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
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
560
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
5.7k
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
7.6k
Perl 6 で Web Application Framework をつくる
astj
PRO
0
4.8k
Other Decks in Technology
See All in Technology
【CEDEC2026】『GRANBLUE FANTASY: Relink - Endless Ragnarok』のバトル制作事例 ~最高のキャラゲーを目指して~
cygames
PRO
0
240
SO-101×VLAによる3色キューブのピック&プレース
abeja
0
180
【5分でわかる】セーフィー エンジニア向け会社紹介
safie_recruit
0
53k
【CEDEC2026】ゲームシナリオライターを支援するAIツール開発の実践 ― 設計とプロンプトの工夫 ―
cygames
PRO
1
790
AWS ネットワーク構築でハマった(ハマりかけた) 5選とそこから得た教訓
nagisa53
4
200
[しろおび夏祭り2026] チャットするAIから、作業するAIへ - 使われ方の変化と、その裏側で起きていること
kk0n
0
1.7k
【CEDEC2026】グラフィックスエンジニアのためのニューラルシェーディング入門
cygames
PRO
0
140
SmartHR Engineering Team Deck
smarthr
1
1.8k
名刺メーカーDevグループ 紹介資料
sansan33
PRO
0
1.2k
Cursor Meetup Sapporo - Cursor物語 続編
cocacola917
0
150
Data Hubグループ 紹介資料
sansan33
PRO
0
3.2k
MIRU 2026 チュートリアル
keisuke198619
0
880
Featured
See All Featured
AI: The stuff that nobody shows you
jnunemaker
PRO
9
900
What does AI have to do with Human Rights?
axbom
PRO
1
2.3k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
28
3.6k
A Modern Web Designer's Workflow
chriscoyier
698
190k
Designing for Performance
lara
611
70k
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
380
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
630
Sam Torres - BigQuery for SEOs
techseoconnect
PRO
0
460
Typedesign – Prime Four
hannesfritz
42
3.1k
Between Models and Reality
mayunak
4
390
Visual Storytelling: How to be a Superhuman Communicator
reverentgeek
2
610
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
sarafernandez
0
240
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