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
ヘビーなGraphite運用
Search
Yuuki Tsubouchi (yuuk1)
June 12, 2014
Technology
5
290k
ヘビーなGraphite運用
Monitoring Casual Talks #6
Yuuki Tsubouchi (yuuk1)
June 12, 2014
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
1.9k
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
850
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
850
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 Technology
See All in Technology
アジャイル社内普及ご近所さんマップを作ろう / Let's create an agile neighborhood map
psj59129
1
140
今すぐGoogle Antigravityを触りましょう
rfdnxbro
0
140
都市スケールAR制作で気をつけること
segur
0
190
巨大モノリスのリプレイス──機能整理とハイブリッドアーキテクチャで挑んだ再構築戦略
zozotech
PRO
0
270
OSだってコンテナしたい❗Image Modeが切り拓くLinux OS運用の新時代
tsukaman
0
130
Progressive Deliveryで支える!スケールする衛星コンステレーションの地上システム運用 / Ground Station Operation for Scalable Satellite Constellation by Progressive Delivery
iselegant
1
210
持続可能なアクセシビリティ開発
azukiazusa1
6
310
PostgreSQL で列データ”ファイル”を利用する ~Arrow/Parquet を統合したデータベースの作成~
kaigai
0
160
Tomcatが起動しない!?SecureRandomと乱数デバイスの罠
fujikawa8
1
110
【M3】攻めのセキュリティの実践!プロアクティブなセキュリティ対策の実践事例
axelmizu
0
180
信頼性が求められる業務のAIAgentのアーキテクチャ設計の勘所と課題
miyatakoji
0
120
新しい風。SolidFlutterで実現するシンプルな状態管理
zozotech
PRO
0
130
Featured
See All Featured
How GitHub (no longer) Works
holman
315
140k
Building an army of robots
kneath
306
46k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
10
680
Statistics for Hackers
jakevdp
799
230k
Fashionably flexible responsive web design (full day workshop)
malarkey
407
66k
Designing for humans not robots
tammielis
254
26k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
jQuery: Nuts, Bolts and Bling
dougneiner
65
8k
KATA
mclloyd
PRO
32
15k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
37
2.6k
A Modern Web Designer's Workflow
chriscoyier
697
190k
The Invisible Side of Design
smashingmag
302
51k
Transcript
ϔϏʔͳ Graphite ӡ༻ id:y_uuki Monitoring Casual Talks #6
@y_uuk1 id:y_uuki ӡ༻
Graphite
Graphite Data Flow Graphite Webapp Carbon Whisper Collector TCP HTTP
metrics Graph JSON Store Get Graphite
carbon-cache • 1ϓϩηε/2εϨου • ίωΫγϣϯϋϯυϦϯάεϨου • ॻ͖ࠐΈεϨου • carbon-relay: carbon-cache
ͷલஈ • (carbon-aggregator)
whisper • RRDtool ͱ΄΅ಉ͡σʔλߏ • 1ϑΝΠϧ1ϝτϦοΫ (xxxhost ͷ loadavg) •
ಠࣗܗࣜͷϑΝΠϧΛ࡞Δ python ϥΠϒϥϦ
graphite-web • Web ΞϓϦέʔγϣϯαʔό • ศརάϥϑURLه๏ (ը૾ or json) •
Python Django • ApacheඞਢͰͳ͍ (uwsgi, gunicorn) • ͍ͩ͞μογϡϘʔυ
app ॳظߏ XSJUFSFRVFTU QMBJOUFYUQSPUPDPM SFBESFRVFTU )551 carbon-cache graphite-web whisper
app LVS carbon-relay LVS carbon-relay carbon-cache graphite-web carbon-cache graphite-web SFQMJDBUJPO
XSJUFSFRVFTU QMBJOUFYUQSPUPDPM SFBESFRVFTU )551 whisper whisper XSJUFSFRVFTU QJDLFQSPUPDPM Խ DBSCPOSFMBZ
όοΫΞοϓ app LVS carbon-relay LVS carbon-relay carbon- cache graphite- web
master whisper carbon- cache graphite- web master whisper carbon- cache graphite- web backup whisper
carbon-cache ͕CPUͰ٧·Δ
multiple carbon-cache app LVS LVS carbon-relay carbon-relay carbon- cache graphite-web
tsdb-master carbon- cache carbon- cache carbon- cache carbon- relay carbon- cache graphite-web tsdb-master carbon- cache carbon- cache carbon- cache carbon- relay carbon- cache graphite-web tsdb-backup carbon- cache carbon- cache carbon- cache carbon- relay DPOTJTUFOU IBTIJOH
carbon-relay ͕CPUͰ٧·Δ
! ! tsdb-relay-lb app LVS LVS carbon-relay carbon-relay carbon- relay
LVS LVS carbon- relay carbon- relay carbon- relay carbon- cache graphite-web master carbon- cache carbon- cache carbon- cache carbon- cache graphite-web master carbon- cache carbon- cache carbon- cache carbon- cache graphite-web backup carbon- cache carbon- cache carbon- cache carbon- relay
10k scale Write IOPS ioDrive CPUϘτϧωοΫ
ύϥϝʔλνϡʔχϯά
carbon-cache MAX_CACHE_SIZE = inf MAX_UPDATES_PER_SECOND = inf MAX_UPDATES_PER_SECOND_ON_SHUTDOWN = inf
MAX_CREATES_PER_MINUTE = inf CACHE_WRITE_STRATEGY = naive
carbon-cache MAX_CACHE_SIZE = MAX_UPDATES_PER_SECOND = MAX_UPDATES_PER_SECOND_ON_SHUTDOWN = MAX_CREATES_PER_MINUTE = CACHE_WRITE_STRATEGY
= $16͞ΔͷͰ ͳʹΒͤͳ͍
σʔλͷҰ؏ੑ
DRBD
app %3#% XSJUFSFRVFTU QMBJOUFYUQSPUPDPM SFBESFRVFTU )551 carbon-cache graphite-web primary whisper
carbon-cache graphite-web secondary whisper
ఆظతͳόοΫΞοϓ • Ұ؏ੑͪΌΜͱ͢ΔͳΒߋ৽ΛͱΊΔΈ͕ ผ్ඞཁ (stop slave IO_THREAD;ͱ͔ͳ͍) • ߋ৽ͱΊͯΔؒʹ rsync
/ nc • ϝοηʔδΩϡʔతͳͷʹஷΊ͜Ή • ΦϯϥΠϯͰόοΫΞοϓͨ͠ͱͯ͠Ұఆظ ؒޙwhisper͕aggregate͢Δ
ͦͷଞ • ҙ֎ͱηοτΞοϓ໘ • தಁ͚ͯΔʢPythonʣ • whisper ͷσʔλߏI/Oޮѱ͍ • MySQL
ͱ͔͑Δ͚ͲϢʔβใͱ͔͍ΕΔ ͚ͩ
ȦȀȀ✣Ǐ
https://mackerel.io “৽͍͠ΞϓϦέʔγϣϯύϑΥʔϚϯε Ϛωδϝϯτ”
None
ϞχλϦϯά͕͖ͳΤϯδχΞΛ ืू͓ͯ͠Γ·͢