Lock in $30 Savings on PRO—Offer Ends Soon! ⏳
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
はてなシステム構想 / The concept of Hatena System
Search
Yuuki Tsubouchi (yuuk1)
October 07, 2017
Research
2
7.3k
はてなシステム構想 / The concept of Hatena System
ペパボ・はてな技術大会@福岡
Yuuki Tsubouchi (yuuk1)
October 07, 2017
Tweet
Share
More Decks by Yuuki Tsubouchi (yuuk1)
See All by Yuuki Tsubouchi (yuuk1)
AIスーパーコンピュータにおけるLLM学習処理性能の計測と可観測性 / AI Supercomputer LLM Benchmarking and Observability
yuukit
0
280
SREはサイバネティクスの夢をみるか? / Do SREs Dream of Cybernetics?
yuukit
3
260
SREのためのテレメトリー技術の探究 / Telemetry for SRE
yuukit
13
2.6k
AIスパコン「さくらONE」の オブザーバビリティ / Observability for AI Supercomputer SAKURAONE
yuukit
2
1k
AIスパコン「さくらONE」のLLM学習ベンチマークによる性能評価 / SAKURAONE LLM Training Benchmarking
yuukit
2
910
とあるSREの博士「過程」 / A Certain SRE’s Ph.D. Journey
yuukit
11
5.2k
eBPFを用いたAIネットワーク監視システム論文の実装 / eBPF Japan Meetup #4
yuukit
3
1.6k
クラウドのテレメトリーシステム研究動向2025年
yuukit
4
1.1k
博士論文公聴会: Scaling Telemetry Workloads in Cloud Applications: Techniques for Instrumentation, Storage, and Mining / PhD Defence
yuukit
1
420
Other Decks in Research
See All in Research
LLM-jp-3 and beyond: Training Large Language Models
odashi
1
720
「リアル×スキマ時間」を活用したUXリサーチ 〜新規事業を前に進めるためのUXリサーチプロセスの設計〜
techtekt
PRO
0
210
さまざまなAgent FrameworkとAIエージェントの評価
ymd65536
1
370
論文紹介: ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
hisaokatsumi
0
150
[IBIS 2025] 深層基盤モデルのための強化学習驚きから理論にもとづく納得へ
akifumi_wachi
19
9k
音声感情認識技術の進展と展望
nagase
0
410
スキマバイトサービスにおける現場起点でのデザインアプローチ
yoshioshingyouji
0
270
Sat2City:3D City Generation from A Single Satellite Image with Cascaded Latent Diffusion
satai
4
390
When Learned Data Structures Meet Computer Vision
matsui_528
1
1.6k
Stealing LUKS Keys via TPM and UUID Spoofing in 10 Minutes - BSides 2025
anykeyshik
0
170
GPUを利用したStein Particle Filterによる点群6自由度モンテカルロSLAM
takuminakao
0
700
Language Models Are Implicitly Continuous
eumesy
PRO
0
360
Featured
See All Featured
Leo the Paperboy
mayatellez
0
1.3k
Mind Mapping
helmedeiros
PRO
0
39
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
9
1k
Principles of Awesome APIs and How to Build Them.
keavy
127
17k
Mobile First: as difficult as doing things right
swwweet
225
10k
How Software Deployment tools have changed in the past 20 years
geshan
0
30k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
659
61k
Raft: Consensus for Rubyists
vanstee
141
7.3k
GitHub's CSS Performance
jonrohan
1032
470k
Balancing Empowerment & Direction
lara
5
820
How to Get Subject Matter Experts Bought In and Actively Contributing to SEO & PR Initiatives.
livdayseo
0
29
Conquering PDFs: document understanding beyond plain text
inesmontani
PRO
4
2.1k
Transcript
ͯͳγεςϜߏ ͯͳ id:y_uuki ϖύϘɾͯͳٕज़େձ@Ԭ
id:y_uuki / @y_uuk1 TSUBOUCHI Yuuki https://yuuk.io/ גࣜձࣾͯͳ WebΦϖϨʔγϣϯΤϯδχΞ / γχΞΤϯδχΞ
/ ςοΫϦʔυ / ج൫։ൃνʔϜϦʔμʔ
ͯͳγεςϜ
https://twitter.com/y_uuk1/status/722085103166296065
https://twitter.com/matsumotory/status/722085980375621632
https://twitter.com/matsumotory/status/722232813668274177
https://twitter.com/kentaro/status/722233495632764928
ͦͯ͠ɺ1ܦա
ͯͳγεςϜߏ ɾ1. Γ͍ͨ͜ͱ ɾ2. ͯͳγεςϜͱɹ ɾ3. Repairable Infrastructureɹ ɾ4. Experimentable
Infrastructureɹ ɾ5. ·ͱΊɹ
1.Γ͍ͨ͜ͱ
ΤϯδχΞ͕ӡ༻ʹർฐͤͣʹ ੑΛൃشͯ͠ ָ͘͠։ൃͰ͖ΔΑ͏ʹ͍ͨ͠ ※ ※ಛʹɺSREɺWebΦϖϨʔγϣϯΤϯδχΞɺΠϯϑϥΤϯδχΞΛࢦ͢
Γ͍ͨ͜ͱ • ઓज़తͳγεςϜվળͷݶք͕Έ͖͑ͯͨ • ΤϯδχΞͷٕज़ʹΑΔղܾೳྗ͋͘͢͝Δͷ ͰɺγεςϜӡ༻ͷτΠϧ(࿑ۤ)ΛͬͱݮΒ͍ͨ͠ • γεςϜӡ༻͔Βղ์͞Εɺతͳ։ൃΛ͍ͬͯ ͖͍ͨ
ͳͥϏδϣϯ͔ • γεςϜʹର͢ΔϏδϣϯ͕·ͣඞཁͩͱײͨ͡ • ϏδϣϯͱͦΕʹجͮ͘ઓུΛܾఆ͢Δ͜ͱͰޮՌత ʹγεςϜΛվળ͍ͯ͘͠ • ͋͑ͯநతࢥߟΛਪ͠ਐΊΔ͜ͱͰݶքΛಥഁ͢Δ • ͳΊΒ͔ͳγεςϜ͕͖
2. ͯͳγεςϜͱ
ͯͳͷϏδϣϯ͔Βಋग़
http://hatenacorp.jp/information/mission ʮΔʯʮͭͳ͕Δʯʮදݱ͢Δʯ Ͱ৽͍͠ମݧΛఏڙ͠ɺ ਓͷੜ׆Λ๛͔ʹ͢Δ
http://hatenacorp.jp/information/mission
ޠ۟ͷΈൈਮ ΑΓଟ͘ͷΫϦΤΠλʔ ଟ༷ͳٕज़ ਓͷੜ׆ දݱ͢Δ
ਓͷੜ׆े => αʔϏεͷ࣌ؒతӬଓੑ දݱखஈଟ༷ => αʔϏεͷଟ༷ੑ
αʔϏε 100+ ϩʔϧ 1000+ ఏڙ 10years+ ※ ※͜͜Ͱ෦γεςϜεςʔδϯάڥΛؚΜͩγεςϜ୯Ґ
૿͑ଓ͚ΔαʔϏεΛޮΑ͘Քಇͤ͞Δ αʔϏεΛ10୯ҐͰՔಇͤ͞ଓ͚Δ
αʔϏεͷ ʮݸʯͱʮ࣌ؒʯʹରͯ͠ εέʔϧ͢Δ͜ͱΛࢦ͢
ͯͳʹ ͢Ͱʹଘࡏ͢Δཁૉٕज़͔Β ۩ମతͳϏδϣϯΛߟ͑Δ
3. Repairable Infrastructure
Droot https://github.com/yuuki/droot
Droot • DockerΞʔΧΠϒΛchrootͰ࣮ߦ͢Δ͚ͩͷܰྔΞϓ ϦέʔγϣϯίϯςφΤϯδϯ • Docker͕ఏএ͢ΔBuild -> Ship -> Runͷ֓೦Λղ͠ɺ
ίϯςφΤϯδϯ෦ͷΈΛͯͳΒ࣮ͨ͘͠͠ͷ
ڊେͳج൫ιϑτΣΞʹ ର͢ΔΞϯνςʔθ
ڊେͳج൫ιϑτΣΞ • طଘͷج൫ιϑτΣΞ܈ͱͷ࿈ܞ͕͍͠ • ෆ҆ఆʹͳͬͨͱ͖ʹରॲͮ͠Β͍ • όʔδϣϯΞοϓ࣌ͷӨڹൣғ͕େ͖͍ • ͕ܦա͢Δͱɺ৽͍͠ͷೖΕସ͑ͨΓɺఫୀ͢ ΔՄೳੑ͋Δ
• ӡ༻͢ΔΠϯϑϥετϥΫνϟʹ͔ͳ͍
ղͱ࠶ߏங
Γ͍ͨ͜ͱΛখ͞ͳཁૉʹ ղ͠ɺ࠶ߏங͢Δ UNIXֶͷΑ͏ͳߟ͑ํ
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Build Run Ship
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Archive Registry Archive Builder Archive Uploader Deploy Server Archive
Fetcher Archive Extracter Container Engine σϓϩΠλʔήοτ CIαʔό Service Discovery
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Archive Registry Archive Builder Archive Uploader Deploy Server Archive
Fetcher Archive Extracter Container Engine σϓϩΠλʔήοτ CIαʔό Service Discovery
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Archive Registry Archive Builder Archive Uploader Deploy Server Archive
Fetcher Service Discovery Archive Extracter Container Engine σϓϩΠλʔήοτ CIαʔό
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Archive Registry Archive Builder Archive Uploader Deploy Server Archive
Fetcher Service Discovery Archive Extracter Container Engine σϓϩΠλʔήοτ CIαʔό
ΞϓϦέʔγϣϯσϓϩΠϝϯτͷྫ Archive Registry Archive Builder Archive Uploader Deploy Server Archive
Fetcher Service Discovery Archive Extracter Container Engine σϓϩΠλʔήοτ CIαʔό
۩ମతͳ࣮Λஔ Amazon S3 droot build awscli furoshiki stretcher Mackerel capze
droot run σϓϩΠλʔήοτ CIαʔό
ղͱ࠶ߏங • ଟͷαʔϏεΛޮΑ͘ӡ༻͢Δʹڞ௨ج൫͕ඞཁ • ظӡ༻͢ΔαʔϏεมԽ͠ଓ͚Δ • ιϑτΣΞΛখ͘͞γϯϓϧʹղ͠ɺকདྷͷมߋʹ దԠͰ͖ΔΑ͏ʹ͓ͯ͘͠
Repairable मਖ਼ͷ༰қͳ ܽؕ෦Λमਖ਼͢ΔͨΊͷมߋΛہॴతʹԡ͑͞Δ͜ ͱ͕Ͱ͖,݁Ռͱͯ͠,ଞͷϓϩάϥϜϞδϡʔϧ,ଐจ ॻʹ࠷খݶͷӨڹ͔͠༩͑ͳ͍Α͏ͳιϑτΣΞ ʹؔͯ͠༻͍Δ༻ޠ. http://ejje.weblio.jp/content/repairable
Repairable Infrastructure
4. Experimentable Infrastructure
Q. ࠷࣌ؒΛͱΒΕ͍ͯΔ͜ͱʁ A. γεςϜͷߏঢ়گ͕Θ͔Βͳ͍ͱ ͖ͷௐࠪ
αʔϏε͕ଟ͍ αʔϏεͷྺ࢙͕͍ ☓ ෳࡶ =
γεςϜͷঢ়ଶͱৼΔ͍Λ ଊ͑ଓ͚Δ͜ͱͷॏཁੑ ʹؾͮ͘
Mackerel https://mackerel.io
Mackerel • αʔόཧɾࢹαʔϏε • ͱͱͯͳͷࣾπʔϧͩͬͨ • 2007લޙʹଟͷαʔϏεΛޮΑ͘ߏங͢ΔͨΊ ʹXen HypervisorΛಋೖ •
Ծϗετ͕૿େ͠ɺExcelͰཧͰ͖ͳ͘ͳͬͨ • ϗετใΛϓϩάϥϚϒϧʹѻ͏MackerelΛ։ൃ
Mackerel αʔϏεͷଟ༷ੑΛ ղܾ͢ΔͨΊʹൃୡ͖ͯͨ͠
୯ͳΔࢹͰͳ͍
؍ଌ Observation
؍ଌ ࢮ׆ঢ়ଶ ϝτϦοΫ ϩά Πϕϯτ αʔό ߏཁૉ ཁૉಉ࢜ ͷؔ
ܧଓతͳ؍ଌʹΑΓ աڈΛΓɺݱࡏΛଊ͑Δ
͜͜·Ͱݟ͍͑ͯΔ ͦͷ࣍ʹΓͨ͘ͳΔ͜ͱ
ະདྷΛ༧ଌ͠ɺରԠ͢Δ
࣮ݧ Experiment
ϑΟʔυόοΫ੍ޚ
ϑΟʔυόοΫ੍ޚɺେنͰෳࡶ ͳγεςϜΛɺͨͱ͑γεςϜ͕֎ཚ ʹӨڹΛड͚Α͏ͱɺ͋Δ͍ɺݶ ΒΕͨࢿݯΛ༗ޮར༻ͭͭ͠ɺͦͷੑ ೳΛอͬͯಈ࡞ͤ͞ΔͨΊͷख๏Ͱ͢ɻ Philipp K. Janert ஶ, ʮΤϯδχΞͷͨΊͷϑΟʔυόοΫ੍ޚೖʯ,ΦϥΠϦʔɾδϟύϯ,
2014/07
ϑΟʔυόοΫ੍ޚͷ • ੍ޚରϒϥοΫϘοΫεͰ͋Γɺதෆ໌ͰΑ͍ • OpsΤϯδχΞ͕ΞϓϦέʔγϣϯͷதΛΒͣʹϞχ λϦϯά݁Ռ͚ͩΛΈͯোରԠ͢Δ༷ࢠʹࣅ͍ͯΔ • ॻ੶ʹαʔόͷͷௐΩϟογϡώοτͷԠ༻ྫ ͕͋Δ •
WebγεςϜෳࡶ͗ͯ͢ཧϞσϧΛಋग़͢Δͷ͠ ͍ͨΊɺύϥϝʔλͷܾఆʹʮ࣮ݧʯʹΑΔܭଌ͕ඞཁ
ϑΟʔυόοΫ੍ޚͷಋೖΠϝʔδ • ੍ޚೖྗ: αʔόͷɺαʔόͷϝϞϦྔͳͲ • ੍ޚग़ྗ: ϨεϙϯελΠϜɺΤϥʔͳͲ • ੍ޚग़ྗΛࢹ͠ଓ͚ɺඪ͔Β֎ΕͨΒ੍ޚೖྗΛมߋ ͠ɺݩʹ͢Α͏ͳૢ࡞Λ͢Δ
• ੍ޚೖྗʹରͯ͠ୡؔΛద༻͠ɺ੍ޚग़ྗΛಘΔ • ୡؔͷಉఆͱνϡʔχϯάɺ࣮γεςϜͰԠΛΈΔ ඞཁ͕͋Δ
ຊ൪ڥΛյ͢ͷෆ҆
ຊ൪ʹ͍ۙڥΛ࡞Δٕज़Λൃୡͤ͞ ύϥϝʔλΛ͔࣮͑ͯݧΛ܁Γฦ͠ɺ ϞσϧΛߏங͢Δ Container, Serverless Architecture, Shadow Proxyɺ
ຊ൪ڥ ࣮ݧڥ ؍ଌγεςϜ ࣮ݧ ಈ࡞ԠϞσϧ ϑΟʔυόοΫ ੍ޚ
࣮ݧΛݩʹະདྷͷ؍ଌΛ͢Δ
Experimentable Infrastructure
5. ·ͱΊ
ͯͳγεςϜ
αʔϏεͷ ʮݸʯͱʮ࣌ؒʯʹରͯ͠ εέʔϧͤ͞ΔͨΊʹ
ղͱ࠶ߏஙʹΑΓRepairableʹߏங͞Ε ؍ଌͱ࣮ݧͷϧʔϓΛߴʹճ͠ͳ͕Β ࣗతʹಈ࡞͢ΔExprimentableͳγεςϜ
http://hatenacorp.jp/recruit/career/operation-engineer WebΦϖϨʔγϣϯΤϯδχΞੵۃืूத