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카카오 분석플랫폼 변천사

kakao
December 09, 2022

카카오 분석플랫폼 변천사

#AnalysisPlatform

카카오내 수천억건이 넘는 데이터 환경에서 비즈니스 의사 결정을 도울수 있는 데이터 분석플랫폼을 구축한 사례를
분석 플랫폼의 변화 과정을 통해 공유드리고자 합니다.

발표자 : jay.kim
카카오 데이터 연구실에서 데이터분석플랫폼을 개발하고 있는 jay 라고 합니다.

kakao

December 09, 2022
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  1. %BUB"OBMZUJDT1MBUGPSN ਃҳࢎ೦ 4FHNFOU 'VOOFM 'MPX 3FUFOUJPO %BTICPBSE,1* 6TFS &YQMPSBUPSZ 8IBU8IZ)PX

    "#5FTU 3FBM - UJNF 'BTU 4DBMBCMF ੉৬э਷׮নೠਃҳࢎ೦ٜ੉ઓ੤೤פ׮
  2. ਃҳࢎ೦ ҳࢿ पदр௑బஎ௿ܼ "QBDIF NPEVMF 8"4 .Z42- .Z42- GFEFSBUFE .Z42-ਸࢎਊೞৈࡅܰѱܻನ౴ਸҳഅೡࣻ੓਺

    ೞܖ੉࢚੄૑಴ܳࠁৈ઱ӟয۵Ҋӝр੉ӡয૑ݶ.Z42-ࠗೞоߊࢤೣ .Z42-؀੢গदәѺೠࣘب੷ೞߊࢤਵ۽ؘ੉ఠ੸੤ীب੉गߊࢤ
  3. ਃҳࢎ೦ ҳࢿ "QBDIF NPEVMF 8"4 .Z42- .Z42- GFEFSBUFE ؘ੉ఠ۝੉݆ই૘҅ࢲߡܳ߹ب۽فয࠙૘҅୊ܻ ࢎਊ੗߹೧यೞৈ࠙࢑੷੢

     दрੌ߹૘҅ח0SBDMFীऺੋSBXؘ੉ఠӝ߈ਵ۽ߓ஖૘҅୊ܻ ࢜߷ߓ஖दр  ૘҅ࢲߡ੢গद੹୓ؘ੉ఠ੸੤ী੉ग0SBDMF؀ীࢲ୊ܻೞ޲۽߽ݾߊࢤ ૘҅ࢲߡ D ؘ੉ఠ ࢥ٬ ࠙૘҅Ѿҗ SBXEBUBJOTFSU ࢲ࠺झ૑಴ 6717 0SBDMF पदр௑బஎ௿ܼ दр߹ੌ߹ߓ஖
  4. ਃҳࢎ೦ दझమҳઑѐࢶ BQBDIF NPEVMF GJMFT ࠙ दр؀߹૘҅ ׮নೠରਗ૘҅ ࢲ࠺झ૑಴ 0SBDMF

    ܻನ౴ప੉࠶ ,FUUMF &5-ో ೞنীؘ੉ఠܳࠁҙೞҊ)JWF૘҅ܳా೧ഛ੢ࢿҗࣘببѐࢶ )JWFח׮নೠ૘҅୊ܻооמೞ૑݅߈਽ࣘبоו۰"E - )PD࠙ࢳਸਤ೧Ӓܽ೒ۢبੑ ׮নೠ૘҅୊ܻী؀ೠ'-08ҙܻܳਤ೧&5-ోਸبੑ
  5. $MJDLIPVTFࣗѐ DMJDLIPVTFDPN য়೑ࣗझ  IUUQT HJUIVCDPN$MJDL)PVTF$MJDL)PVTF $PMVNO - 0SJFOUFE.11EBUBCBTF 'BTU

    'MFYJCMF 4DBMBCMF $PNQSFTTJPOBOEDPEFDTUPSFEVDF*0 7FDUPSJ[FERVFSZFYFDVUJPO #VJMU - JOBOBMZUJDTDBQBCJMJUJFT
  6. ࣁӒݢ౟࠙ࢳ $MJDLIPVTF ࢎਊ੗*%о೙ਃೞ޲۽ؘ੉ఠ੷੢दਗࠄӒ؀۽੷੢ ࢎਊ੗*%ܳ೧यೞৈࢲߡ߹۽࠙࢑ప੉࠶ী੷੢ ࣁӒݢ౟࠙ࢳ਷ѐ߹ࢎਊ੗֢٘ীࢲ߽۳୊ܻറܻఢ ஂ೤֢٘ীࢲ઺рѾҗ۽୭ઙ҅࢑ Ѿҗ੸ਵ۽ѐ߹֢٘੄ࣘب ঌ౵੿ب੄दр੉ࣗਃؽ /PEF /PEF

    /PEF *OJUJBUPS/PEF TFMFDUDPVOU EJTUJODUVTFSJE BTVW GSPNMPH XIFSFVTFSJEJO TFMFDUVTFSJEGSPNMPH@TIBSEXIFSF TFMFDUDPVOU EJTUJODUVTFSJE BTVW GSPNMPH XIFSFVTFSJEJO TFMFDUVTFSJEGSPNMPHXIFSF <࠙࢑ప੉࠶ࢎਊ> ࣻୌরѤؘ੉ఠীࢲࣁӒݢ౟࠙ࢳदಣӐࣻୡ੉ղ୊ܻоמ
  7. ಌօ࠙ࢳ $MJDLIPVTF  XJOEPX'VOOFMೣࣻ۽рױ൤ҳഅоמ  +0*/ 9 XJUIWJTJUPSTBT TFMFDU VTFSJE

    NJO EBUF@JE BTNJO@EBUFJE GSPNMPHXIFSFOBNF)PNF HSPVQCZ IBWJOHNJO EBUF@JE CFUXFFOBOE TJHOVQTBT TFMFDU MVTFSJE NJO EBUF@JE BTNJO@EBUFJE GSPNWJTJUPSTW JOOFSKPJOMPHMPOMVTFSJEWVTFSJEBOEMEBUFJEWNJO@EBUFJE XIFSFMOBNFTJHOVQ HSPVQCZ BDUJWBUJPOTBT TFMFDU MVTFSJE GSPNTJHOVQTT JOOFSKPJOMPHMPOMVTFSJETVTFSJEBOEMEBUFJETNJO@EBUFJE XIFSFMOBNFBDUJWBUJPO HSPVQCZ TFMFDU)PNFBTTUFQ $06/5 GSPNWJTJUPSTVOJPOBMM TFMFDU4JHO6QBTTUFQ $06/5 GSPNTJHOVQTVOJPOBMM TFMFDU"DUJWBUFBTTUFQ $06/5 GSPNBDUJWBUJPOT PSEFSCZDPVOUEFTD IUUQT QPQTRMDPNTRM - UFNQMBUFTNBSLFUJOHSVOOJOH - B - GVOOFM - BOBMZTJT TFMFDU MFWFM DPVOU "4D GSPN TFMFDU VTFSJE XJOEPX'VOOFM  UJNFTUBNQ OBNF)PNF OBNFTJHOVQ OBNFBDUJWBUJPO "4MFWFM GSPNMPH XIFSFEBUF@JECFUXFFOBOE HSPVQCZVTFSJE HSPVQCZMFWFM PSEFSCZMFWFM <ӝઓ%#ߑध> <$MJDLIPVTF>
  8. '-08࠙ࢳ $MJDLIPVTF TFRVFODF/FYU/PEFೣࣻ۽рױ൤ҳഅоמ୶о২࣌ਵ۽׮নೠઑѤࢶఖоמ 4&-&$5 GMPX@OFYU VOJR TFTTJPO@JE BTTFTTJPOT '30. 4&-&$5

    TFTTJPO@JE TFRVFODF/FYU/PEF GPSXBSE IFBE UJNFTUBNQ QBHF  QBHF)PNF "4GMPX@OFYU '30.MPH 8)&3&EBUF@JE (3061#:TFTTJPO@JE (3061#:GMPX@OFYU 03%&3#:TFTTJPO%&4$ -*.*5 TFRVFODF/FYU/PEF EJSFDUJPO CBTF UJNFTUBNQ FWFOU@DPMVNO CBTF@DPOEJUJPO FWFOU FWFOU FWFOU  EJSFDUJPO'MPXоGPSXBSEੋ૑CBDLXBSEੋ૑Ѿ੿ CBTF'MPX੄द੘੼ਸࢶఖ IFBE UBJM GJSTU@NBUDI MBTU@NBUDI FWFOU@DPMVNO'MPX࠙ࢳदࢎਊೡஸۢ ઱۽QBHFݺژחঘ࣌ݺ CBTF@DPOEJUJPOୡӝद੘ઑѤ FWFOU FWFOUѾҗ૒੹ઑѤ