Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
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
31k
6
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
590
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
6.1k
Mackerel のコンテナ監視の近況 / Mackerel Meetup #13
astj
PRO
1
2.7k
Observability: Mackerel による観測と Mackerel の観測 / NoOps Meetup Tokyo #8
astj
PRO
2
2.4k
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
1.6k
Mackerel and Stripe / Qiita x Stripe Meetup
astj
PRO
0
5.8k
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
7.6k
Perl 6 で Web Application Framework をつくる
astj
PRO
0
4.9k
Other Decks in Technology
See All in Technology
使いこなすために知っておきたい Azure SRE Agent アンチパターン
torumakabe
2
330
『GOエコノミー 』(相乗りサービス) におけるスペック駆動開発
mot_techtalk
1
310
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
16
120k
[2026 Oracle Technical Deep Dive] VMwareワークロードのOCI移行実践ガイド - OCVSでの継続利用からOCIコンピュートへの移行まで (2026年9月17日開催)
oracle4engineer
PRO
0
120
freeeらしさをAIとともに作る / Creating the freee Experience with AI
ymrl
0
200
Codex概要
ymiya55
0
390
FinTech 1-2 : Overview of FinTech
ks91
PRO
0
150
Snowflake Horizon Catalog と Apache Iceberg で作る オープンなデータ基盤
kitagawaz
0
440
[2026-09-30]ロックンロールは鳴り止まないっ - 信頼性かまってちゃん - 「データ駆動を投げ捨ててまで。」追いかける信頼性改善に向けた取り組みの話
tosite
0
200
大阪オフィスに Unitree Go2 がやってきたので Physical AI やってみた
dafujii
0
300
IoTデバイスを繋げるプロトコルMatterをAndroidで使用する方法
harutiro
0
120
転んだ話が背中を預ける理由になる / A_story_about_falling_down_gives_you_a_reason_to_watch_each_other_s_backs.pdf
pauli
3
210
Featured
See All Featured
SEO for Brand Visibility & Recognition
aleyda
0
4.8k
A better future with KSS
kneath
240
18k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
232
55k
Deep Space Network (abreviated)
tonyrice
0
350
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
480
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
3k
Principles of Awesome APIs and How to Build Them.
keavy
128
18k
Leo the Paperboy
mayatellez
10
2.3k
Bootstrapping a Software Product
garrettdimon
PRO
306
120k
Stop Working from a Prison Cell
hatefulcrawdad
274
21k
Digital Projects Gone Horribly Wrong (And the UX Pros Who Still Save the Day) - Dean Schuster
uxyall
1
3.2k
Making Projects Easy
brettharned
120
6.8k
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