Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Sustainable Operation
Search
Sho Kusano
December 08, 2016
Programming
3.8k
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Sustainable Operation
2016/12/08 Codenize Meetup
Sho Kusano
December 08, 2016
More Decks by Sho Kusano
See All by Sho Kusano
ISUCON 反省会
rosylilly
1
340
ISUCON 夏祭り 2023 ハンズオン資料
rosylilly
1
6.7k
今日から始めるリアルタイム配信の裏側
rosylilly
10
9.1k
ISUCON12 事前講習
rosylilly
6
17k
BURST #0
rosylilly
1
280
ISUCON 11 Prior
rosylilly
9
18k
ISUCON 夏期講習 2020
rosylilly
7
11k
真剣.js / shinken-js
rosylilly
1
4.4k
Crystal introduction
rosylilly
0
1.2k
Other Decks in Programming
See All in Programming
壊れたパーサから始める関数型設計と構成的なパーサ #fp_matsuri
raiga0310
2
210
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
200
AI時代、エンジニアはどう育つのか -未経験エンジニアの成長を間近で見て考えたこと-
thasu0123
0
110
地域 SRE コミュニティ最前線 - ホンマでっかSRE勉強会
tk3fftk
0
230
AIエージェントで 変わるAndroid開発環境
takahirom
2
630
鹿野さんに聞く!『TypeScriptコードレシピ集』で磨く実践力
tonkotsuboy_com
4
1.1k
コーディングルールの鮮度を保ちたい for SRE NEXT 2026 / keep-fresh-go-internal-conventions-sre-next-2026
handlename
0
140
Claude Opus 4.6以後の受託開発エンジニアの変化(Claude Code開発ノウハウ大公開スペシャルbyクラスメソッド)
iidatakuma
1
700
AWS CDK を「作」ってみた 〜フルスクラッチで見えた CDK の裏側〜 / aws-cdk-from-scratch
gotok365
3
300
ローカルLLMでどこまでコードが書けるか -縮小版 / How much code can be written on a local LLM Shortened
kishida
2
190
Even G2とAWSで推しのエージェントを召喚しよう!
har1101
1
170
どこまでゆるくて許されるのか
tk3fftk
0
480
Featured
See All Featured
Why You Should Never Use an ORM
jnunemaker
PRO
61
9.9k
The World Runs on Bad Software
bkeepers
PRO
72
12k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
2.1k
Between Models and Reality
mayunak
4
370
Building an army of robots
kneath
306
46k
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
tomoyanonymous
3
950
Heart Work Chapter 1 - Part 1
lfama
PRO
8
36k
Done Done
chrislema
186
16k
Agile Actions for Facilitating Distributed Teams - ADO2019
mkilby
0
220
Testing 201, or: Great Expectations
jmmastey
46
8.2k
Leading Effective Engineering Teams in the AI Era
addyosmani
9
2.1k
Learning to Love Humans: Emotional Interface Design
aarron
275
41k
Transcript
Sustainable Operation 2016/12/08 : Codenize Meetup
Works on (2016/12) Sho Kusano(rosylilly) Freelance Engineer @ zeny.io Teacher
of Engineering @ Vantan They are hiring!!
ͳͥɺզʑΠϯϑϥΛίʔυԽ͢Δͷ͔
͔͍͍͔ͬ͜Β ͔͍͍ͬͬͯ͜ฉ͍͔ͨΒ ؾ ϊϦ
ΦϖϨʔγϣϯΛܧଓՄೳͳͷʹ͍ͨ͠ Sustainable
Sustainable Operation IUUQTVOTQMBTIDPN QIPUP;"*CJ$$6
ܧ ଓ ͚͍ ͧ͘ 4VTUBJO
ݸਓʹґଘ͢Δϊϋ جຊతʹड͚ܧ͕Εͳ͍ ޱൿҰࢠ૬
ଓ͚͍ͯͨ͘Ίʹ ୭Ͱߦ͑Δঢ়ଶʹ͓ͯ͘͠ඞཁ͕͋Δ
O p e r a t i o n a
s C o d e ΦϖϨʔγϣϯΛίʔυԽ͢Δ
࣮ ྫ ͭ͡ Ε͍ &YBNQMF
dslimple packer apex miam terraform ݱࡏ[FOZͰಈ͍ͯΔΠϯϑϥدΓͳϦϙδτϦୡ
[FOZJPͳͲͷυϝΠϯཧͯ͠Δ ˠ-FU`T&ODSZQUͷૢ࡞࣋ͬͯΔ
-FU`TFODSZQUX%/4ʹΑΔূ໌ॻͷൃߦ -FU`TFODSZQUʹνϟϨϯδϦΫΤετ ฦ͖ͬͯͨτʔΫϯΛ@BDNFDIBMMFOHF ʹ595Ͱઃఆ -FU`TFODSZQU͕֬ೝͨ͠ΒϨίʔυΛআ ূ໌ॻ͕֫ಘͰ͖Δ ˣ ˣ ˣ
ڥมͰઃఆ࣌ͷΈڍಈ͕มΘΔ
ಛఆͷ݅ԼͷΈ ಛఆͷڍಈ͕Ұ࣌తʹඞཁ
JGจͩ͜Εʂ
ͨ·ʹ͢ΔΦϖϨʔγϣϯ ͨ·ʹ࣮ߦ͞ΕΔΦϖϨʔγϣϯ ˣ
ͨ·ʹΔΦϖϨʔγϣϯͷྫ ɾ$%/ͷΩϟογϡΛύʔδ͢Δ ɾ"84ྉۚΛ֬ೝ͢Δ ɾ44)༻ͷCBTUJPOΛ্ཱͪ͛Δ ˠίʔυԽࡁΈ
ڭ ҭ ͖ΐ͏ ͍͘ &EVDBUJPO
ܧଓՄೳʹ͍ͨ͠ͱ͖ɺࣝྔͷ͕ࠩ ࣮ߦ࣌ϘτϧωοΫͷཁҼʹͳΓ͏Δ FYΫιοɺΠϯϑϥΤϯδχΞΊʂ
ίʔυԽ %4-Խ ͢Δ͜ͱͰ࣮ମͷࣝྔ͕ଟ͘ͳͯ͘ ཧͷঢ়ଶͷίʔυΛهड़͢Εద༻Ͱ͖Δ
ϓϩάϥϛϯάॳ৺ऀͷߴߍੜͰ%/4ઃఆ͕ग़དྷΔ
"QQMJDBUJPO &OHJOFFS *OGSBTUSVDUVSF &OHJOFFS
"QQMJDBUJPO &OHJOFFS *OGSBTUSVDUVSF &OHJOFFS 0QFSBUJPO &OHJOFFS
ࣝͷάϥσʔγϣϯΛڐ༰͠ɺ৽ਓ͕ͳΔ͘ ૣ͘ΦϖϨʔγϣϯग़དྷΔΑ͏ʹͳΔ༻ҙΛ͢Δ
ૢ ࡞ ͦ͏ ͞ 0QFSBUJPO
$IBU0QT͋Μ·Γ͖͡Όͳ͍ਓͰ͢
ཧ༝ ਆ ΰου εΰΠ Χϛ ChatBot ͕ɺੜ·ΕΔ͔Β ΦϖϨʔγϣϯ࣮͕ΊͪΌͪ͘ΌͬͨϘοτϦϙδτϦ͕ग़དྷΔ
Ͱ͏
ˣSVCPUZTDPQFE@BMJBTͰJOGSBͰ͚ͩ͑ΔίϚϯυ ˣ࣮ମ"84-BNCEB্ʹ͋Δ
$*DSPO ఆظతͳ࣮ߦ 4MBDL$IBU ҙతͳ࣮ߦ -BNCEB$POUBJOFS ࣮ࡍͷ࣮ߦΛߦ͏
[FOZͰ$JSDMF$*ͱ-BNCEBΛ࣮ߦίϯςφʹ (PPHMF"QQ4DSJQU$SPOͱ4MBDLΛτϦΨʔʹͯ͠·͢
ͪΖΜ(JU)VCϚʔδܖػͷτϦΨʔ
ద༻࣮ߦίϯςφΛू͓ͯ͘͜͠ͱͰ ༷ʑͳτϦΨʔ͔ΒөߦҝΛߦ͑Δ
͍ΖΜͳͱ͜Ͱಈ͔ͤΔͷ $PEFOJ[FUPPMT͕খ͍͓͔͛͞ ʢॿ͔Γ·͢ʣ
ղ ͛ ͩͭ "TDFOTJPO
ΦϖϨʔγϣϯΛίʔυԽ͢Δͱ ίϐϖΞϏϦςΟ͕ൃੜ͢Δ Αʔ͠ΒΜ͚Ͳ͜͏ॻ͍ͨΒ͍͚ΔΜͰ Έ͍ͨͳ͜ͱ͕Ͱ͖ΔΑ͏ʹͳΔ ˣ
өࣗಈԽ͞Ε͍ͯΔͳΒ ϚʔδڐՄΛग़ͯ͋͛͠Δ͚ͩͰྑ͍ ࣮࣮ߦ·Ͱ͖߹͏ඞཁ͕ͳ͍ ˣ
ΠϯϑϥΤϯδχΞ͡Όͳͯ͘ ΠϯϑϥΦϖϨʔγϣϯ͕ग़དྷΔʂ
ࣦ ৬
ͳΜͯ͜ͱͳͯ͘
$PEFOJ[F5PPMTΛ࡞Δಋೖ͢Δʹ $PEFOJ[Fઌͷͷͷ͕ࣝඞཁ
ΠϯϑϥΤϯδχΞͷࣄ ΦϖϨʔγϣϯ͔ΒαΠΫϧߏஙʹͳΔʁ
ࡉ͔͍ΦϖϨʔγϣϯਓʹ·͔ͤͯ ܧଓͰ͖ΔڥΛ࡞Γଓ͚Α͏
Sustainable Operation IUUQTVOTQMBTIDPN QIPUP;"*CJ$$6 Thank you for listening