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
AWS で実現した Mackerel 時系列データ1分粒度長期保存の裏側 / Mackerel...
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
astj
PRO
February 05, 2018
Technology
30k
6
Share
AWS で実現した Mackerel 時系列データ1分粒度長期保存の裏側 / Mackerel Meetup #11 Tokyo
2018/02/05
https://mackerelio.connpass.com/event/76678/
astj
PRO
February 05, 2018
More Decks by astj
See All by astj
ISUCON14公式反省会LT: 社内ISUCONの話
astj
PRO
0
490
Mackerel の時系列データベースにおける Redis Cluster の利用と Amazon ElastiCache への移行について / AWS Purpose-Built Databases Week
astj
PRO
3
6k
Mackerel のコンテナ監視の近況 / Mackerel Meetup #13
astj
PRO
1
2.6k
Observability: Mackerel による観測と Mackerel の観測 / NoOps Meetup Tokyo #8
astj
PRO
2
2.3k
サービス開発と健全なプロダクトメンテナンスを開発チームで持続的に取り組む / Developers Boost KANSAI
astj
PRO
1
1.5k
Mackerel and Stripe / Qiita x Stripe Meetup
astj
PRO
0
5.7k
Mackerel をオンプレミスから AWS に移してからの1年半を振り返る / Hatena Engineer Seminar #11
astj
PRO
0
1.3k
稼働中の Web サービスの perl のバージョンを上げていく
astj
PRO
0
7.5k
Perl 6 で Web Application Framework をつくる
astj
PRO
0
4.8k
Other Decks in Technology
See All in Technology
Tour of Agent Protocols: MCP, A2A, AG-UI, A2UI with ADK
meteatamel
0
200
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
11k
ブラックボックス化したMLシステムのVertex AI移行 / mlops_community_62
visional_engineering_and_design
1
280
Databricks Lakebaseを用いたAIエージェント連携
daiki_akimoto_nttd
0
150
推し活エージェント
yuntan_t
1
810
プロダクトを育てるように生成AIによる開発プロセスを育てよう
kakehashi
PRO
1
630
I ran an automated simulation of fake news spread using OpenClaw.
zzzzico
1
920
自分をひらくと次のチャレンジの敷居が下がる
sudoakiy
5
1.8k
GitHub Advanced Security × Defender for Cloudで開発とSecOpsのサイロを超える: コードとクラウドをつなぐ、開発プラットフォームのセキュリティ
yuriemori
1
130
パワポ作るマンをMCP Apps化してみた
iwamot
PRO
0
300
20260326_AIDD事例紹介_ULSC.pdf
findy_eventslides
0
530
仕様通り動くの先へ。Claude Codeで「使える」を検証する
gotalab555
6
2.1k
Featured
See All Featured
Producing Creativity
orderedlist
PRO
348
40k
The B2B funnel & how to create a winning content strategy
katarinadahlin
PRO
1
320
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
270
Color Theory Basics | Prateek | Gurzu
gurzu
0
280
The Language of Interfaces
destraynor
162
26k
How STYLIGHT went responsive
nonsquared
100
6k
A Modern Web Designer's Workflow
chriscoyier
698
190k
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
160
For a Future-Friendly Web
brad_frost
183
10k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
140
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.2k
How to Ace a Technical Interview
jacobian
281
24k
Transcript
"84Ͱ࣮ݱͨ͠.BDLFSFM ࣌ܥྻσʔλཻظอଘͷཪଆ .BDLFSFM.FFUVQ5PLZP JEBTUKʢגࣜձࣾͯͳʣ
w ͯͳΞϓϦέʔγϣϯΤϯδχΞ w ͯͳϒοΫϚʔΫͯͳϒϩάFUDʜ w डୗαʔϏε w .BDLFSFM d
w αʔόαΠυΤʔδΣϯτத৺ JEBTUK
w NBDLFSFMBHFOUTZTUFNEରԠ w NBDLFSFMQMVHJOBXT ͍͔ͭ͘ w -*/&5XJMJP࿈ܞ w "84Ҡߦ࣌ܥྻσʔλϕʔεͷ৽ w
࣌ܥྻσʔλཻظอଘ w ࢹϧʔϧͷૢ࡞Λ௨νϟϯωϧʹ௨ w ʜ JEBTUK
ຊͷ
w .BDLFSFM࣌ܥྻ%#ͷհ w ཻظอଘͷٕज़എܠ w αʔόϨεϛυϧΣΞͷߏஙࣄྫ w %ZOBNP%#4USFBNT -BNCEB w
ߴεϧʔϓοτ4ॻ͖ࠐΈ
લఏ
࣌ܥྻσʔλ
࣌ܥྻσʔλ hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 … …
࣌ܥྻσʔλϕʔε hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z
44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 … …
http://blog.yuuk.io/entry/the-rebuild-of-tsdb-on-cloud
None
NI NE IE #FGPSF E
NE NE IE E "GUFS
None
.BDLFSFMͷ ࣌ܥྻσʔλϕʔε
Ҡߦલ(SBQIJUF IUUQTHSBQIJUFBQQPSH
http://blog.yuuk.io/entry/high-performance-graphite
ҠߦޙEJBNPOE ίʔυωʔϜ
IUUQCMPHZVVLJPFOUSZUIFSFCVJMEPGUTECPODMPVE ࣌ܥྻσʔλϕʔεͱ͍͏֓೦ΛΫϥυͷٕͰ࠶ߏங͢Δ
IUUQJUDIZOZIBUFOBCMPHDPNFOUSZ 4FSWFSMFTTDPOG5PLZPͰʰαʔόϨεΞʔΩςΫνϟʹ ΑΔ࣌ܥྻσʔλϕʔεͷߏஙͱࢹʱͱ͍͏ൃද͖ͯ͠·ͨ͠
http://blog.yuuk.io/entry/the-rebuild-of-tsdb-on-cloud 3FEJT$MVTUFS &$
ίϯηϓτ w εέʔϧ͢ΔΞʔΩςΫνϟ w ϚωʔδυαʔϏεʹΑΔӡ༻লྗԽ w ΞΫηεಛੑʹԠͨ͡֊ܕσʔλετΞ w 3FEJT %ZOBNP%#
4
ετϨʔδ *0ίετ ϨΠςϯγ ༰ྔίετ 3FEJT ˕ ˕ ˚ %ZOBNP%# ˓
˓ ˓ 4 ˚ ˚ ˕ σʔλετϨʔδ
%ZOBNP%# w ϑϧϚωʔδυ/P42- w ҆ఆɾߴύϑΥʔϚϯεɾεέʔϥϏϦςΟ w खࠒͳίετ w σʔλ༰ྔɺεϧʔϓοτ w
ʢͱ͍͑අ༻ΛແࢹͰ͖ͳ͍ʣ
3FEJT $MVTUFS w ΠϯϝϞϦ,74 w *0ίετ͕ %ZOBNP%#ΑΓ खܰ w σʔλྔΛࡹͨ͘Ί3FEJT$MVTUFS
w ࠓͷͱ͜Ζ&$
4 w ,74తʹར༻ w ༰ྔίετඇৗʹ͑ΒΕΔ w ϨΠςϯγɾ*0ίετྼΔ w ॻ͖ࠐΈճΛݮΒ͍ͨ͠
w %ZOBNP%# w ϝΠϯ w 3FEJT w ߋ৽ϦΫΤετΛݮΒͨ͢ΊͷόοϑΝ w 4
w طଘͷอ࣋ظؒͰ ར༻͠ͳ͍ ֊ܕσʔλετΞ
NI NE IE ֊ܕσʔλετΞ %ZOBNP%# 3FEJT E
ཻͷظอଘ
w σʔλྔ͕େ͖͘ΒΉ ഒ w ݹ͍σʔλͷϨΠςϯγཁ݅গ͠؇͍ w ৽͍͠σʔλ΄Ͳසൟʹࢀর͞Εͳ͍ w ݹ͍σʔλͷ্ॻ͖ߋ৽ൃੜ͠ͳ͍
w ݹ͍σʔλΛ4ʹஔ w طଘͷอ࣋ظؒͷύϑΥʔϚϯεΛҡ࣋ w ॻ͖ࠐΈճΛݮΒ͢ ֊ܕσʔλετΞ
NE NE IE ֊ܕσʔλετΞ %ZOBNP%# 3FEJT 4
E
None
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU
%ZOBNP%#55-
%ZOBNP%#ͷΞΠςϜ͝ͱʹ༗ޮظݶ 55- Λࢦఆͯ͠ɺࣗಈతʹআͤ͞Δ
%ZOBNP%# hatena.mackerel.host1.cpu.user 2018/02/03 00:00~03:59 ExpireAt: 2018/02/04 05:00 2018/02/02 16:00~19:59 ExpireAt:
2018/02/03 21:00 hatena.mackerel.host1.cpu.user 2018/02/03 04:00~07:59 ExpireAt: 2018/02/04 09:00 hatena.mackerel.host1.cpu.user hatena.mackerel.host1.cpu.user 2018/02/02 20:00~23:59 ExpireAt: 2018/02/04 01:00
%ZOBNP%# hatena.mackerel.host1.cpu.user 2018/02/03 00:00~03:59 ExpireAt: 2018/02/04 05:00 hatena.mackerel.host1.cpu.user 2018/02/03 04:00~07:59
ExpireAt: 2018/02/04 09:00 hatena.mackerel.host1.cpu.user hatena.mackerel.host1.cpu.user 2018/02/02 20:00~23:59 ExpireAt: 2018/02/04 01:00
%ZOBNP%# hatena.mackerel.host1.cpu.user 2018/02/03 00:00~03:59 ExpireAt: 2018/02/04 05:00 hatena.mackerel.host1.cpu.user 2018/02/03 04:00~07:59
ExpireAt: 2018/02/04 09:00 hatena.mackerel.host1.cpu.user
hatena.mackerel.host1.cpu.user 2018/02/03 04:00~07:59 ExpireAt: 2018/02/04 09:00 hatena.mackerel.host1.cpu.user %ZOBNP%#
%ZOBNP%# hatena.mackerel.host1.cpu.user
%ZOBNP%#
ೳಈతͳૢ࡞ͳ͘%ZOBNP%#্ͷ ϨίʔυΛআͰ͖Δ
%ZOBNP%#4USFBNT
w %ZOBNP%#্ͷΞΠςϜߋ৽͕ Πϕϯτͱͯ͠ྲྀΕΔετϦʔϜ w ςʔϒϧͷσʔλมߋΛτϦΨʹ -BNCEBؔΛىಈͰ͖Δ w ϖΠϩʔυʹมߋલޙͷΞΠςϜ༰Λ ؚΊΔ͜ͱ͕Ͱ͖Δ
%ZOBNP%# 4USFBN -BNCEB ৽نΞΠςϜՃ طଘΞΠςϜߋ৽ ΞΠςϜআ
EJBNPOEFYQPSUFS %ZOBNP%#55- %ZOBNP%#4USFBNT
w 55-ʹ౸ୡͨ͠ΞΠςϜͷআ࣌ʹ ΞΠςϜͷ༰Λͯ͠-BNCEBؔΛ ىಈ w -BNCEBؔͰ4ʹॻ͖ग़͠
͜ͷΞΠςϜ͕55-ʹ౸ୡͯ͠ আ͞Ε·ͨ͠ hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 …
… hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 … …
hatena.mackerel.host1.cpu.user 2018/02/01T21:15:00Z 44.00 2018/02/01T21:16:00Z 6.00 2018/02/05T21:17:00Z 8.00 … …
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w ϝτϦοΫ͝ͱO࣌ؒ͝ͱʹΞΠςϜ w %ZOBNP%#ͷΞΠςϜʹ55-Λઃఆ
w 55-ܦաʹΑΓΞΠςϜআ w ΞΠςϜআΠϕϯτ͕4USFBNʹ௨ w 4USFBN͔Β-BNCEBؔىಈ w -BNCEB͕ؔΞΠςϜΛ4ʹॻࠐ
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w 55-༩Ҏ֎ͷ ೳಈతͳૢ࡞͕ෆཁ w
-BNCEBͷࣦഊ࣌ϦτϥΠࣗಈ w 4USFBNҎ֎ʹঢ়ଶΛ࣋ͨͳ͍ w %ZOBNP%#ΞΠςϜ4Φϒ δΣΫτ
4 EJBNPOE"11 NBDLFSFM"11 (FU0CKFDU )551 )551
γϯϓϧ
"84ͷΞοϓσʔτʹΑ࣮ͬͯݱ
ͷ%ZOBNP%#Ξοϓσʔτ w 55-d w "VUP4DBMF %"9d w 71$&OEQPJOUd w (MPCBM5BCMFT
ΦϯσϚϯυόοΫΞοϓd
4ͷߴසॻ͖ࠐΈ
w 4ͷߴසॻ͖ࠐΈΛߦ͏߹ରԠ͕ඞཁ w ෦γϟʔσΟϯάରԠͷͨΊͷQSFpY༩ w ٸܹͳ૿Ճͷ߹ "84αϙʔτܦ༝Ͱͷ ࣄલରԠґཔ
Amazon S3 όέοτͷϫʔΫϩʔυ͕ຖඵ 100 ճͷ PUT/LIST/DELETE ϦΫΤετ·ͨຖඵ 300 ճͷ GET
ϦΫΤετΛසൟʹ͑Δ߹ ɺ࠷ߴͷύϑΥʔϚϯεͱεέʔϥϏϦςΟ Λ֬อ͢ΔͨΊɺ͜ͷτϐοΫͷΨΠυϥΠϯ ʹै͍ͬͯͩ͘͞ɻ ϦΫΤετ͓ΑͼϦΫΤετύϑΥʔϚϯεʹؔ͢Δཹҙࣄ߲ https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/request- rate-perf-considerations.html
EJBNPOEͰ4ͷॻ͖ࠐΈίϯελϯτʹൃੜ SQT༏ʹ͑Δ
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w ϝτϦοΫ͝ͱO࣌ؒ͝ͱʹΞΠςϜ w %ZOBNP%#ͷΞΠςϜʹ55-Λઃఆ
w 55-ܦաʹΑΓΞΠςϜআ w ΞΠςϜআΠϕϯτ͕4USFBNʹ௨ w 4USFBN͔Β-BNCEBؔىಈ w -BNCEB͕ؔΞΠςϜΛ4ʹॻࠐ ࠶ܝ
55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w 55-༩Ҏ֎ͷ ೳಈతͳૢ࡞͕ෆཁ w
-BNCEBͷࣦഊ࣌ϦτϥΠࣗಈ w %ZOBNP%#ͷΞΠςϜ4Φϒ δΣΫτ ࠶ܝ
ϦΫΤετ͓ΑͼϦΫΤετύϑΥʔϚϯεʹؔ͢Δཹҙࣄ߲ https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/request- rate-perf-considerations.html
w ΦϒδΣΫτ໊ઌ಄ʹ.%ϋογϡͷ༩ w ॻ͖ࠐΈ։࢝લʹαϙʔτʹରԠΛґཔ w Φʔμʔͷ͕ͪ࣌ؒൃੜ͢Δ
աͳϖʔεͰͷߋ৽)551YYΤϥʔ͕ ൃੜ͢ΔʢΒ͍͠ʣ ϞχλϦϯάʂ
"844ͷϞχλϦϯά
w 4ͷඪ४$MPVE8BUDI.FUSJDTݶఆత w όέοτͷ࣍ͷετϨʔδϝτϦΫε w ϦΫΤετͷੳͰ͖ͳ͍ w ΦϓγϣϯͰϦΫΤετͷϞχλϦϯάՄೳ w 4όέοτͷઃఆͰ༗ޮʹͰ͖Δ
https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/ cloudwatch-monitoring.html
None
$MPVE8BUDI.BDLFSFM
mackerel-plugin-aws-s3-requests [plugin.metrics.diamond-s3] command = "/path/to/mackerel-plugin-aws-s3-requests --bucket- name=XXX --region=ap-northeast-1 --filter-id YYY"
ެࣜϓϥάΠϯͱͯ͠ϦϦʔε༧ఆ ͖ͬͱࠓिதʹʜ
None
w (FU 1VUͦΕͧΕͷϦΫΤετ w ظతͳόʔετɺظతͳτϨϯυ w YYΤϥʔͷ ࢹϧʔϧ
͓ΘΓʹ
w ࣌ܥྻσʔλཻظอଘͷ෦࣮ w ߴස4ॻ͖ࠐΈ w ཹҙࣄ߲ϞχλϦϯά
༗Γ͏͍͟͝·ͨ͠ʂ