$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Monitorel - Web API for Server Resource Graph
Search
Yuuki Tsubouchi (yuuk1)
July 13, 2013
Programming
1
4k
Monitorel - Web API for Server Resource Graph
RRDtool in the hell
Yuuki Tsubouchi (yuuk1)
July 13, 2013
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
260
SREはサイバネティクスの夢をみるか? / Do SREs Dream of Cybernetics?
yuukit
2
250
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
5.1k
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 Programming
See All in Programming
Denoのセキュリティに関する仕組みの紹介 (toranoana.deno #23)
uki00a
0
150
Combinatorial Interview Problems with Backtracking Solutions - From Imperative Procedural Programming to Declarative Functional Programming - Part 2
philipschwarz
PRO
0
110
JETLS.jl ─ A New Language Server for Julia
abap34
2
440
「コードは上から下へ読むのが一番」と思った時に、思い出してほしい話
panda728
PRO
39
26k
Spinner 軸ズレ現象を調べたらレンダリング深淵に飲まれた #レバテックMeetup
bengo4com
0
160
Tinkerbellから学ぶ、Podで DHCPをリッスンする手法
tomokon
0
140
これならできる!個人開発のすゝめ
tinykitten
PRO
0
130
Giselleで作るAI QAアシスタント 〜 Pull Requestレビューに継続的QAを
codenote
0
290
ゆくKotlin くるRust
exoego
1
150
リリース時」テストから「デイリー実行」へ!開発マネージャが取り組んだ、レガシー自動テストのモダン化戦略
goataka
0
140
AIエンジニアリングのご紹介 / Introduction to AI Engineering
rkaga
8
3.3k
LLM Çağında Backend Olmak: 10 Milyon Prompt'u Milisaniyede Sorgulamak
selcukusta
0
130
Featured
See All Featured
It's Worth the Effort
3n
187
29k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
0
1.8k
Bridging the Design Gap: How Collaborative Modelling removes blockers to flow between stakeholders and teams @FastFlow conf
baasie
0
400
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
akademiya2063
PRO
0
31
Building the Perfect Custom Keyboard
takai
1
660
The Pragmatic Product Professional
lauravandoore
37
7.1k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
12
980
Collaborative Software Design: How to facilitate domain modelling decisions
baasie
0
97
Kristin Tynski - Automating Marketing Tasks With AI
techseoconnect
PRO
0
110
Why You Should Never Use an ORM
jnunemaker
PRO
61
9.7k
Ethics towards AI in product and experience design
skipperchong
1
140
Conquering PDFs: document understanding beyond plain text
inesmontani
PRO
4
2.1k
Transcript
Monitorel Web API for server resource graph Kyoto.pm 5 Tech
Talk
HatenaJEZ@VVLJ Twitter!Z@VVL CPAN:66,* ͯͳΞϧόΠλʔ !γεςϜϓϥοτϑΥʔϜ෦ ʹ͓͍ͯ৽͘͠ 1FSMΛษڧ͠Α͏ͱ͢Δ ͖ͳϫΧϞϊ
Perl CPAN WebService::Qiita RRDTool::Rawish Plack::Middleware::GitStatus Net::Signalet vim-plugin unite-perl-module.vim perl-local-lib-path.vim
ἤΒΕΔKyoto.pm
ࠓͷ͓ αʔόϦιʔεՄࢹԽ ͭͬͨͭ͘ ( Monitorel ) αʔόϦιʔεΛάϥϑԽ͢ΔͨΊͷAPI
αʔόϦιʔε ҎԼͷΑ͏ʹ࣌ؒมԽ͢ΔͷΛɹɹɹɹɹ αʔόϦιʔεͱ͢Δ OS͔ΒͱΕΔͭ(load averageͱ͔CPU usage) ϛυϧΣΞ͔ΒͱΕΔͭ( MySQLͩͱ Connections, Qcache_hits,
Slow queries) 1ݸ1ݸͷΛϝτϦΫεͱ͢Δ ࣌ؒมԽ͠ͳ͍ͷΛϗετใͱ͢Δ IPΞυϨε, MACΞυϨε, ϚγϯεϖοΫͳͲ
αʔόϦιʔεՄࢹԽ Munin Cacti Zabbix Ganglia collectd etc...
Muninʢྫʣ
͚ࣾʹΧελϚΠζͨ͠Γ͢Δ ίʔυʹखΛೖΕΔͷ͕͍͠ɹ ʢ◦◦ݴޠͱ͔͞ΘΕͳ͍ʣɹɹɹɹɹ ʢόʔδϣϯΞοϓʹै͢Δͷ͕ ͍͠ʣ
ϑϧεΫϥον? http:/ /anond.hatelabo.jp/20120313004820
αʔόϦιʔεཧπʔϧߏཁૉ Server Server αʔόϦιʔε Λཧ͢ΔԿ͔ Web UI ϗετใཧ ͷͨΊͷDB Server
Server ϗετͷIPΞυϨε, MACΞυϨε, ϚγϯεϖοΫ, ϥοΫ൪߸ Graph image ϝτϦΫε
UIΛ͍͍ͨ͘͢͠ ϗετͷσʔλͷ࣋ͪํΛม͍͑ͨ ͚ͩͳͷʹ ϝτϦΫεͷऔಘɾอଘɾάϥϑԽͱ͔ ͷγεςϜ·Ͱ࡞Δͷͪΐͬͱ...
αʔόϦιʔεཧ͚ͩͬͯ͘ΕΔɹ ൚༻తͳπʔϧ ͕͋Ε͍͍ͷͰ
Monitorel Proof of Concept
Architecture Server Server Server ɾ ɾ ɾ Monitorel Web UI
HTTP request Graph image SNMP, HTTP, Telnet... DB (Hosts)
Architecture Server Server Server ɾ ɾ ɾ Monitorel API Job
Queue Web UI DB (Hosts) HTTP request Graph image Round Robin Database Graph image SNMP, HTTP, Telnet... rrd graph cron enqueue hosts list HTTP or SQL request enqueue job update metrics Monitorel
ࢥ αʔόϦιʔεऔಘɾอଘɾάϥϑԽ͚ͩΔ Web UIͱMonitorelHTTPͰ͠ΌΔ Web UIͷ࣮ݴޠͳΜͰΑ͍ Web UIʹؔ༩͠ͳ͍ ϗετใͷ࣋ͪํʹؔ༩͠ͳ͍ ϗετใΛཧ͢ΔDBϢʔβ͕ͭ͘Δ
Architecture Server Server Server ɾ ɾ ɾ Monitorel API Job
Queue Web UI DB (Servers) HTTP request Graph image Round Robin Database Graph image SNMP, HTTP, Telnet... rrd graph cron enqueue hosts list HTTP or SQL enqueue job update metrics Interface
Monitorel *OUFSGBDF Web UI - Monitorel API HTTPͰૄ݁߹ʹ͢Δ Applicationͷ࣮ݴޠRubyͰͳΜͰΑ͍ cron
enqueue - Job Queue DB(Hosts)Ͱཧ͞Ε͍ͯΔϗετͷɹ δϣϒΛQueueʹ͛Δ ఆظతʹcronͰ࣮ߦ HTTPͰδϣϒΛinsertͰ͖ΔΑ͏ʹ͍ͨ͠
Architecture Server Server Server ɾ ɾ ɾ Monitorel Web API
Job Queue Web UI DB (Hosts) HTTP request Graph image Round Robin Database Graph image SNMP, HTTP, Telnet... rrd graph cron enqueue hosts list HTTP or SQL enqueue job update metrics
Web API άϥϑͷϦΫΤετΛड͚͚ͯάϥϑը૾Λฦ͢ ͚ͩ ϦΫΤετύϥϝʔλʢͲͷϗετͷͲͷϝτϦ Ϋε͔, ظؒͳͲʣΛύʔε͢Δ Round Robin Databaseʹ͍߹Θͤͯάϥϑը૾
Խ
Architecture Server Server Server ɾ ɾ ɾ Web API Job
Queue Web UI DB (Servers) HTTP request Graph image Round Robin Database Graph image SNMP, HTTP, Telnet... rrd graph cron enqueue hosts list HTTP or SQL enqueue job update metrics
Job Queue ͳͥJob Queue ͔ ඞͣ͠Job QueueͰ͋Δඞཁͳ͍ αʔόʹର͢ΔωοτϫʔΫI/O͕ͪൃੜ͢Δ ͨΊɼඇಉظͰΓ͍ͨ Job
QueueΛͬͨେྔͷλεΫཧͷϊϋ ͕͋Δ ϚϧνϓϩηεͰৗற͢ΔσΟεύονϟͱҰॹʹ ͏ Parallel::PreforkͰ֤ϓϩηε͕ͦΕͧΕJobΛσΟ εύον SFGIUUQCMPHQPSHFOUSZ
Agent JobͷҰ෦ ϦϞʔταʔό͔ΒϝτϦΫεΛͱͬͯ͘Δͭ ରԠϛυϧΣΞɼϓϩτίϧ Apache, Nginx, MySQL, Munin, Latency, Plack,
Perlbal, Redis, SNMP, TheSchwartz ϓϥΨϒϧ Monitorel::Worker::Agent::Something SNMPHTTP, TelnetͰϝτϦΫεऔಘ
Architecture Server Server Server ɾ ɾ ɾ Web API Job
Queue Web UI DB (Servers) HTTP request Graph image Round Robin Database Graph image SNMP, HTTP, Telnet... rrd graph cron enqueue hosts list HTTP or SQL enqueue job update metrics
RRDtool
RRDTool RRD (Round Robin Database) ࣌ܥྻσʔλΛ֨ೲ͢ΔͨΊͷσʔλϑΥʔϚοτ อଘظؒΛݻఆͯ͠ݹ͍ࣺ͍ͯͯ͘ RRDtool RRDͷ࣮ʢσϑΝΫτελϯμʔυʣ RRDͷ࡞ɾߋ৽ɾࢀরػೳͱάϥϑԽػೳΛͭ
I/O͕ͨΒ͍(Β͍͠) େͷαʔόཧπʔϧͰΘΕ͍ͯΔ
CPAN Modules Web API Amon2 RRDTool Wrapper RRDTool::Rawish Job Queue
TheSchwartz or Qudo, Parallel::Prefork Agent IO::Socket::INET, Net::SNMP, Net::Telnet
Demo
TODO RRDtool͔Βͷ٫ʢRedisʣ ը૾Ͱͳ͘ϝτϦΫεΛJSONͰฦͯ͠JS Ͱάϥϑඳը AgentʹJVM, Solr, MongoDB, LVS,..., ͳͲՃ
Monitorel (POC) IUUQTHJUIVCDPNZVVLJ.POJUPSFM