$30 off During Our Annual Pro Sale. View Details »
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)
SREのためのテレメトリー技術の探究 / Telemetry for SRE
yuukit
12
2k
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
890
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
860
とあるSREの博士「過程」 / A Certain SRE’s Ph.D. Journey
yuukit
11
4.9k
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
1.5k
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
290
博士学位論文予備審査 / Scaling Telemetry Workloads in Cloud Applications: Techniques for Instrumentation, Storage, and Mining
yuukit
1
2.2k
MetricSifter:クラウドアプリケーションにおける故障箇所特定の効率化のための多変量時系列データの特徴量削減 / FIT 2024
yuukit
2
330
Other Decks in Research
See All in Research
財務諸表監査のための逐次検定
masakat0
0
200
【輪講資料】Moshi: a speech-text foundation model for real-time dialogue
hpprc
3
800
Time to Cash: The Full Stack Breakdown of Modern ATM Attacks
ratatata
0
170
大学見本市2025 JSTさきがけ事業セミナー「顔の見えないセンシング技術:多様なセンサにもとづく個人情報に配慮した人物状態推定」
miso2024
0
180
心理言語学の視点から再考する言語モデルの学習過程
chemical_tree
2
690
単施設でできる臨床研究の考え方
shuntaros
0
3.2k
令和最新技術で伝統掲示板を再構築: HonoX で作る型安全なスレッドフロート型掲示板 / かろっく@calloc134 - Hono Conference 2025
calloc134
0
430
Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
satai
3
120
ウェブ・ソーシャルメディア論文読み会 第31回: The rising entropy of English in the attention economy. (Commun Psychology, 2024)
hkefka385
1
120
2025/7/5 応用音響研究会招待講演@北海道大学
takuma_okamoto
1
230
Sat2City:3D City Generation from A Single Satellite Image with Cascaded Latent Diffusion
satai
4
270
Open Gateway 5GC利用への期待と不安
stellarcraft
2
160
Featured
See All Featured
Git: the NoSQL Database
bkeepers
PRO
432
66k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
34
2.3k
Unsuck your backbone
ammeep
671
58k
Code Reviewing Like a Champion
maltzj
527
40k
Building Flexible Design Systems
yeseniaperezcruz
329
39k
Rails Girls Zürich Keynote
gr2m
95
14k
How STYLIGHT went responsive
nonsquared
100
5.9k
GraphQLの誤解/rethinking-graphql
sonatard
73
11k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
1.8k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
35
3.2k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
9
990
Java REST API Framework Comparison - PWX 2021
mraible
34
9k
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