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Amazon S3標準/ S3 Tables/S3 Express One Zoneを使ったログ分析
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ShigeruOda
June 26, 2025
Technology
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Amazon S3標準/ S3 Tables/S3 Express One Zoneを使ったログ分析
AWS Summit Japan 2025での登壇資料
ShigeruOda
June 26, 2025
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Transcript
"NB[PO4ඪ४ 45BCMFT4&YQSFTT0OF;POF Λͬͨϩάੳ 4BOTBOגࣜձࣾ 4IJHFSV0EB "844VNNJU+BQBO $PNNVOJUZ4UBHF %BZ
4IJHFSV0EB !0VUQVU4FR 4BOTBOגࣜձࣾ ϓϩμΫτΠϯϑϥΤϯδχΞ ςΫχΧϧϦʔυ ݄ʹ4BOTBOגࣜձࣾʹKPJO Ӧۀ%9αʔϏε 4BOTBOͷΠϯϑϥߏஙɾӡ༻ʹैࣄ "84$PNNVOJUZ+"846(ॳ৺ऀࢧ෦ΛӡӦ ͔Β"84$PNNVOJUZ)FSPͱͯ͠ೝఆ
ຊͷΰʔϧ "NB[PO45BCMFT4&YQSFTT0OF;POF ΛγεςϜʹऔΓೖΕΔબࢶͷҰͭʹऔΓೖΕͯΒ͏
ϩάΛอଘ͍ͯ͠·͔͢ʁ ηΩϡϦςΟɺ௨৴ɺࠪɺΞϓϦέʔγϣϯɺʑ
ʲ࣭ʳ ϩάͳͥอଘ͍ͯ͠·͔͢ʁ อଘ͞Εͨϩάݟ͍ͯ·͔͢ʁ ͲͷΑ͏ͳతͰ֬ೝ͍ͯ͠·͔͢ʁ
ʲ࣭ʳ ϩάͳͥอଘ͍ͯ͠·͔͢ʁ อଘ͞Εͨϩάݟ͍ͯ·͔͢ʁ ͲͷΑ͏ͳతͰ֬ೝ͍ͯ͠·͔͢ʁ ҟৗݕΛ͢ΔͨΊʹݟ͍ͯΔ 4-"ʗ4-0ʗ4-*ཧͷͨΊʹݟ͍ͯΔ ϏδωεࢦඪͷͨΊʹݟ͍ͯΔ ๏ྩɾࣾϧʔϧͷͨΊʹอଘ͠ɺࠪͰݟ͍ͯΔ
γεςϜߏ
None
異常検知の場合
SLA/SLO/SLI管理の場合 ビジネス指標の場合
๏ྩɾࣾϧʔϧͷͨΊʹอଘ
લఏ ̍ϩά #ZUFT ͋ͨΓສͷϩά͕ൃੜ (#EBZɺ(#NPOUIɺ(#ZFBS "SDIJWFʹൃੜޙʹભҠɺอଘ
None
"NB[PO"UIFOBͰ "NB[PO4ʹΞΫηε͢Δ߹ ԿΛݕ౼͖͔͢
ΞΫηεۙσʔλʹूத͢Δ ݄ ݄ ݄
"NB[PO4ͷ QFSGPSNBODF4DBMF͢Δ ݄ ݄ ݄ ޙ ݄ લ ˡׂ ˠ
4QFSGPNBDF SFRVFTUTTFD165$01:1045%&-&5& SFRVFTUTFD(&5)&"% QFSQSFpY
4QFSGPSNBODFͱ QSFpY BXTTVNNJUKBQBO 2025 05 06 25 26 25 26
BXTTVNNJUKBQBOͰͷ(&5SFRVFUT߹ܭͷτϥϯβΫγϣϯ º 514ͱͳΔ
QSFpYͷݕ౼
˙BXTTVNNJUKBQBO ˙BXTTVNNJUKBQBOZFBS ˙BXTTVNNJUKBQBOZFBSNPOUI ˙BXTTVNNJUKBQBOZFBSNPOUIEBZ ˙BXTTVNNJUKBQBOZFBSNPOUIEBZIPVS ˙BXTTVNNJU KBQBOZFBSNPOUIEBZIPVSNJOVUFT
˙BXTTVNNJUKBQBO ԯ݅ɺ(#ʜܦաޙ ˙BXTTVNNJUKBQBOZFBS ԯ݅ɺ(# ˙BXTTVNNJUKBQBOZFBSNPOUI ສ݅ɺ(# ˙BXTTVNNJUKBQBOZFBSNPOUIEBZ ສ݅ɺ(# ˙BXTTVNNJUKBQBOZFBSNPOUIEBZIPVS
ສ݅ɺ.# ˙BXTTVNNJU KBQBOZFBSNPOUIEBZIPVSNJOVUFT ݅ɺ.# લఏ ɾ݅ʹΦϒδΣΫτ ɾ̍݅ʹ όΠτ ɾ̍Ͱສ݅ ɾඇѹॖͰࢉग़
ݕ౼؍ (&5ͷ؍ QSFpYͷ֊͕ઙ͍߹ɺେྔσʔλͷΞΫηεͱͳΔ ੑೳྼԽαʔόʔΤϥʔ 165ͷ؍ ݄ͰQSFpYΛͬͨ߹ɺΛލ͍ͩॠؒʢ࣌ʣʹ৽نͰ࡞ ͞ΕΔεέʔϧ͞Ε͍ͯͳ͍
ੑೳྼԽαʔόʔΤϥʔ
4FSWJDF5FNQPSBSJMZ6OBWBJMBCMF ʢαʔϏεҰ࣌తʹར༻ෆՄʣ
QSFpYͷݕ౼ʢରԠʣ
˙BXTTVNNJUKBQBOIBTIYYYY ԯϨίʔυɺ(#ʜܦաޙ ˙BXTTVNNJUKBQBOIBTIYYYYZFBS ԯϨίʔυɺ(# ˙BXTTVNNJUKBQBOIBTIYYYYZFBSNPOUI ສϨίʔυɺ(# ˙BXTTVNNJUKBQBOIBTIYYYYZFBSNPOUIEBZ ສϨίʔυɺ(# ˙BXTTVNNJU
KBQBOIBTIYYYYZFBSNPOUIEBZIPVS ສϨίʔυɺ.# ˙BXTTVNNJU KBQBOIBTIYYYYZFBSNPOUIEBZIPVSNJOVUF T Ϩίʔυɺ.#
"NB[PO"UIFOB5BCMFఆٛ
2VFSZྫ
ͰIBTIͰ େྔʹ1BSUJUJPOΛΔͷ͕ྑ͍ͷ͔
"UIFOBݕࡧͷཧͷ1BSUJUJPO ݕࡧͰͷ1BSUJUJPO ະຬ Ҏ্5JNF0VUΛൃੜ͢ΔՄೳੑ͕͋Δ NFUBEBUBऔಘɾॲཧͰ2VFSZͷ1MBO࡞͕࣌ؒ͘ͳΔ
ॻ͖ࠐΈͰͷ1BSUJUJPO্ݶ ॻ͖ࠐΈͰɺҰʹ࡞Ͱ͖Δ1BSUJUJPO $5"4ʢ$SFBUF5BCMF"T4FMFDUʣ *OTFSU*OUP աʹׂ͠ͳ͍ɺύʔςΟγϣϯΛݮΒ͢ͷ͕ྑ͍
'JMF'PSNBUɺਪαΠζʁ
'JMF'PSNBUʢKTPOɺ1BSRVFUɺ03$ʣ جຊతʹ൚༻తɺߴɺѹॖޮͷྑ͍1BSRVFU͕ਪ 03$1BSRVFUΑΓߴѹॖ 03$ɿ࠷େѹॖɺ1BSRVFUɿѹॖ "QBDIF)JWFʢ%8)ʣͰ03$ར༻͕ਪ͞Ε͍ͯΔ
"QBDIF)JWFར༻͕ϝΠϯͰ͋ΔͳΒ03$ KTPOσόοάɺ1P$ͳͲɺ&EJUPS্ͰݟΔʹ࠷ڧ ഁյతͳεΩʔϚมߋͰରԠ͍͢͠ %FWڥʢσʔλ͕গͳ͍ʣͳΒɺσόοάతͰผ4ʹKTPO Λ͢Ҋ͋Γʁ 4&-&$5MFWFM'30.ͱΧϥϜΛߜͬͯɺશྻΛಡΈࠐΉͷ Ͱੑೳ͕ѱ͍
ਪαΠζʢKTPOɺ1BSRVFUɺ03$ʣ KTPO ඇѹॖσʔλͰ͋ΕɺPCKFDUΛฒྻॲཧΛߦ͏͜ͱ͕ग़དྷΔ ѹॖσʔλͰ͋ΕɺPCKFDUΛฒྻॲཧ͕ग़དྷͳ͍ ྫɿ(#ͷϑΝΠϧҎԼઃఆ݅Ͱݕࡧ
ඇѹॖͰ̍ϑΝΠϧ ɿ ඵ ඇѹॖͰ ϑΝΠϧ ɿ ඵ ѹॖͰϑΝΠϧ ɿ ඵ ѹॖͰϑΝΠϧ ɿ ඵ IUUQTBXTBNB[PODPNKQCMPHTOFXTUPQQFSGPSNBODF UVOJOHUJQTGPSBNB[POBUIFOB
ਪαΠζʢKTPOɺ1BSRVFUɺ03$ʣ 1BSRVFU ҰൠతͳΨΠυϥΠϯͱͯ͠.#ʢඇѹॖ࣌ʣ ΧϥϜ͕ଟ͍߹ʹαΠζΞοϓ 03$
ҰൠతͳΨΠυϥΠϯͱͯ͠ .#ʢඇѹॖ࣌ʣ ΧϥϜ͕ଟ͍߹ʹαΠζΞοϓ
࠶ཧ ܗࣜ 1BSRVFU ΦϒδΣΫτ୯ҐͷαΠζͱ݅ ඇѹॖ࣌
αΠζɿ.#ɺ݅ɿ ݅ ѹॖ࣌ αΠζɿ.#ʢʣɺ݅ɿ ݅ "NB[PO%BUB'JSFIPTFͰͷCV⒎FSઃఆ TJ[Fɿ.# JOUFSWBMɿඵʢʣ ͰΦϒδΣΫτ͕গͳ͘ͱ࡞͞ΕΔܭࢉ
4QSFpYʢ1BSRVFUରԠҊʣ
˙BXTTVNNJUKBQBOIBTIYYYY ԯϨίʔυɺ(#ʜܦաޙ ΦϒδΣΫτɺ(#ʜܦաޙ ˙BXTTVNNJUKBQBOIBTIYYYYZFBS ԯϨίʔυɺ(# ΦϒδΣΫτɺ(# ˙BXTTVNNJUKBQBOIBTIYYYYZFBSNPOUI
ສϨίʔυɺ(# ΦϒδΣΫτɺ(# લఏ ɾ̍ΦϒδΣΫτʹ ݅ ɾѹॖࡁʢʣͰࢉग़ ɾ.#ʹͳΔ·ͰΩϟογϡ
˙BXTTVNNJUKBQBOIBTIYYYYZFBSNPOUIEBZ ສϨίʔυɺ(# ΦϒδΣΫτɺ(# ˙BXTTVNNJU KBQBOIBTIYYYYZFBSNPOUIEBZIPVS ສϨίʔυɺ.# ΦϒδΣΫτɺ.# ˙BXTTVNNJU KBQBOIBTIYYYYZFBSNPOUIEBZIPVSNJOVUFT
Ϩίʔυɺ.# ΦϒδΣΫτɺ.# લఏ ɾ̍ΦϒδΣΫτʹ ݅ ɾѹॖࡁʢʣͰࢉग़ ɾ.#ʹͳΔ·ͰΩϟογϡ
݁ʢࢲҊʣ جຊ1SFpYΛIBTI ݄Ͱͷߏͱ͢Δ ྫ ׂ BXTTVNNJUKBQBOIBTIZFBSNPOUIEBZ
BXTTVNNJUKBQBOIBTI''ZFBSNPOUIEBZ ϦΞϧλΠϜੳ͕͍ͨ͠߹ʹIBTI ݄࣌Ͱͷߏͱ͢Δ 2VFSZͷݕࡧ͕݅࣌ؒ·Ͱࢦఆ͢Δ͜ͱ͕ଟ͍߹ 1VU͕݅ඇৗʹଟ͍߹ʹIBTI ݄࣌Ͱͷߏͱ͢Δ 1BSUJUJPO͕ଟ͍ͷͰ"UIFOBͰͷੳʹҙ
ͯ͞ɺΈͳ͞Μͷ৺ͷΛฉ͍ͯΈΑ͏
QSFpYઃܭɺɺɺ໘͡Όͳ͍ʁ
"NB[PO45BCMFT
"NB[PO45BCMFT "QBDIF*DFCFSHܗࣜͰσʔλΛཧͰ͖Δ4ετϨ ʔδػೳͰɺ"UIFOBͳͲ͔Βߴੑೳ͔ͭॊೈʹΫΤ Ϧɾߋ৽͕Մೳɻ൚༻ 4όέοτʹอଘ͞Ε͍ͯΔ *DFCFSHςʔϒϧͱൺֱͯ͠ɺඵ͋ͨΓ࠷େ ഒͷ τϥϯβΫγϣϯΛ৴ "QBDIF*DFCFSHΛ༻͢ΔϝϦοτ ɾදݱྗ๛͔ͳ42-
ɾશͳεΩʔϚਐԽ ɾӅ͠ύʔςΟγϣϯ ɾλΠϜτϥϕϧͱϩʔϧόοΫ ɾσʔλѹॖ
None
̍ͷ5SBOTBDUJPO
ѹॖػೳ
ϩάཧ PO45BCMFTͰͷϝϦοτ 44UBOEBSEͱൺֱͯ͠ ࠷େ ഒߴͳΫΤϦύϑΥʔϚϯε ࠷େ ഒͷτϥϯβΫγϣϯ
1SFpYׂෆཁ 45BCMFT4ͷQSFpYʹґଘͤͣʹ ϝλσʔλϨϕϧͰϑΝ ΠϧΛཧ σΟϨΫτϦߏIBTIׂ͕ෆཁ
ϩάཧ PO45BCMFTͰͷϝϦοτ ύʔςΟγϣϯࣗಈཧ 44UBOEBUEͰखಈߋ৽ɾΫϩʔϥʔཧ͕ඞཁͰ͋ͬͨ ͕ɺ45BCMFTͰϝλσʔλࣗಈཧ ίϯύΫγϣϯػೳ
"84(MVFͷػೳͰ খ͍͞ϑΝΠϧΛࣗಈతʹ݁߹ ϑΝΠϧׂʹؾΛ͏ඞཁ͕ͳ͘ͳΔ
"NB[PO4&YQSFTT0OF;POF
ࠪରԠͰલͷϩάσʔλΛௐ͍ࠪͨ͠ɻ ͱݴΘΕͨΒͲ͏͠·͢ʁ
"NB[PO4&YQSFTT0OF;POF 4ඪ४ετϨʔδΫϥεͱൺֱͯ͠࠷େ ഒͷύϑ ΥʔϚϯεΛ࣮ݱ͢ΔΑ͏ʹઃܭɻܻϛϦඵͷϨΠ ςϯγʔͰຖඵेສ݅ͷϦΫΤετΛॲཧͰ͖Δɻ
"NB[PO4&YQSFTT0OF;POF
ࠪରԠͰσʔλΛ෮چ
ࠪରԠͰσʔλΛ෮چ
ࠪରԠͰσʔλΛ෮چ
ࠪରԠͰσʔλΛ෮چ 44UBOEBSEʹ$PQZͨ͠߹ ߴ͍514ΛಘΔͨΊʹɺεέʔϧ͢Δ·Ͱֻ͕͔࣌ؒΔ ࠪ༻్Ͱσʔλ෮چͨ͠߹ ߴසͰΞΫηε͞ΕΔՄೳੑ͕͋Γɺੑೳ͕ຬͨͤͳ͍Մೳੑ͕͋ Δ 4&YQSFTT0OF;POFʹ$PQZͨ͠߹
QSFpYઃܭෆཁͰɺσΟϨΫτϦόέοτ୯ҐͰҎԼ514ΛಘΔ (&5ʢಡΈऔΓʣ࠷େ 514 44UBOEBSE 514 165ʢॻ͖ࠐΈʣ࠷େ 514 44UBOEBSE 514 ߴසͰΞΫηε͞ΕΔ߹ʹɺߴੑೳΛఏڙͰ͖Δ
࠷ऴతͳγεςϜߏ
࠷ऴతͳγεςϜߏ
࠷ऴతͳγεςϜߏ
None
গ͠ͰύϑΥʔϚϯεΛ্͛ͯ গ͠Ͱɺຊདྷྗ͖͢ࣄฑʹ࣌ؒΛׂͨ͘Ίʹ "NB[PO45BCMFT4&YQSFTT0OF;POF ͰγεςϜߏஙͯ͠Έ·ͤΜ͔ʁ
એ
None
એ
ʢ݄ɿॕʣ Ͱ 45BCMFTͷߏΛؚΜͰʢ࡞தʣɺϋϯζΦϯΠϕϯτ
Ҿ༻ࢿྉɾࢀߟࢿྉ "UIFOBͷύϑΥʔϚϯεΛ࠷దԽ͢Δ IUUQTEPDTBXTBNB[PODPNKB@KQBUIFOBMBUFTUVHQFSGPSNBODF UVOJOHIUNM "NB[PO"UIFOBͷύϑΥʔϚϯενϡʔχϯά 5JQTτοϓ IUUQTBXTBNB[PODPNKQCMPHTOFXTUPQQFSGPSNBODFUVOJOHUJQT GPSBNB[POBUIFOB ઃܭύλʔϯͷϕετϓϥΫςΟε"NB[PO4ͷύϑΥʔϚϯεͷ࠷దԽ
IUUQTEPDTBXTBNB[PODPNKB@KQ"NB[PO4MBUFTUVTFSHVJEFPQUJNJ[JO HQFSGPSNBODFIUNM "84SF*OWFOU 0QUJNJ[JOHTUPSBHFQFSGPSNBODFXJUI"NB[PO4 45( IUUQTXXXZPVUVCFDPNXBUDI W%47K+53T[
Ҿ༻ࢿྉɾࢀߟࢿྉ )PX"NB[PO45BCMFTVTFDPNQBDUJPOUPJNQSPWFRVFSZQFSGPSNBODFCZ VQUPUJNFT IUUQTBXTBNB[PODPNKQCMPHTTUPSBHFIPXBNB[POTUBCMFTVTF DPNQBDUJPOUPJNQSPWFRVFSZQFSGPSNBODFCZVQUPUJNFT "DDFMFSBUFRVFSJFTPO"QBDIF*DFCFSHUBCMFTUISPVHI"84(MVFBVUP DPNQBDUJPO IUUQTBXTBNB[PODPNKQCMPHTCJHEBUBBDDFMFSBUFRVFSJFTPO BQBDIFJDFCFSHUBCMFTUISPVHIBXTHMVFBVUPDPNQBDUJPO .POJUPSJOH"QBDIF*DFCFSHNFUBEBUBMBZFSVTJOH"84-BNCEB
"84 (MVF BOE"84$MPVE8BUDI IUUQTBXTBNB[PODPNKQCMPHTCJHEBUBNPOJUPSJOHBQBDIFJDFCFSH NFUBEBUBMBZFSVTJOHBXTMBNCEBBXTHMVFBOEBXTDMPVEXBUDI
(JUIVC IUUQTHJUIVCDPNTIJHFSV PEB 5IBOLZPV 4BOTBO IUUQTBQTBOTBODPNWWDKBF SUVREFL[FEEIUXGOSFNVSN