Slide 1

Slide 1 text

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

Slide 2

Slide 2 text

৽͍͠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

Slide 3

Slide 3 text

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

Slide 4

Slide 4 text

"CPVUTIBLF ޿ࠂ

Slide 5

Slide 5 text

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

Slide 6

Slide 6 text

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

Slide 7

Slide 7 text

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

Slide 8

Slide 8 text

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

Slide 9

Slide 9 text

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

Slide 10

Slide 10 text

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

Slide 11

Slide 11 text

֎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

Slide 12

Slide 12 text

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

Slide 13

Slide 13 text

ιϑτ΢ΣΞγεςϜͰ Մ؍ଌੑ͕௿͍ߴ͍ͬͯ Ͳ͏͍͏͜ͱʁ🤔 ΦϒβʔόϏϦςΟ

Slide 14

Slide 14 text

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

Slide 15

Slide 15 text

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

Slide 16

Slide 16 text

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

Slide 17

Slide 17 text

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

Slide 18

Slide 18 text

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

Slide 19

Slide 19 text

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

Slide 20

Slide 20 text

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

Slide 21

Slide 21 text

ͦ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

Slide 22

Slide 22 text

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

Slide 23

Slide 23 text

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

Slide 24

Slide 24 text

؂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

Slide 25

Slide 25 text

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

Slide 26

Slide 26 text

෼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

Slide 27

Slide 27 text

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

Slide 28

Slide 28 text

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

Slide 29

Slide 29 text

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

Slide 30

Slide 30 text

Մ؍ଌੑͷಋೖͱ఍߅

Slide 31

Slide 31 text

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

Slide 32

Slide 32 text

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

Slide 33

Slide 33 text

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

Slide 34

Slide 34 text

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

Slide 35

Slide 35 text

·ͱΊ

Slide 36

Slide 36 text

·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

Slide 37

Slide 37 text

͓ΘΓ

Slide 38

Slide 38 text

ࢀߟࢿྉ w 0CTFSWBCJMJUZ8IJUFQBQFS w IUUQTHJUIVCDPNDODGUBHPCTFSWBCJMJUZCMPCNBJOXIJUFQBQFSNE w ΦϒβʔόϏϦςΟೖ໳ɿ͜Ε͔Β࢝ΊΔํ΁ͷجຊίϯηϓτͱπʔϧ w IUUQTZPVUVCF1#*/1E-TC2 TJGB3MT%#IH,4 w1SBDUJDBM.POJUPSJOH w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXQSBDUJDBMNPOJUPSJOH w $MPVE0CTFSWBCJMJUZJO"DUJPO w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXDMPVEPCTFSWBCJMJUZJO w 0CTFSWBCJMJUZ&OHJOFFSJOH w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZFOHJOFFSJOH wPQFOPCTFSWF w IUUQTHJUIVCDPNPQFOPCTFSWFPQFOPCTFSWF w0CTFSWBCJMJUZXJUI(SBGBOB w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZXJUIHSBGBOB 

Slide 39

Slide 39 text

ࢀߟࢿྉ w1SBDUJDBM.POJUPSJOH w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXQSBDUJDBMNPOJUPSJOH wPQFOPCTFSWF w IUUQTHJUIVCDPNPQFOPCTFSWFPQFOPCTFSWF w $MPVE0CTFSWBCJMJUZJO"DUJPO w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXDMPVEPCTFSWBCJMJUZJO w 0CTFSWBCJMJUZ&OHJOFFSJOH w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXPCTFSWBCJMJUZFOHJOFFSJOH w ʮมԽΛݏ͏ਓʯΛಈ͔͢ັྗతͳఏҊ͕ड͚ೖΕΒΕͳ͍ͭͷཧ༝  w IUUQTXXXBNB[PODPKQEQ wղ૾౓Λ্͛Δ 🔬 w IUUQTTQFBLFSEFDLDPNUVNBEBKJFYJBOHEVXPHBPNFSV w۩ମͱந৅ੈք͕มΘͬͯݟ͑Δ஌ੑͷ͘͠Έ w IUUQTTIPQE[FSPCPPLT wʮԿճઆ໌ͯ͠΋఻ΘΒͳ͍ʯ͸ͳͥى͜Δͷ͔ʁɹೝ஌Պֶ͕ڭ͑Δίϛϡχέʔγϣϯͷຊ࣭ͱղܾࡦ w IUUQTXXXBNB[PODPKQEQ wଞऀͱಇ͘ʮΘ͔Γ͋͑ͳ͞ʯ͔Β࢝ΊΔ૊৫࿦ w IUUQTQVCMJTIJOHOFXTQJDLTDPNCPPLT 

Slide 40

Slide 40 text

ࢀߟࢿྉ w ʲ೥౓αΠόʔΤʔδΣϯτ ৽ଔݚमʳγεςϜӡ༻ͷجຊͱઓུ w IUUQTTQFBLFSEFDLDPNTIVOUBLBIBTIJOJBOEVTBJCBF[JFOUPYJO[VZBOYJVTJTVUFNVZVOZPOHOPKJCFOUP[IBOMVF w ΦϒβʔόϏϦςΟݚम࣮ફฤ w IUUQTTQFBLFSEFDLDPNCJXBTIJPZIBOETPO w ΦϒβʔόϏϦςΟೖ໳ w IUUQTTQFBLFSEFDLDPNDZCP[VJOTJEFPVUJOUSPEVDUJPO@UP@PCTFSWBCJMJUZ w צʹཔΒͣݪҼΛ ⾒ ͚ͭΔͨΊͷΦϒβʔόϏϦςΟ w IUUQTTQFBLFSEFDLDPNTBOTBOUFDITBOTBO w ϩά͔Β࢝ΊΔΦϒβʔόϏϦςΟ w IUUQTTQFBLFSEFDLDPNIPTIUSPHVLBSBTIJNFSVPCV[BCBCJSJUFJ w ϑϩϯτΤϯ ド ʹ͓͚Δ0CTFSWBCJMJUZ w IUUQTTQFBLFSEFDLDPNCJULFZIVSPOUPFOUPOJPLFSVPCTFSWBCJMJUZ w 0CTFSWBCJMJUZʹ͍ͭͯ w IUUQTTQFBLFSEFDLDPNPSBDMFFOHJOFFSPCTFSWBCJMJUZOJUVJUF w 0QFO5FMFNFUSZ࣮ફ ͸͡ΊͷҰา w IUUQTTQFBLFSEFDLDPNUBYJOPQFOUFMFNFUSZTIJKJBOIB[JNFOPCV w ෼ࢄτϨʔγϯάͱ0QFO5FMFNFUSZͷεεϝ(FUUJOHTUBSUFEEJTUSJCVUFEUSBDJOHBOE 0QFO5FMFNFUSZ w IUUQTTQFBLFSEFDLDPNLTJSYGFOTBOUPSFTJOHVUPPQFOUFMFNFUSZOPTVTVNF w ࢓༷ͱ࣮૷ͰֶͿ0QFO5FMFNFUSZ w IUUQTTQFBLFSEFDLDPNESVNBUPTIJZBOHUPTIJ[IVBOHEFYVFCVPQFOUFMFNFUSZ w ܭଌͷखؒΛল͖͍ͨʂ0QFO5FMFNFUSZʹݟΔzࣗಈܭ૷zͷΠϚ w IUUQTTQFBLFSEFDLDPNLTJSYHFUUJOHTUBSUFEBVUPJOTUSVNFOUBUJPOXJUIPQFOUFMFNFUSZ