ͯΔ͔֬ೝՄೳ UIFBEͱDPOOFDUJPOͷόϥϯεΛՄࢹԽ w

    Ϩϙʔτղੳ࣌ؒͷදࣔ !*NQMPWFEWFSTJPO

  44. XSL "CPVUMPBEUFTU  w Ϩϙʔτͷूܭʹ͸ऑ͍ ྫ͑͹ɺWFHFUBͷSFQPSUίϚϯυΈ͍ͨͳɺ WSϑΝΠϧΛूܭ͢ΔΑ͏ͳػೳ͸ଘࡏ͠ͳ͍ ෳ਺IPTUͰXSLΛ࣮ߦͨ͠ࡍͷूܭ෦෼͸ɺ ಠࣗͰ࡞Δ͔͠ͳ͍ !$POT

  45. XSL "CPVUMPBEUFTU  w "CFNB57Ͱ͸छྨͷෛՙςετπʔϧΛ࢖༻ -PDVTU ໖ີͳγφϦΦઃܭ͕ٻΊΒΕͨ࣌ QVTIड͚औΓ࣌ɺ$.ೖΓɺWJEFPFUD XSL ݶքੑೳࢼݧPS୯ൃςετͷ࣌

    %3.UFDIOPMPHZFUD !4VNNBSZ

  46. #JIJOEUIFTDFOFTTUPSZ 

  47. #JIJOEUIFTDFOFTTUPSZ  ($14FSWJDFTJO6TF (,& ($& #JH%BUB 4UPSBHF%# /FUXPSL .BOBHFNFOU5PPM

  48. #JIJOEUIFTDFOFTTUPSZ  ($14FSWJDFTJO6TF (,& ($& #JH%BUB 4UPSBHF%# /FUXPSL .BOBHFNFOU5PPM

  49. 01 .POHP%#

  50. #JIJOEUIFTDFOFTTUPSZ  .POHP%# .POHP%#$MPVE.BOBHFS IUUQTXXXNPOHPECDPNDMPVEDMPVENBOBHFS

  51. #JIJOEUIFTDFOFTTUPSZ  .POHP%# .POHP%#.BOBHFNFOU4FSWJDF .POHP%#$MPVE.BOBHFS

  52. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 3FTUPSF

  53. #JIJOEUIFTDFOFTTUPSZ  .POHP%# !3FTUPSFrCFGPSF .POHP%#4IBSEFE$MVTUFS NPOHPDºO $POGJH4FSWFST NPOHPEºO 4UPSFTEBUB BSCJUFSº

    7PUFTGPSFMFDUJPO NPOHPT NJDSPTFSWJDF .POHP%#GPS4IBSE NPOHPEVNQ &YQPSUTEBUB

  54. #JIJOEUIFTDFOFTTUPSZ  .POHP%# !3FTUPSFrCFGPSF .POHP%#4IBSEFE$MVTUFS NPOHPDºO $POGJH4FSWFST NPOHPEºO 4UPSFTEBUB BSCJUFSº

    7PUFTGPSFMFDUJPO NPOHPT NJDSPTFSWJDF .POHP%#GPS4IBSE NPOHPEVNQ &YQPSUTEBUB

  55. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 0WFSWJFX w NPOHPEVNQ ($& ͕EVNQϑΝΠϧ࡞੒ w ࡞੒ͨ͠EVNQϑΝΠϧ͸($4΁

    w EVNQϑΝΠϧΛݩʹNPOHPT͕SFTUPSF w ࣮ߦ࣌ࠁ͸". w ࣮ߦ࣌ؒ͸NJO !3FTUPSFrCFGPSF

  56. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 0WFSWJFX w NPOHPEVNQ ($& ͕EVNQϑΝΠϧ࡞੒ w ࡞੒ͨ͠EVNQϑΝΠϧ͸($4΁

    w EVNQϑΝΠϧΛݩʹNPOHPT͕SFTUPSF w ࣮ߦ࣌ࠁ͸". w ࣮ߦ࣌ؒ͸NJO !3FTUPSFrCFGPSF

  57. #JIJOEUIFTDFOFTTUPSZ  .POHP%# Њʮ͋ΕɺSFTUPSF͕ࣦഊ͍ͯ͠Δɻɻʯ !3FTUPSFrCFGPSF

  58. #JIJOEUIFTDFOFTTUPSZ  .POHP%# ෼ؒແྗ !3FTUPSFrCFGPSF

  59. ઈ๬ #JIJOEUIFTDFOFTTUPSZ  .POHP%#

  60. #JIJOEUIFTDFOFTTUPSZ  .POHP%# ͜Ε͸ෆ݈શ !3FTUPSFrCFGPSF

  61. #JIJOEUIFTDFOFTTUPSZ  .POHP%# $MPVE.BOBHFSͷ4OBQTIPU ɹɹɹɹɹɹɹػೳΛݕূ͢Δ͜ͱʹ !3FTUPSFrCFGPSF

  62. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 3FTVMU w ࣮ߦ͕࣌ؒNJONJO ҎԼʹʂ  &BTUFSO64ϦʔδϣϯͰɺσʔλྔ͸(ऑ ˞͋͘·Ͱ"CFNB57ͷ؀ڥͰͷ࣮੷

    w ผ؀ڥͷ4OBQTIPUΛ࢖༻ͯ͠΋ɺ TIBSE΍DIVOL৘ใ͸Α͠ͳʹղܾͯ͘͠ΕΔ TIBSELFZSBOHF͚ͩ൓өͯ͘͠ΕΔ !3FTUPSFrBGUFS

  63. #JIJOEUIFTDFOFTTUPSZ  .POHP%# !3FTUPSFrBGUFS ⾠$BVUJPO w 3FTUPSF࣌͸XSJUF๷ࢭͷͨΊʹɺҙਤతʹ$MPVE .BOBHFS͕NPOHPEΛࢭΊΔͷͰɺ ΦϯϥΠϯͰ͸࢖༻ෆՄ ˞͋͘·Ͱ৽ن࡞੒࣌ɺ͋Δ͍͸4IBSEFE

    $MVTUFSશମ͕ഁଛͨ͠ࡍʹ࢖༻͢Δ͜ͱ

  64. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 8FCίϯιʔϧ͸ۃྗ৮Γͨ͘ͳ͍ !3FTUPSFrBGUFS

  65. #JIJOEUIFTDFOFTTUPSZ  .POHP%# $-5Λ࡞੒͠·ͨ͠ɻ !3FTUPSFrBGUFS

  66. #JIJOEUIFTDFOFTTUPSZ  .POHP%# • NDN .POHP%#$MPVE.BOBHFS DPNNBOE !3FTUPSFrBGUFS

  67. #JIJOEUIFTDFOFTTUPSZ  .POHP%# 'VUVSFXPSL w 4OBQTIPUΛબ୒͢Δػೳ w ϓϩδΣΫτຖʹ"MFSUͷઃఆΛ࡞੒͠ɺ؅ཧͰ͖Δػೳ !3FTUPSFrBGUFS

  68. 01 $MPVE#JHUBCMF

  69. #BDLVQ  .FUSJDT #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  70. 01 $MPVE#JHUBCMFrCBDLVQ

  71. ઌʹ݁࿦ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  72. w ํ๏͸͔ͭ͠ͳ͍ $MPVE%BUBGMPXΛ࢖༻ͯ͠ςʔϒϧΛҰ࿈ͷ ʮ)BEPPQγʔέϯεϑΝΠϧʯͱͯ͠FYQPSU !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  73. w ํ๏͸͔ͭ͠ͳ͍ $MPVE%BUBGMPXΛ࢖༻ͯ͠ςʔϒϧΛҰ࿈ͷ ʮ)BEPPQγʔέϯεϑΝΠϧʯͱͯ͠FYQPSU ϢʔςΟϦςΟ͕༻ҙ͞Ε͍ͯΔ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  74. 21PJOUJOUJNFతͳόοΫΞοϓํ๏͸ʁ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  75. "ݱ࣌఺Ͱଘࡏ͠ͳ͍ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  76. • IUUQTTUBDLPWFSGMPXDPNRVFTUJPOTHPPHMFDMPVECJHUBCMFCBDLVQBOESFDPWFSZ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  77. • IUUQTTUBDLPWFSGMPXDPNRVFTUJPOTHPPHMFDMPVECJHUBCMFCBDLVQBOESFDPWFSZ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  78. UIFSFJTOPQMBOOFE EFMJWFSZEBUFBUUIJTUJNF !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  79. UIFSFJTOPQMBOOFE EFMJWFSZEBUFBUUIJTUJNF !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF ೥݄࣌఺ͷճ౴ͳͷͰɺ΋͔ͨ͠͠Βͦͷ͏ͪ ϦϦʔε͞ΕΔ͔΋ʁ

  80. 24OBQTIPU͸ରԠͯ͠ͳ͍ͷʁ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  81. • IUUQTDMPVEHPPHMFDPNCJHUBCMFEPDTICBTFEJGGFSFODFTTOBQTIPUT #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  82. "ݱ࣌఺Ͱ͸αϙʔτ͞Ε͍ͯͳ͍ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

  83. զʑ͸αϙʔτ͞ΕΔ·Ͱɺ ࢦΛ͘Θ͑ͯ଴͔ͭ͠ͳ͍ʁ !#BDLVQ #JIJOEUIFTDFOFTTUPSZ  $MPVE#JHUBCMF

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