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SLI・SLOを「データ」として活用する
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株式会社ビットキー / Bitkey Inc.
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December 05, 2023
Technology
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SLI・SLOを「データ」として活用する
株式会社ビットキー / Bitkey Inc.
PRO
December 05, 2023
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Transcript
Copyright © 2023 Bitkey Inc. All right reserved. SLIɾSLOΛʮσʔλʯͱͯ͠׆༻͢Δ ~SLIɾSLOͷ׆༻ͷ෯Λ͛Α͏~
גࣜձࣾϏοτΩʔɹࡾՏ 2023.12.05
Copyright © 2023 Bitkey Inc. All right reserved. 2 Outline
1. ࣗݾհ 2. αʔϏεհ 3. ͡Ίʹ 4. SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ 5. SLI/SLOͷσʔλ׆༻ ~ ϙΠϯτ 6. ·ͱΊ
Copyright © 2023 Bitkey Inc. All right reserved. 3 1.
ࣗݾհ
Copyright © 2023 Bitkey Inc. All right reserved. 4 1.
ࣗݾհ ࡾՏ Takuya Mikouchi 2017 2020 ឯ༨ۂંΛܦͯσʔλίϯαϧاۀͰσʔλΞφϦε τͱͯ͠ͷΩϟϦΞΛελʔτɻ༷ʑͳۀքͷσʔλ ׆༻ϓϩδΣΫτʹैࣄ ϏοτΩʔʹδϣΠϯ σʔλΤϯδχΞɾσʔλΞφϦετͱͯ͠ɺσʔλ ੳج൫ͷߏங͔Βσʔλ׆༻·ͰҰ؏ͯ͠୲ ࠷ॳͷϛογϣϯʮϓϩμΫτ࣭ͷఆྔԽʯ ॳΊͯʮSLIɾSLOʯͷੈքʹ৮ΕΔ 2023 SREνʔϜʹ݉ ʮSLIɾSLOʯͷӡ༻ΛSREͷϝϯόͱڞʹਪਐ
Copyright © 2023 Bitkey Inc. All right reserved. 5 2.
αʔϏεհ
ઃཱɹɹɿ20185݄ɹ ڌɹɹɿ౦ژɾେࡕɾԬɾٶ࡚ ैۀһɿ230໊
Copyright © 2023 Bitkey Inc. All right reserved. 7
Copyright © 2023 Bitkey Inc. All right reserved. 8 2.
αʔϏεհ SREͰɺ ΞϓϦʹΑΔεϚʔτϩοΫ ͷղࢪৣΛ ίΞମݧͱఆΊ͍ͯΔ homehubʮΒ͠ʯʹؔΘΔ༷ʑͳମݧΛ࣮ݱ͢Δ
Copyright © 2023 Bitkey Inc. All right reserved. 9 workhubʮಇۭؒ͘ʯͱʮಇ͘ͻͱۀʯΛͭͳ͗ɺշదͳࣄΛ࣮ݱ͢Δ
2. αʔϏεհ SREͰɺ ಇ͘ॴͷ༧ɺ༷ʑͳೝ ূํ๏ʹΑΔೖୀࣨΛίΞମ ݧͱఆΊ͍ͯΔ
Copyright © 2023 Bitkey Inc. All right reserved. 10 3.
͡Ίʹ
Copyright © 2023 Bitkey Inc. All right reserved. 11 3.
͡Ίʹ l4-0୯ͳΔσʔλͰ͋Δz ΦϥΠϦʔɾδϟύϯʮ4-0αʔϏεϨϕϧඪʯͷ1ΑΓࢀর ʢಥવͰ͕͢ʣSLOຊʹ͜Μͳݟग़͠ͷষ͕͋Γ·͢
Copyright © 2023 Bitkey Inc. All right reserved. 12 3.
͡Ίʹ SLO(SLIؚΉ)αʔϏεͷ৴པੑʢ㲈࣭ɺຬʣΛ ҡ࣋ɾ্͢ΔͨΊͷɺٞҙࢥܾఆΛੜΈͩ͢”σʔλ”Ͱ͋Δ ͜ͷষͷ༰ΛSREతͳ؍Ͱղऍͯ͠ΈΔͱ ͦͯ͠࠷ॳ͔Βᘳͳঢ়ଶΛࢦ͢ͷͰͳ͘ɺ νϡʔχϯάͯ͠”σʔλ”Λ࡞ɾ׆༻͍͖ͯ͠·͠ΐ͏ SLIͷఆٛͷௐɺܭଌͷௐɺSLOͷௐɺόʔϯϨʔτΞϥʔτͷௐetc
Copyright © 2023 Bitkey Inc. All right reserved. 13 3.
͡Ίʹ SLO(+SLI)σʔλͳΜ͔ͩΒɺ Ϗδωεจ຺ͱ͔ͬͱ৭ʑͳ͜ͱʹ׆༻ͨ͠Β͍͍͡ΌΜʂʂʂ ʢগ͠झΛม͑ͯʣʮSLO୯ͳΔσʔλͰ͋Δʯͱ͍͏จݴͷΈΛɺσʔλΤϯδχΞతͳ؍Ͱղऍͯ͠ΈΔͱ
Copyright © 2023 Bitkey Inc. All right reserved. 14 3.
͡Ίʹ SLO(+SLI)σʔλͳΜ͔ͩΒɺ Ϗδωεจ຺ͱ͔ͬͱ৭ʑͳ͜ͱʹ׆༻ͨ͠Β͍͍͡ΌΜʂʂʂ ͱ͍͏Θ͚Ͱ࣮ࡍͷऔΓΈ ϙΠϯτ Λհ͍ͯ͜͠͏ͱࢥ͍·͢ ʢগ͠झΛม͑ͯʣʮSLO୯ͳΔσʔλͰ͋Δʯͱ͍͏จݴͷΈΛɺσʔλΤϯδχΞతͳ؍Ͱղऍͯ͠ΈΔͱ
Copyright © 2023 Bitkey Inc. All right reserved. 15 3.
͡Ίʹ ʢͪͳΈʹʣϏοτΩʔͷSREͷऔΓΈʹ͍ͭͯɺฐࣾͷspeakerdeck͔Βޚཡ͍ͩ͘͞ʂʂʂ ϦϯΫ ϦϯΫ ϦϯΫ ϦϯΫ
Copyright © 2023 Bitkey Inc. All right reserved. 16 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ
Copyright © 2023 Bitkey Inc. All right reserved. 17 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ ᶃ ΧελϚʔαϙʔτ෦ʹͯɺ͍߹ΘͤରԠʹSLIΛ׆༻ ɾސ٬ͷݴ͏ʮΧΪ͕։͔ͳ͍ɾԠ͕͍ʯ ͷ༰༷ʑͳͷͰώΞϦϯάʹ͕͔͔࣌ؒΔ ྫʣશ͘։͔ͳ͍ɺ80%։͘ɺҎલ99.9% ͚ͩͬͨͲ࠷ۙ90%ʹͳͬͨ... →͜ΕΛఆྔత͔ͭޮతʹѲ͍ͨ͠ ɾ͍߹ΘͤରԠྃޙɺސ٬͔Βʮղܾ͠· ͨ͠ʂʯͱฦ৴͕དྷͳ͍͜ͱ͕Α͋͘Δ →࣮ࡍʹ࣏ͬͨͷ͔Ѳ͍ͨ͠ Ϗδωε՝ɾχʔζ ᶃ ΞϓϦ͔Βͷղৣޭ ᶄ ަ௨ܥICΧʔυࣾһূʹΑΔ ղৣޭ ᶅ إೝূޭ ᶆ QRίʔυೝূޭ SLI ࣾཧγεςϜ͔ΒSLI͕ࢀরՄೳʹʂ SLIͷఏڙํ๏ ※stagingڥʹμϛʔੜͨ͠Ͱ͢ ͍߹Θͤདྷͨɻʹ Αࣦͬͯഊ͢Δ͜ͱ͕ ͋Γͦ͏ͩɻղܾࡦΛ ఏҊ͠Α͏ ฦ৴དྷͯͳ͍͚ Ͳɺղܾͨ͠Έ͍ͨ ͩɻɻɻεςʔλε Λʮྃʯʹ͠Α͏
Copyright © 2023 Bitkey Inc. All right reserved. 18 ސ٬ར༻ঢ়گΛՄࢹԽ͍ͯ͠ΔɺBIπʔϧͰSLI͕ࢀরՄೳʹʂ
ɾදΛ൴Β͕ޙଓͷΦϖϨʔγϣϯཧ͍͢͠εϓϨουγʔτʹ ɹγʔϜϨεʹΤΫεϙʔτՄೳͳͷͰɺLooker StudioΛ࠾༻͠·ͨ͠ ɾϝλσʔλΛϑϥϯΫʹ͚ͬͭ͘ΕΔ ɹˠϩάʹސ٬໊Λ࣋ͨͤͯͳ͔ͬͨΓɺϏδωεଆ͕ಠࣗཧ ɹ͍ͯ͠Δϝλσʔλ͕͋ͬͨΓ͢ΔͷͰɺͦΕΛ༩͍ͯ͠Δ ɹʢDatadogͩͱɺ͜ΕʹʮϦϑΝϨϯεςʔϒϧʯΛ͍ͬͯΔ ɹ͕ɺ͏·͘ӡ༻͕Ͱ͖͍ͯͳ͍ɾɾɾʣ ɾSLI͝ͱʹμογϡϘʔυΛ࡞͍ͬͯΔ ɾσόΠε͝ͱͷSLIΛѲͰ͖ΔμογϡϘʔυ࡞͍ͬͯΔ 4. SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ ᶄ ϓϩΞΫςΟϒΞϓϩʔνʹΑΔސ٬ຬ্ɾղࢭʢtoBྖҬʣ ɾ͍߹Θ͕ͤདྷΔલʹɺࠔ͍ͬͯΔސ٬ɺ͏ ·͍͑ͯ͘ͳ͍ސ٬ΛѲ͠αϙʔτ͍ͯ͠ ͖͍ͨʢʹϓϩΞΫςΟϒΞϓϩʔνʣ →ࠔ͍ͬͯΔސ٬ΛఆྔతʹѲ͍ͨ͠ ᶃ ަ௨ܥICΧʔυࣾһূʹΑΔ ղৣޭ / ϨΠςϯγ ᶄ إೝূޭ / ϨΠςϯγ ᶅ QRίʔυೝূޭ / ϨΠς ϯγ SLI SLIͷఏڙํ๏ ൺֱతɺޭ͕ͦ͏ ͩɻࠔΓࣄ͕ແ͍͔࿈བྷ͍ ΕͯΈΑ͏ʂ ͜ͷՕॴͰࣦഊ͕ଟ͍ͱ͍ ͏͜ͱσʔλෆ߹͕ൃ ੜͯ͠ΔΜ͡Όɺɺɺ࠶ઃ ఆΛ͓ئ͍͠Α͏ Ϗδωε՝ɾχʔζ
Copyright © 2023 Bitkey Inc. All right reserved. 19 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ ΞʔΩςΫνϟɿϩάΛBigQueryʹཷΊࠐΉΑ͏ʹ͍ͯ͠Δɻͦ͜ʹଘࡏ͢ΔαʔϏε/ܖσʔλͱඥ͚Δ͜ͱͰϏδωε׆༻ʹ͑͏ΔΑ͏ʹ͍ͯ͠Δ ▪ղৣɺೝূܥͷSLIͷࢹํ๏
Copyright © 2023 Bitkey Inc. All right reserved. 20 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ ʢݫີʹݴ͏ͱϏδωε׆༻Ͱͳ͍͕ʣղৣܥͷମݧͰIotσόΠε͕བྷΉಛੑ্ɺϏδωεଆͱڠྗͯ͠ಛघͳʮSLOʯͷӡ༻Λͯ͠·͢ ▪ղৣɺೝূܥͷSLIͷࢹํ๏
Copyright © 2023 Bitkey Inc. All right reserved. 21 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ BLE ൶͕ް͍ɾ ిΛ௨ͮ͠ Β͍ૉࡐ Bluetooth ͷઃఆ͕ OFF ڑ͕ ԕ͍ ి͕ ແ͍ ɹిݯ͕ ೖΒͳ͍ IotσόΠεͷೝূɾղৣͱ͍͏ମݧӈਤͷΑ͏ͳɺ ઃஔڥσόΠεͷঢ়ଶʹґଘ͢Δͱ͍͏ಛ͕͋Δ ͳͷͰͦͦಈ࡞͢Δঢ়ଶ*ʹ͋Δ͔ɺ CSʹΑΔঢ়گѲ͕ඞཁ ※Luup͞ΜσόΠεଆ͕ಈ࡞͢Δঢ়ଶʹ͋Δ͔Λ CMCɿCritical Machine Communicationͱఆٛ͠ɺࢦඪԽ͍ͯ͠Δ ࢀরɿిಈϚΠΫϩϞϏϦςΟͷγΣΞαʔϏεʮLUUPʯʹ͓͚ΔEnabling SLOͷ࣮ફ ʢݫີʹݴ͏ͱϏδωε׆༻Ͱͳ͍͕ʣղৣܥͷମݧͰIotσόΠε͕བྷΉಛੑ্ɺϏδωεଆͱڠྗͯ͠ಛघͳʮSLOʯͷӡ༻Λͯ͠·͢ ▪IotσόΠε͕བྷΉମݧͷಛ
Copyright © 2023 Bitkey Inc. All right reserved. 22 4.
SLI/SLOͷσʔλ׆༻ ~ ࣄྫհ ᶃΤϥʔόδΣοτͷރׇɺόʔϯϨʔτͷ૿ՃΞϥʔτ ʢDatadog => slackʣ ᶃ ᶄCS͕ΞϥʔτΛ֬ೝ ʢݱ࣮SRE͕ΞϥʔτΛղऍ͠ɺCSʹ࿈བྷ͢Δ͜ͱͰޙଓͷௐࠪΛ։࢝ʣ ᶄ ᶅBIπʔϧDatadog͔Βମݧᆝଛ͍ͯ͠Δސ٬Λಛఆɻ ސ٬αϙʔτɾ։ൃௐࠪґཔͳͲͷωΫετΞΫγϣϯΛݕ౼ ʢݱ࣮SRE͕ݟͯCSͷΞΫγϣϯΛϑΥϩʔʣ ᶅ ʢݫີʹݴ͏ͱϏδωε׆༻Ͱͳ͍͕ʣղৣܥͷମݧͰIotσόΠε͕བྷΉಛੑ্ɺϏδωεଆͱڠྗͯ͠ಛघͳʮSLOʯͷӡ༻Λͯ͠·͢ ▪۩ମతͳSLOͷӡ༻ํ๏ ᶅ
Copyright © 2023 Bitkey Inc. All right reserved. 23 5.
SLI/SLOͷσʔλ׆༻ ~ ϙΠϯτ
Copyright © 2023 Bitkey Inc. All right reserved. 24 🌞
׆༻ଆͷѻ͍͢͞Λҙࣝ͢Δͱͬͯ͘Ε͍͢ πʔϧʢࣾཧγεςϜɾBIπʔϧɾεϓϨουγʔτʣɺCUJΛղͨ͠ϑϩʔਤΛ༻ҙ͠ࢦඪʹର͢Δڞ௨ೝࣝΛৢ 🌞 SLIɾSLOΛݫ֨ʹӡ༻͢ΔΑΓɺ׆༻ͷϋʔυϧ͕͍ͷͰɺՁ͕ग़͍͢ SRESLIɾSLOʹऔΓΉͨΊʹձࣾͷঝೝతͳͷ͕ϋʔυϧʹͳͬͨ߹ɺ͜͏͍ͬͨऔΓΈ߹ΘͤͯఏҊ͍ͯ͘͠ͱྑ͍͔ ʢ※ฐࣾSREͷऔΓΈͷࢿʹ͔ͳΓੵۃతͰ͢ʣ ☔ DatadogͷAPMRUMΛϕʔεͱͨ͠SLI͋Δ͕ɺϏδωεจ຺Ͱ·ͩະ׆༻ ϩάͱಉ༷ʹBigQueryͷੈքʹ͍͖࣋ͬͯ͘ͳͷ͔ɺͨ·ͨDatadogΛϏδωεଆͰ׆༻Ͱ͖ΔΑ͏ʹࢼߦࡨޡ͍͖ͯ͘͠ͳͷ͔ɾɾɾ 5. SLI/SLOͷσʔλ׆༻ ~ ϙΠϯτ औΓΜ্ͩͰͷ ϙΠϯτ ͱ վળ
Copyright © 2023 Bitkey Inc. All right reserved. 25 6.
·ͱΊ
Copyright © 2023 Bitkey Inc. All right reserved. 26 SLOຊͷΑΔͱɺSLIɾSLOαʔϏεϓϩμΫτͷ৴པੑΛ
ҡ࣋ɾ্͢ΔͨΊͷɺٞҙࢥܾఆΛੜΈͩ͢”σʔλ”Ͱ͋Δ ↓ ͱಉ࣌ʹ༷ʑͳతͰ׆༻͢Δ͜ͱ͕ՄೳͰ͋Δ͜ͱ͕Θ͔ͬͨ ↓ ·ͩऔΓΊͯͳ͍͕ɺΞοϓηϧΫϩεηϧͷλʔήςΟϯάͷ׆༻ͳͲ SRE͕తͳച্ʹد༩͢Δ͜ͱͰ͖ΔͷͰͱࢥ͍ͬͯΔ ↓ ࠷ޙʹσʔλਓࡐͱͯ͠ɺ SLIɾSLOͱ͍͏SREͷϓϥΫςΟεૉΒ͍͠ͱࢥ͍ͬͯͯɺ ࠓޙSREͷօ͞ΜͷݟΛ͓आΓ͠ͳ͕ΒऔΓΜͰ͍͖͍ͨ 6. ·ͱΊ
Copyright © 2023 Bitkey Inc. All right reserved. 27 We
Are Hiring ! Θͨͨͪ͠ɺͱʹಇؒ͘Λืू͓ͯ͠Γ·͢ʂ ৬छͷҰྫͱͯ͠... 1. SRE 2. EM 3. SEʢWEBɺϞόΠϧʣ 4. PdM 5. UI/UXσβΠφʔ … ͳͲɺ༷ʑͳϙδγϣϯͰืूதͰ͢ʂ ͝ڵຯ͕͋ΕӈͷQRίʔυ·ͨɺ X(Twitter):@i_am_miko__ ·Ͱ͝࿈བྷ͍ͩ͘͞ʂ 6. ·ͱΊ
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