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೥݄೔ΦϒβʔόϏϦςΟ࠶ೖ໳େ੾͞ͱߴΊํΛ஌Ζ͏ʂNJO!OXJJ[P Մ؍ଌੑΨΠμϯε %POUEJTTBOZPOF

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৽͍͠πʔϧ΍ख๏ͷशಘ͸ॏཁͰ͕͢ɺͦΕҎ্ʹେ੾ͳͷ ͸ɺݪཧɾݪଇΛཧղ͠ͳ͕Βݱ৔ͷ࣮ଶΛ࠷༏ઌ͢Δ͜ͱͰ ͢ɻݱ৔Ͱൃੜ͢Δ՝୊ʹਅ伨ʹ޲͖߹͍ɺࢼߦࡨޡΛॏͶͳ͕ Β࣮ફΛੵΈॏͶ͍ͯ͘աఔͰɺݪཧɾݪଇΛ࣠ʹਾ͑Δ͜ͱ ͕ɺຊ౰ʹॏཁͳ͜ͱΛݟࣦΘͳ͍ͨΊʹඞཁෆՄܽͳͷͰ͢ɻ ࠶ೖ໳ͱ͍͏ݴ༿ͷҙຯΛߟ͑ͯΈΔͱɺͦΕ͸୯ͳΔ෮शͰ͸ ͋Γ·ͤΜɻ࠶ೖ໳ͱ͸ɺΘ͔Βͳ͍͜ͱʹ௚໘ͨ࣌͠ʹɺͦ ͷࠔ೉ʹཱͪ޲͔͍ɺط஌ͷ஌ࣝͱະ஌ͷྖҬΛ݁ͼ͚ͭͳ͕ Βɺ૑଄తʹωοτϫʔΫΛൃల͍ͤͯ͘͞஌తӦΈͳͷͰ͢ɻ

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!OXJJ[P 4PGUXBSF%FWFMPQFS !TIBLF*OD *MJLFUPEFWFMPQ PQFSBUF BOEPQUJNJ[FTZTUFNT 5FDIOJDBMBEWJTPSPGTFWFSBMPUIFSDPNQBOJFT IUUQTOXJJ[PHJUIVCJP 8IPBN*

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"CPVUTIBLF ޿ࠂ

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"CPVUTIBLF IUUQTKPCTTIBLFDPN w .JTTJPO w ΠϯϑϥΛγϯϓϧʹͯ͠Πϊϕʔγϣϯ͕ى͜Γ΍͍͢ੈքΛ࡞Δ w 7JTJPO w ࿑ۤʢ5PJMʣΛແ͘͢αʔϏεΛదਖ਼ͳՁ֨Ͱఏڙ͠ଓ͚Δ

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4SFBLF43&ʢ43&૯߹ࢧԉαʔϏεʣ 43&Λओ࣠ʹΫϥ΢υωΠςΟϒԽΤϯδχΞϦϯά಺੡ԽΛࢧԉ IUUQTTSFBLFDPN

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4SFBLF43&ʢ43&૯߹ࢧԉαʔϏεʣ wӡ༻ࢧԉ·ͰΛτʔλϧ͝ࢧԉ w 43&νʔϜ૊੒ɾ43&จԽͷఆணԽɾ43&ٕज़ऀͷ࠾༻ʗҭ੒ίϯ αϧςΟϯά౳΋ରԠ ٕज़ઓུ ίϯαϧςΟϯά ߏங / ࣮૷ ࢧԉ Ξηεϝϯτ ʢύϑΥʔϚϯε / ηΩϡϦςΟʣ ӡ༻ࢧԉ γεςϜ ઃܭ IUUQTTSFBLFDPN΁ΞΫηε͍ͯͩ͘͠͞

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ΞδΣϯμ w ͸͡Ίʹ w "CPVUTIBLF ޿ࠂ w Մ؍ଌੑͱ͸ w Մ؍ଌੑͱ؂ࢹͷҧ͍ w Մ؍ଌੑͷಋೖͱ఍߅

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Մ؍ଌੑͱ͸ ೥ʹൃച͞Εͨʮ0CTFSWBCJMJUZ&OHJOFFSJOHʯ΍ଞͷॻ੶ΛಡΉͱྑ͍͔΋Ͱ͢ɻ͍͔ͭ͘ ͷൃදࢿྉΛಡΉͱ෼͔ͬͨؾʹ͸ͳΔͷͰ͕͢ɺຊΛಡΜͰɺ۩ମͱந৅Λߦ͖དྷ͠ͳ͕Βɺ஌ࣝ ΛਂΊɺ࣮ફͷதͰཧղΛߴΊ͍ͯͬͯ΄͍͠ɻʲొஃ࣌ʹ͸੠ʹ͸ग़͠·ͤΜʳ ɹɹɹɹɹɹɹ

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0CTFSWBCJMJUZ8IJUFQBQFS IUUQTHJUIVCDPNDODGUBHPCTFSWBCJMJUZCMPCNBJOXIJUFQBQFSNE ೥݄ɺ$/$'ͷ5"(0CTFSWBCJMJUZ͕ओಋ͢Δ 0CTFSWBCJMJUZ8IJUFQBQFSW͕ެ։ɻΫϥ΢υωΠςΟϒͳ ؂ࢹΛૣظʹ։࢝͢ΔͨΊͷ֓ཁΛఏڙɻ Observability Whitepaper

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֎෦ग़ྗͷ஌͔ࣝΒ಺෦ঢ়ଶΛͲΕ͚ͩ͏·͘ਪଌͰ͖Δ͔ͷई౓ ੍ޚཧ࿦ͷ෼໺Ͱ ηϯαʔɺઢܗ୅਺ํఔࣜɺܗࣜతख๏ͱͱ΋ʹݚڀ͞Ε͖ͯ·ͨ͠ɻ ΦϒβʔόϏϦςΟ͸ Մ੍ޚੑͱͷ਺ֶత૒ରͱͯ͠΋஌ΒΕ͓ͯΓɺ ओʹ ػցΤϯδχΞ΍෺ཧγεςϜΛ؅ཧ͢ΔਓͨͪͷྖҬͰ༻͍ΒΕ͖ͯͨ఻౷తͳఆٛͰ͢ɻ ΦϒβʔόϏϦςΟ Մ؍ଌੑͱ͸ɺ 🤔 IUUQTXXXTDJFODFEJSFDUDPNTDJFODFBSUJDMFQJJ4 On the general theory of control systems

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γεςϜͷ֎෦͔Β؍ଌͰ͖Δ৘ใʹج͍ͮͯɺ ಺෦ঢ়ଶΛਪ࿦͠ཧղ͢Δೳྗͷ͜ͱ ΦϒβʔόϏϦςΟ Մ؍ଌੑͱ͸ɺ Λࢦ͠·͢ɻ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXDMPVEPCTFSWBCJMJUZJO Cloud Observability in Action γεςϜ͕ͲͷΑ͏ͳঢ়ଶʹͳͬͨͱͯ͠΋ɺ ͦΕ͕ͲΜͳ࢐৽ͰحົͰ͋ͬͯ΋ɺ ͲΕ͚ͩཧղ͠આ໌Ͱ͖Δ͔Λࣔ͢ई౓ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZFOHJOFFSJOH Observability Engineering ιϑτ΢ΣΞγεςϜ ͷੈքͰͷ

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ιϑτ΢ΣΞγεςϜͰ Մ؍ଌੑ͕௿͍ߴ͍ͬͯ Ͳ͏͍͏͜ͱʁ🤔 ΦϒβʔόϏϦςΟ

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Մ؍ଌੑ͕௿͍ͱ͖ w ֎෦͔Βͷطଘͷ৘ใͰ͸ w γεςϜ΁ͷཧղ͕೉͍͠ w ௥Ճ࣮૷ͳ͠ʹ͸γεςϜͷঢ়گ͕ ᐆດʹ͔͠ೝࣝͰ͖͍ͯͳ͍ w ࣄྫΛ޿͘ɾৄ͘͠஌Βͳ͍ ΦϒβʔόϏϦςΟ͕௿͍

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Մ؍ଌੑ͕ߴ͍ͱ͖ ΦϒβʔόϏϦςΟ͕௿͍ ΦϒβʔόϏϦςΟ͕ߴ͍ w ֎෦͔Βͷطଘͷ৘ใͰ͸ w γεςϜ΁ͷཧղ͕೉͍͠ w ௥Ճ࣮૷ͳ͠ʹ͸γεςϜͷঢ়گ͕ ᐆດʹ͔͠ೝࣝͰ͖͍ͯͳ͍ w ࣄྫΛ޿͘ɾৄ͘͠஌Βͳ͍ w ֎෦͔Βͷطଘͷ৘ใ͚ͩͰ w γεςϜ΁ͷཧղ͕༰қ w ௥Ճ࣮૷ͳ͠ʹγεςϜͷঢ়گ Λ໌֬ʹਂງΓͰ͖Δ w ࣗࣾͷٕज़ελοΫʹৄͯ͘͠ ෯޿͍஌͕ࣝ͋Δ

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Մ؍ଌੑ͕ߴ͍ঢ়ଶ w Մ؍ଌੑ͕ߴ͍ঢ়ଶͱ͸ɺʮγε ςϜͷঢ়ଶ΍ঢ়گɺ಺෦ಈ࡞ɺྲྀ ΕΛద੾ʹཁૉ෼ղͨ͠͏͑Ͱɺ ҰͭҰͭʹ͍ͭͯৄ͘͠ཧղͰ͖ Δʯঢ়ଶͱݴ͑·͢ɻ $MJFOU "1* BVUI9 QBZNFOU(8 "1* %# %# QBZNFOU BVUI/ PSEFS TIJQQJOH 2VFVF .2

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Մ؍ଌੑ͕ߴ͍ঢ়ଶ w Մ؍ଌੑ͕ߴ͍ঢ়ଶͱ͸ɺʮγε ςϜͷঢ়ଶ΍ঢ়گɺ಺෦ಈ࡞ɺྲྀ ΕΛద੾ʹཁૉ෼ղͨ͠͏͑Ͱɺ ҰͭҰͭʹ͍ͭͯৄ͘͠ཧղͰ͖ Δʯঢ়ଶͱݴ͑·͢ɻ w ͞Βʹͦͷ಺෦ಈ࡞ͷதͰɺͲͷ ཁૉ͕໰୊ͳͷ͔Λॠ࣌ʹత֬ʹ ݟఆΊΒΕΔ͜ͱ΋Մ؍ଌੑ͕ߴ ͍ཁҼͱͳΓ·͢ɻ 🔥໰୊ൃੜ $MJFOU "1* BVUI9 QBZNFOU(8 "1* %# %# QBZNFOU BVUI/ PSEFS TIJQQJOH 2VFVF .2 🔥 🔥 ୯ʹߴ͍͚ͩͰ͸Ձ஋͸ੜ·Εͳ͍ɻ

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0CTFSWBCJMJUZ4JHOBMT Մ؍ଌੑͷओཁͳγάφϧ w ϝτϦΫε w ϩά w τϨʔε IUUQTHJUIVCDPNDODGUBHPCTFSWBCJMJUZCMPCNBJOXIJUFQBQFSNE Observability Whitepaper Մ؍ଌͱ͍͑͹͜Εʜ .FUSJDT MPH 5SBDFT ̏ͭͷபͰ͓ೃછΈͷ͜ͷਤ😀

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Մ؍ଌੑʹඞཁͳ΋ͷ͸ʁ 5&.1-&͕Մ؍ଌੑͷຊபͱͯ͠Ϋϥ ΢υωΠςΟϒͳγεςϜͷ؍ଌੑʹ໾ཱ ͭͷͰ͸ͳ͍͔ʁ w ϝτϦΫε w ϩά w τϨʔε IUUQTNFEJVNDPN!:VSJ4ILVSPUFNQMFTJYQJMMBSTPGPCTFSWBCJMJUZBDFEFC TEMPLE: Six Pillars of Observability ߋʹछྨΛ૿΍ͨ͠ʜ .FUSJDT MPH 5SBDFT w Πϕϯτ w ϓϩϑΝΠϧ w ྫ֎ &YDFQUJPOT &WFOU 1SP fi MF &YDFQUJPOT ڥքઢ͸ᐆດ͔ͩΒਅʹड͚ͳ͍ʜ ඞཁͳ΋ͷ͸ৗʹࣗ෼Ͱߟ͑Δͷ͕େࣄ ࣍ͱݴΘΕ͕ͪ

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ப㱠Մ؍ଌੑ IUUQTUBHBQQEFMJWFSZDODGJPXIJUFQBQFSTQMBUGPSNFOHNBUVSJUZNPEFM Platform Engineering Maturity Model .FUSJDT MPH 5SBDFT &WFOU 1SP fi MF &YDFQUJPOT ؍ଌՄೳੑΛ࣮ݱ͢Δʹ͸ɺͭͷபͰ΋ෆ े෼Ͱɺग़ྗΛ௨ͯ͠γεςϜͷ಺෦ঢ়ଶΛ ཧղ͠ɺγάφϧσʔλΛޮՌతʹ૊Έ߹Θ ͤΔ͜ͱ͕ॏཁɻப͸ΰʔϧͰ͸ͳ͘ɺͦͷ ্ʹߏங͢ΔՄ؍ଌੑͷϓϥοτϑΥʔϜ͜ ͕ͦɺݪҼௐࠪͷޮ཰ԽͱࣗಈԽΛࢧԉ͢Δ ͨΊʹඞཁෆՄܽͰ͢ɻ πʔϧ΍ப͕஫໨͞Ε͕͕ͪͩ ϓϥοτϑΥʔϜͦ͜େࣄ

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ͦͷγεςϜʹՄ؍ଌੑ͸͋ΔΜ͔ʁ .FUSJDT MPH 5SBDFT &WFOU 1SP fi MF &YDFQUJPOT ͭͷ࣭໰ʹ౴͑Δ͚ͩͰ w ΞϓϦέʔγϣϯͷ಺෦ߏ଄Λཧղ͢Δ w ࠓ·Ͱݟͨ͜ͱͷͳ͍ɺ༧ଌͰ͖ͳ͍͜ͱ͕ىͬͨ͜ͱ ͯ͠΋ɺΞϓϦέʔγϣϯ͕ͲͷΑ͏ͳγεςϜঢ়ଶʹ ͍ؕͬͯΔ͔Λཧղ͢Δ w ֎෦πʔϧΛ࢖ͬͯ؍ଌ͠ɺௐࠪ͢Δ͜ͱͰɺ ಺෦ಈ࡞ͱγεςϜঢ়ଶΛཧղ͢Δ w ৽ͨʹίʔυΛվम͢Δ͜ͱͳ͘ɺ಺෦ঢ়ଶΛཧղ͢Δ ΦϒβʔόϏϦςΟɾΤϯδχΞϦϯάୈҰষΑΓ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZFOHJOFFSJOH Observability Engineering

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Մ؍ଌੑͱ؂ࢹͷҧ͍ ͜Ε΋0CTFSWBCJMJUZ&OHJOFFSJOHʹ ॻ͍ͯ͋ΔͷͰ࠶ಡͰ΋౓໨Ͱ΋ಡΜͰ΄͍͠Ͱ͢ɻ ʲొஃ࣌ʹ͸੠ʹ͸ग़͠·ͤΜʳ ɹɹɹɹɹɹ

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ϞχλϦϯά ؂ࢹͱ͸ɺ γεςϜ΍αʔϏεͷঢ়گΛఆظతʹνΣοΫ͠ɺ ໰୊͕ൃੜͨ͠ࡍʹΞϥʔτΛൃ͢Δ͜ͱΛ ओͳ໨తͱͨ͠׆ಈ Λࢦ͠·͢ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXQSBDUJDBMNPOJUPSJOH Practical Monitoring

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؂ࢹ͸ط஌ͷະ஌ ,OPXVOLOPX ʹରԠ͢Δ wϞχλϦϯάͷ৔߹ w جຊతͳ-JOVYͷ؂ࢹ w ֤छϛυϧ΢ΣΞͷ؂ࢹ w ΞϓϦέʔγϣϯͷ؂ࢹ .Z42- "QBDIF 1)11FSM -# ετϨʔδ ֤छᮢ஋͸Ͳ͏Ͱ͔͢ʁ ໨ࢦ͢ͷ͸ؤڧʢ3PCVTUʣͳγεςϜ &3303ͳͲग़ͯͳ͍͔ ൓੬ऑੑ<্>ʕʕෆ࣮֬ͳੈքΛੜ͖ԆͼΔ།Ұͷߟ͑ํ IUUQTXXXBNB[PODPKQEQ ͦͷଞɺ༷ʑͳ؂ࢹʹؔ͢Δ ͔͠͠ɺγεςϜΛཧղ͢ΔͨΊʹ͸͋·ΓޮՌ͕ͳ͍ ط஌ͷ΋ͷΛط஌ͷ··ʹ͓ͯ͘͠ͷ͕໨త

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ෳࡶͳγεςϜʹର͢ΔϞχλϦϯάΛ༻͍ͨσόοάͷݶք "MFSUൃՐ🔥 ࣮ࡍͷݪҼ͸1JDUVSFTͷ%# 5JNFMJOFͰ ✗ ͳʹ΋͠ͳ͍͚ͲյΕͨ յΕͯΔʁ γεςϜ಺ͷͲ͜ʹԿ͕ଘࡏ͢Δ͔෼͔ͬͯͳ͍ .Z42- "QBDIF 1)11FSM -# ετϨʔδ γεςϜ಺ͷͲ͜ʹԿ͕ ଘࡏ͢Δ͔෼͔͍ͬͯΔ

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෼ࢄγεςϜͷো֐͸༧ଌෆՄೳͳࣄ৅ w൓੬ऑੑͷߟ͑ํ w ൓੬ऑੑͱ͸ɺετϨε΍มԽʹࡽ͞ΕΔ͜ͱͰɺΑΓڧ ͘ɺΑΓΑ͍΋ͷ΁ͱ੒௕͢Δಛੑͷ͜ͱͰ͢ɻෳࡶͳੈ քͰ༧ظͤ͵ग़དྷࣄʢϒϥοΫεϫϯʣΛਖ਼֬ʹ༧૝͢Δ ͜ͱ͸ඇৗʹ೉͍͠ͷ͕ݱঢ়Ͱ͢ɻ w ݸʑͷཁૉͷෆ۩߹͸ɺ͋Δఔ౓·Ͱଌఆ͢Δ͜ͱ͕Մೳ Ͱ͕͢ɺͦΕΒ͕࿈ܞͨ͠ࡍʹੜ͡ΔϦεΫΛਖ਼֬ʹଌఆ ͢Δͷ͸༰қͰ͸͋Γ·ͤΜɻ଱ٱྗͷ͋Δ΋ͷ͸ɺিܸ ʹ଱͑Δ͜ͱ͕Ͱ͖·͕͢ɺ൓੬ऑੑΛ࣋ͭ΋ͷ͸ɺিܸ ΛΉ͠Ζ੒௕ͷྐʹ͢Δ͜ͱ͕Ͱ͖ΔͷͰ͢ɻ ൓੬ऑੑ<্>ʕʕෆ࣮֬ͳੈքΛੜ͖ԆͼΔ།Ұͷߟ͑ํ IUUQTXXXBNB[PODPKQEQ ϒϥοΫɾεϫϯ<্>ʕෆ࣮֬ੑͱϦεΫͷຊ࣭ΑΓ

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Մ؍ଌੑ͸ະ஌ͷະ஌ VOLOPXVOLOPX ʹରԠ͢Δ w൓੬ऑੑͷߟ͑ํΛγεςϜ΁ w ෼ࢄγεςϜͰൃੜ͢Δো֐΍ੑೳ௿Լ͸ɺϒϥοΫεϫϯతͳੑ࣭ Λ͍࣋ͬͯ·͢ɻͭ·Γɺ෼ࢄγεςϜͰى͜Γ͏Δશͯͷো֐΍ੑ ೳ௿ԼΛࣄલʹ༧ଌ͢Δ͜ͱ͸ඇৗʹࠔ೉Ͱ͢ɻͦ͜Ͱɺ൓੬ऑੑͷ ߟ͑ํΛγεςϜʹऔΓೖΕΔ͜ͱ͕ॏཁʹͳΓ·͢ɻͨͩ͠ɺ൓੬ ऑੑͳγεςϜΛ࣮ݱ͢ΔͨΊʹ͸ɺγεςϜͷՄ؍ଌੑΛߴΊΔ͜ ͱ͕ෆՄܽͰ͢ɻ w Մ؍ଌੑΛߴΊΔ͜ͱͰɺγεςϜͰൃੜͨ͠ো֐Λద੾ʹݕ஌͠ɺ ͦͷӨڹൣғΛૉૣ͘೺Ѳ͢Δ͜ͱ͕Ͱ͖·͢ɻ͜ΕʹΑΓɺো֐͔ Βͷ෮چΛεϜʔζʹਐΊͳ͕Βɺಉ࣌ʹো֐ͷݪҼΛڀ໌͠ɺ࠶ൃ ๷ࢭʹ໾ཱͯΔ͜ͱ͕Ͱ͖ΔͷͰ͢ɻ ൓੬ऑੑ<্>ʕʕෆ࣮֬ͳੈքΛੜ͖ԆͼΔ།Ұͷߟ͑ํ IUUQTXXXBNB[PODPKQEQ "MFSUൃՐ🔥 ࣮ࡍͷݪҼ͸1JDUVSFT 5JNFMJOFͰ ✗ ͋ο͕͜͜ݪҼͩͳ ໨ࢦ͢ͷ͸൓੬ऑ "OUJGSBHJMF ͳγεςϜ ͦΕʹ͸ҰఆҎ্ͷՄ؍ଌੑ͕ඞཁʹͳΔ

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ϞχλϦϯά ؂ࢹ͸ɺ γεςϜΛؤڧʢ3PCVTUʣʹ͢Δ Մ؍ଌੑ͸ɺ γεςϜΛ൓੬ऑʢ"OUJGSBHJMFʣʹ͢Δ ΦϒβʔόϏϦςΟ

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ϚΠΫϩαʔϏεͷσόοΨʔͱͯ͠ͷΦϒβʔόϏϦςΟ wϚΠΫϩαʔϏεʹ͓͚ΔΦϒβʔόϏϦςΟͷॏཁੑ w ϚΠΫϩαʔϏεΞʔΩςΫνϟʹ͓͍ͯ͸ɺΞϓϦέʔγϣϯ͕ ෳ਺ͷಠཱͨ͠αʔϏεʹ෼ׂ͞Εɺ͞·͟·ͳαʔόʔ্Ͱ࣮ ߦ͞ΕΔͨΊɺैདྷͷ୯Ұϓϩηεʹର͢Δσόοάख๏͸ద͞ ͳ͍ɻͦͷͨΊɺෳ਺ͷ৴߸ݯ͔Βͷ৘ใΛ૬ؔͤ͞ɺαʔϏε Λԣஅ͢ΔϦΫΤετΛ௥੻Ͱ͖ΔΦϒβʔόϏϦςΟ͕ෆՄܽ ͱͳΔɻ͔͠͠ɺ୯Ұͷ৴߸ݯͰ͸ෆे෼Ͱ͋Δɻ wΦϒβʔόϏϦςΟ࣮ફͷ೉͠͞ w ΦϒβʔόϏϦςΟͷಋೖ͸ɺҰఆҎ্ʹෳࡶͳγεςϜͷ؂ࢹ ʹඞཁෆՄ͕ܽͩɺҰਓͰରԠͰ͖Δ΄Ͳ؆୯ͳ΋ͷͰ͸ͳ͘ɺ ෳࡶͰଟذʹ౉Δ࡞ۀ͕൐͏ ॻ੶ΛಡΉͱ৭ʑͱந৅తͳࣄ͕ॻ ͍ͯ͋ΔͷͰࣗ෼ͷݱ৔ʹ߹ΘͤͯಡΜͰ΄͍͠ ɻ .FUSJDT MPH 5SBDFT &WFOU 1SP fi MF &YDFQUJPOT

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Մ؍ଌੑͷಋೖͱ఍߅

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Մ؍ଌੑಋೖʹର͢Δ఍߅ wมԽʹର͢Δ఍߅ w ࢲͨͪΤϯδχΞ ͸ɺ৽͍ٕ͠ज़΍ΞϓϩʔνΛऔΓೖΕΔ͜ͱ ʹલ޲͖Ͱ͕͢ɺ૊৫શମͰ͸มԽʹର͢Δ఍߅͕ଘࡏ͠·͢ɻ w Մ؍ଌੑͷಋೖ΋ɺٕज़తʹ͸༗ӹͰ͋ͬͯ΋ɺ ૊৫తͳ఍߅ʹ௚໘͢Δ͜ͱ͕͋Γ·͢ɻ w ͜ͷ఍߅Λཧղ͠ɺద੾ʹରॲ͢Δ͜ͱ͕ɺ Մ؍ଌੑಋೖͷ੒ޭʹෆՄܽͰ͢ɻ wͭͷओͳ఍߅ཁҼ w ଦੑࣗ෼͕ೃછΈͷ͋Δ͜ͱʹͱͲ·Ζ͏ͱ͢Δཉٻ w ࿑ྗมԽΛ࣮ߦ͢ΔͨΊʹඞཁͳ౒ྗ΍ίετ w ײ৘ఏࣔ͞ΕͨมԽʹର͢Δ൱ఆతײ৘ w ৺ཧత൓ൃมԽͤ͞ΒΕΔͱ͍͏͜ͱʹର͢Δ൓ൃ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZFOHJOFFSJOH Observability Engineering IUUQTXXXTPTIJTIBDPNCPPL@XBEBJCPPLTIUNM ʮมԽΛݏ͏ਓʯΛಈ͔͢

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ଦੑͱ࿑ྗ΁ͷରॲ wଦੑݱঢ়ҡ࣋όΠΞε͔Βͷ୤٫ w ΤϯδχΞϦϯάνʔϜ͸ɺ৽͍ٕ͠ज़ͷՁ஋Λཧղ͍ͯ͠·͕͢ɺ ଞͷ෦໳Ͱ͸ݱঢ়ҡ࣋όΠΞε͕ڧ͍৔߹͕͋Γ·͢ ΤϯδχΞϦ ϯάνʔϜͰ΋ཧղ͞Εͳ͍͜ͱ͕͋Δ ɻ w มԽͷඞཁੑΛ໌֬ʹ఻͑ɺখ͞ͳมԽ͔Β࢝ΊͯঃʑʹదԠͤ͞ Δ͜ͱ͕ॏཁͰ͢ɻ w Մ؍ଌੑ͕΋ͨΒ͢ϝϦοτʢো֐ରԠ࣌ؒͷ୹ॖɺγεςϜཧղͷ ޲্ͳͲʣΛ۩ମతʹࣔ͢͜ͱͰɺมԽ΁ͷಈػ͚ͮΛߴΊΔ͜ͱ ͕Ͱ͖·͢ɻ w࿑ྗಋೖϓϩηεͷ؆ૉԽͱࢧԉ w Մ؍ଌੑπʔϧͷಋೖʹ͸ɺॳظઃఆ΍ΞϓϦέʔγϣϯͷมߋͳ ͲɺҰఆͷ࿑ྗ͕ඞཁͰ͢ɻ w ࣗಈԽπʔϧͷ׆༻΍طଘπʔϧͱͷ࿈ܞʹΑΓɺಋೖϓϩηεΛ؆ ૉԽ͠ɺ࿑ྗΛ࠷খݶʹ཈͑Δ͜ͱ͕ॏཁͰ͢ɻ w τϨʔχϯά΍αϙʔτମ੍Λ੔උ͠ɺΤϯδχΞ͕εϜʔζʹՄ؍ ଌੑΛ׆༻Ͱ͖ΔΑ͏ʹαϙʔτ͠·͢ɻ w มԽʹඞཁͳ࿑ྗΛݮΒ͢͜ͱͰɺ఍߅Λ࿨Β͛Δ͜ͱ͕Ͱ͖·͢ɻ IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXDMPVEPCTFSWBCJMJUZJO Cloud Observability in Action IUUQTTQFBLFSEFDLDPNLTJSYHFUUJOHTUBSUFEBVUPJOTUSVNFOUBUJPOXJUIPQFOUFMFNFUSZ ܭଌͷखؒΛল͖͍ͨʂOpenTelemetry ʹݟΔ”ࣗಈܭ૷”ͷΠϚ

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ײ৘ͱ৺ཧత൓ൃ΁ͷରॲ wײ৘ෆ҆΍ݒ೦΁ͷڞײͱࢧԉ w Մ؍ଌੑͷಋೖʹ൐͍ɺΤϯδχΞ͸৽͍͠πʔϧ΍֓೦ͷशಘ͕ඞཁ ʹͳΓ·͢ɻ͜ͷมԽʹର͢Δෆ҆΍ݒ೦Λ܏ௌ͠ɺڞײΛࣔ͢͜ͱ͕ େ੾Ͱ͢ɻ w ࣾ಺֎ͷ੒ޭࣄྫ΍ϕετϓϥΫςΟεΛڞ༗͠ɺՄ؍ଌੑ͕΋ͨΒ͢ ϙδςΟϒͳӨڹΛڧௐ͠·͢ɻ w Մ؍ଌੑͷशಘ͕ɺΤϯδχΞͷεΩϧΞοϓ΍ΩϟϦΞΞοϓʹͭͳ ͕Δ͜ͱΛ఻͑ɺલ޲͖ͳײ৘ΛҾ͖ग़͠·͢ɻ w มԽʹର͢Δ൱ఆతͳײ৘Λ࿨Β͛ɺϙδςΟϒͳײ৘ΛҭΉ͜ͱ͕ॏ ཁͰ͢ɻ w৺ཧత൓ൃ౰ࣄऀҙࣝͷৢ੒ͱॊೈͳಋೖ w ΤϯδχΞ͕มԽΛड͚ೖΕΔͨΊʹ͸ɺมԽͷҙࢥܾఆϓϩηεʹؔ ༩͠ɺ౰ࣄऀҙࣝΛ࣋ͭ͜ͱ͕ॏཁͰ͢ɻ w ϫʔΩϯάάϧʔϓΛ݁੒͠ɺ౰ࣄऀνʔϜͷΤϯδχΞ͕Մ؍ଌੑಋ ೖͷܭը΍࣮ߦʹࢀՃͰ͖ΔػձΛఏڙ͠·͢ɻ w ஈ֊తͳϩʔϧΞ΢τ΍ॊೈͳಋೖεέδϡʔϧΛઃఆ͠ɺΤϯδχΞ ͕ແཧͳ͘มԽʹదԠͰ͖ΔΑ͏ʹ͠·͢ɻ w ΤϯδχΞͷࣗ཯ੑΛଚॏ͠ɺมԽʹର͢Δ৺ཧత൓ൃΛ࠷খݶʹ཈͑ Δ͜ͱ͕؊ཁͰ͢ɻ IUUQTCPPLQMVTOJLLFJDPNBUDMDBUBMPH IUUQTQVCMJTIJOHOFXTQJDLTDPNCPPLT

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Մ؍ଌੑͷಋೖ࣌ͷ఍߅΁ͷཧղ w఍߅ཁҼΛཧղ͠ɺద੾ͳΞϓϩʔν͕ॏཁ w ٕज़తɾਓతଆ໘ʹ഑ྀ͠ɺΤϯδχΞ΍૊৫શମͷ৺ཧత఍߅ʹରॲ w ܧଓతͳίϛϡχέʔγϣϯͱখ͞ͳ੒ޭମݧͰࢧ࣋ΛಘΔ wʮ఍߅ʯͷղফ͕ͦ͜ಋೖ΁ͷಓے w ෆ҆΍ݒ೦ΛऔΓআ͘໌֬ͳΨΠυϥΠϯ΍ߦಈܭըͷఏࣔɺ ྠಡձ΍૬ஊձͳͲ͕༗ޮ w ʮ఍߅ʯΛͭʹ෼ྨ͠ɺൃݟํ๏ͱରॲ๏Λମܥతʹ೺Ѳ͢Δ wՄ؍ଌੑಋೖ͸૊৫తͳมֵ w ΤϯδχΞϦϯάจԽ΍ߟ͑ํͷมֵ͕ඞཁ w ΤϯδχΞͷࣗൃతͳ׆༻ͱ૊৫શମͷࢧԉ͕ॏཁ wਓؒͷຊੑΛཧղ͠ɺڞײతͳΞϓϩʔν w มԽ΁ͷ఍߅Λ͏·͘׆༻͠ɺΤϯδχΞͷࣗൃతͳࢀՃΛҾ͖ग़͢ w ݴ༿ͷ఻͑ํ͚ͩͰͳ͘ɺ૬खͷ৺ͷཧղʹয఺Λ౰ͯͨΞϓϩʔνΛ ߦ͏ มԽ͕େ͖͘ɺ଎౓͕଎͚Ε͹ ΋ͪΖΜ఍߅΋૿͑Δɻ

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·ͱΊ

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·ͱΊ wՄ؍ଌੑ͸ϚΠΫϩαʔϏεΞʔΩςΫνϟʹ͓͍ͯෆՄܽ w Մ؍ଌੑͱ͸ɺγεςϜͷ֎෦͔Β؍ଌͰ͖Δ৘ใʹج͍ͮͯ಺෦ঢ়ଶΛਪ࿦ɾཧղ͢Δೳྗ w ϚΠΫϩαʔϏεΞʔΩςΫνϟͰ͸ɺෳ਺ͷ৴߸ݯ͔Βͷ৘ใΛ૬ؔͤ͞ɺ αʔϏεΛԣஅ͢ΔϦΫΤετΛ௥੻Ͱ͖ΔՄ؍ଌੑ͕ෆՄܽ w ී௨ʹॻ੶͕୔ࢁ͋ΔͷͰͲΕͰ΋ྑ͍ͷͰੋඇɺҰ࡭ಡΜͰ͍ͩ͘͞ wՄ؍ଌੑಋೖ΁ͷ఍߅ͱରॲ๏ w มԽ΁ͷ఍߅ͷͭͷओͳཁҼɿଦੑɺ࿑ྗɺײ৘ɺ৺ཧత൓ൃ w ಋೖ΁ͷ఍߅Λཧղ͠ɺద੾ʹରॲ͢Δ͜ͱ͕੒ޭͷΧΪ wՄ؍ଌੑಋೖ੒ޭͷϙΠϯτ w ٕज़తɾਓతଆ໘ʹ഑ྀ͠ɺΤϯδχΞ΍૊৫શମͷ৺ཧత఍߅ʹରॲ w ܧଓతͳίϛϡχέʔγϣϯͱখ͞ͳ੒ޭମݧͰࢧ࣋ΛಘΔ w ΤϯδχΞͷࣗൃతͳ׆༻ͱ૊৫શମͷࢧԉ͕ॏཁ Մ؍ଌੑಋೖ͸૊৫తͳมֵͰ͋ΓɺΤϯδχΞϦϯάจԽ΍ߟ͑ํͷมֵ͕ඞཁ

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͓ΘΓ

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