$30 off During Our Annual Pro Sale. View Details »

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

astj
PRO
February 05, 2018
Technology
6
26k

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
Tweet

More Decks by astj

See All by astj
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
4.5k
Mackerel のコンテナ監視の近況 / Mackerel Meetup #13
astj
PRO
1
1.3k
Observability: Mackerel による観測と Mackerel の観測 / NoOps Meetup Tokyo #8
astj
PRO
2
1.4k
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
890
Mackerel and Stripe / Qiita x Stripe Meetup
astj
PRO
0
4.6k
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
760
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
6.6k
Perl 6 で Web Application Framework をつくる
astj
PRO
0
3.8k

Other Decks in Technology

See All in Technology
Code_Graphology_Thomas_Roccia_ComfyCon_.pdf
fr0gger
0
110
Verrazzano 概要 / Verrazzano overview
oracle4engineer
PRO
0
410
Small Tips to use Bun with WebSocket Server and WebAssembly Modules
mganeko
0
3.2k
Reading "Interpretable Personalized Experimentation"
tatsuyashirakawa
0
140
DevOps実装初期フェーズの組織がTerraformとecspressoで求めるAmazon ECS CICDの最適解/AWS ECS CICD with Terraform and ecspresso
tocyuki
8
1.1k
エムスリーデジスマ診療チーム紹介資料 / Introduction of M3 DigiKar Smart Development Team
m3_engineering
1
240
謎は全て解けた！安楽椅子探偵に捧げる AWS ネットワーク分析入門 #CNDT2022 / CloudNative Days Tokyo 2022
ytaka23
0
490
デザインシステムにフロントエンドのプラクティスを詰め込んで再配布する
sakito
5
4.5k
OracleのCloud Native 戦略／ソリューションの特徴 / oracle-cloud-native-strategy-overview
oracle4engineer
PRO
1
190
電子証明書でデバイス認証を強化せよ
matsujirushi
0
120
ユーザー数100万人規模の事業成長を止めずに、レガシーコードと戦う / JJUG CCC 2022 Fall
visional_engineering_and_design
2
290
マイクロサービスとk8sにおける責任境界設計とリソース管理
pospome
0
230

Featured

See All Featured
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
499
130k
A Tale of Four Properties
chriscoyier
149
21k
Statistics for Hackers
jakevdp
782
210k
Java REST API Framework Comparison - PWX 2021
mraible
PRO
13
5.2k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
270
12k
Build your cross-platform service in a week with App Engine
jlugia
221
17k
Optimizing for Happiness
mojombo
364
64k
Making Projects Easy
brettharned
101
4.7k
VelocityConf: Rendering Performance Case Studies
addyosmani
317
22k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
152
13k
Side Projects
sachag
451
37k
Building Adaptive Systems
keathley
25
1.3k

Transcript

  1. "84Ͱ࣮ݱͨ͠.BDLFSFM ࣌ܥྻσʔλ෼ཻ౓௕ظอଘͷཪଆ  .BDLFSFM.FFUVQ5PLZP JEBTUKʢגࣜձࣾ͸ͯͳʣ

  2. w ͸ͯͳΞϓϦέʔγϣϯΤϯδχΞ w ͸ͯͳϒοΫϚʔΫ͸ͯͳϒϩάFUDʜ w डୗαʔϏε w .BDLFSFM d 

    w αʔόαΠυΤʔδΣϯτத৺ JEBTUK

  3. w NBDLFSFMBHFOUTZTUFNEରԠ w NBDLFSFMQMVHJOBXT ͍͔ͭ͘ w -*/&5XJMJP࿈ܞ w "84Ҡߦ࣌ܥྻσʔλϕʔεͷ࡮৽ w

    ࣌ܥྻσʔλ෼ཻ౓௕ظอଘ w ؂ࢹϧʔϧͷૢ࡞Λ௨஌νϟϯωϧʹ௨஌ w ʜ JEBTUK

  4. ຊ೔ͷ࿩୊

  5. w .BDLFSFM࣌ܥྻ%#ͷ঺հ w ෼ཻ౓௕ظอଘͷٕज़എܠ w αʔόϨεϛυϧ΢ΣΞͷߏஙࣄྫ w %ZOBNP%#4USFBNT -BNCEB w

    ߴεϧʔϓοτ4ॻ͖ࠐΈ

  6. લఏ

  7. ࣌ܥྻσʔλ

  8. ࣌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 … …

  9. ࣌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 … …

  10. http://blog.yuuk.io/entry/the-rebuild-of-tsdb-on-cloud

  11. None

  12. NI NE IE   #FGPSF E

  13. NE NE IE E   "GUFS

  14. None

  15. .BDLFSFMͷ ࣌ܥྻσʔλϕʔε

  16. Ҡߦલ(SBQIJUF IUUQTHSBQIJUFBQQPSH

  17. http://blog.yuuk.io/entry/high-performance-graphite

  18. ҠߦޙEJBNPOE ಺੡ίʔυωʔϜ

  19. IUUQCMPHZVVLJPFOUSZUIFSFCVJMEPGUTECPODMPVE ࣌ܥྻσʔλϕʔεͱ͍͏֓೦ΛΫϥ΢υͷٕͰ࠶ߏங͢Δ

  20. IUUQJUDIZOZIBUFOBCMPHDPNFOUSZ 4FSWFSMFTTDPOG5PLZPͰʰαʔόϨεΞʔΩςΫνϟʹ ΑΔ࣌ܥྻσʔλϕʔεͷߏஙͱ؂ࢹʱͱ͍͏ൃද͖ͯ͠·ͨ͠

  21. http://blog.yuuk.io/entry/the-rebuild-of-tsdb-on-cloud 3FEJT$MVTUFS &$

  22. ίϯηϓτ w εέʔϧ͢ΔΞʔΩςΫνϟ w ϚωʔδυαʔϏεʹΑΔӡ༻লྗԽ w ΞΫηεಛੑʹԠͨ͡֊૚ܕσʔλετΞ w 3FEJT %ZOBNP%#

    4

  23. ετϨʔδ *0ίετ ϨΠςϯγ ༰ྔίετ 3FEJT ˕ ˕ ˚ %ZOBNP%# ˓

    ˓ ˓ 4 ˚ ˚ ˕ σʔλετϨʔδ

  24. %ZOBNP%# w ϑϧϚωʔδυ/P42- w ҆ఆɾߴύϑΥʔϚϯεɾεέʔϥϏϦςΟ w खࠒͳίετ w σʔλ༰ྔɺεϧʔϓοτ w

    ʢͱ͸͍͑අ༻Λແࢹ͸Ͱ͖ͳ͍ʣ

  25. 3FEJT $MVTUFS w ΠϯϝϞϦ,74 w *0ίετ͕ %ZOBNP%#ΑΓ खܰ w σʔλྔΛࡹͨ͘Ί3FEJT$MVTUFS

    w ࠓͷͱ͜Ζ&$

  26. 4 w ,74తʹར༻ w ༰ྔίετ͸ඇৗʹ཈͑ΒΕΔ w ϨΠςϯγɾ*0ίετ͸ྼΔ w ॻ͖ࠐΈճ਺ΛݮΒ͍ͨ͠

  27. w %ZOBNP%# w ϝΠϯ w 3FEJT w ߋ৽ϦΫΤετΛݮΒͨ͢ΊͷόοϑΝ w 4

    w طଘͷอ࣋ظؒͰ͸ ར༻͠ͳ͍ ֊૚ܕσʔλετΞ 

  28. NI NE IE   ֊૚ܕσʔλετΞ  %ZOBNP%# 3FEJT E

  29. ෼ཻ౓ͷ௕ظอଘ

  30. w σʔλྔ͕େ͖͘๲ΒΉ ഒ  w ݹ͍σʔλͷϨΠςϯγཁ݅͸গ͠؇͍ w ৽͍͠σʔλ΄Ͳසൟʹ͸ࢀর͞Εͳ͍ w ݹ͍σʔλͷ্ॻ͖ߋ৽͸ൃੜ͠ͳ͍

  31. w ݹ͍σʔλΛ4ʹ഑ஔ w طଘͷอ࣋ظؒͷύϑΥʔϚϯεΛҡ࣋ w ॻ͖ࠐΈճ਺ΛݮΒ͢ ֊૚ܕσʔλετΞ 

  32. NE NE IE   ֊૚ܕσʔλετΞ  %ZOBNP%# 3FEJT 4

    E
  33. None

  34. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU

  35. %ZOBNP%#55-

  36. %ZOBNP%#ͷΞΠςϜ͝ͱʹ༗ޮظݶ 55- Λࢦఆͯ͠ɺࣗಈతʹ࡟আͤ͞Δ

  37. %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

  38. %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

  39. %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

  40. hatena.mackerel.host1.cpu.user 2018/02/03 04:00~07:59 ExpireAt: 2018/02/04 09:00 hatena.mackerel.host1.cpu.user %ZOBNP%#

  41. %ZOBNP%# hatena.mackerel.host1.cpu.user

  42. %ZOBNP%#

  43. ೳಈతͳૢ࡞ͳ͘%ZOBNP%#্ͷ ϨίʔυΛ࡟আͰ͖Δ

  44. %ZOBNP%#4USFBNT

  45. w %ZOBNP%#্ͷΞΠςϜߋ৽͕
 Πϕϯτͱͯ͠ྲྀΕΔετϦʔϜ w ςʔϒϧͷσʔλมߋΛτϦΨʹ
 -BNCEBؔ਺ΛىಈͰ͖Δ w ϖΠϩʔυʹมߋલޙͷΞΠςϜ಺༰Λ
 ؚΊΔ͜ͱ͕Ͱ͖Δ

  46. %ZOBNP%# 4USFBN -BNCEB ৽نΞΠςϜ௥Ճ طଘΞΠςϜߋ৽ ΞΠςϜ࡟আ

  47. EJBNPOEFYQPSUFS %ZOBNP%#55-  %ZOBNP%#4USFBNT

  48. w 55-ʹ౸ୡͨ͠ΞΠςϜͷ࡟আ࣌ʹ
 ΞΠςϜͷ಺༰Λ౉ͯ͠-BNCEBؔ਺Λ ىಈ w -BNCEBؔ਺Ͱ4ʹॻ͖ग़͠

  49. ͜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 … …

  50. 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 … …

  51. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU

  52. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w ϝτϦοΫ͝ͱO࣌ؒ͝ͱʹΞΠςϜ w %ZOBNP%#ͷΞΠςϜʹ55-Λઃఆ

    w 55-ܦաʹΑΓΞΠςϜ࡟আ w ΞΠςϜ࡟আΠϕϯτ͕4USFBNʹ௨஌ w 4USFBN͔Β-BNCEBؔ਺ىಈ w -BNCEBؔ਺͕ΞΠςϜΛ4ʹॻࠐ

  53. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w 55-෇༩Ҏ֎ͷ ೳಈతͳૢ࡞͕ෆཁ w

    -BNCEBͷࣦഊ࣌ϦτϥΠ΋ࣗಈ w 4USFBNҎ֎ʹঢ়ଶΛ࣋ͨͳ͍ w %ZOBNP%#ΞΠςϜ4Φϒ δΣΫτ

  54. 4 EJBNPOE"11 NBDLFSFM"11 (FU0CKFDU )551 )551

  55. γϯϓϧ

  56. "84ͷΞοϓσʔτʹΑ࣮ͬͯݱ

  57. ೥ͷ%ZOBNP%#Ξοϓσʔτ w 55-d w "VUP4DBMF %"9d w 71$&OEQPJOUd w (MPCBM5BCMFT

    ΦϯσϚϯυόοΫΞοϓd

  58. 4΁ͷߴස౓ॻ͖ࠐΈ

  59. w 4΁ͷߴස౓ॻ͖ࠐΈΛߦ͏৔߹͸ରԠ͕ඞཁ w ಺෦γϟʔσΟϯάରԠͷͨΊͷQSFpY෇༩ w ٸܹͳ૿Ճͷ৔߹͸ "84αϙʔτܦ༝Ͱͷ
 ࣄલରԠґཔ

  60. Amazon S3 όέοτͷϫʔΫϩʔυ͕ຖඵ 100 ճͷ PUT/LIST/DELETE ϦΫΤετ·ͨ͸ຖඵ 300 ճͷ GET

    ϦΫΤετΛසൟʹ௒͑Δ৔߹ ͸ɺ࠷ߴͷύϑΥʔϚϯεͱεέʔϥϏϦςΟ Λ֬อ͢ΔͨΊɺ͜ͷτϐοΫͷΨΠυϥΠϯ ʹै͍ͬͯͩ͘͞ɻ ϦΫΤετ཰͓ΑͼϦΫΤετύϑΥʔϚϯεʹؔ͢Δཹҙࣄ߲ https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/request- rate-perf-considerations.html

  61. EJBNPOEͰ4΁ͷॻ͖ࠐΈ͸ίϯελϯτʹൃੜ SQT͸༏ʹ௒͑Δ

  62. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w ϝτϦοΫ͝ͱO࣌ؒ͝ͱʹΞΠςϜ w %ZOBNP%#ͷΞΠςϜʹ55-Λઃఆ

    w 55-ܦաʹΑΓΞΠςϜ࡟আ w ΞΠςϜ࡟আΠϕϯτ͕4USFBNʹ௨஌ w 4USFBN͔Β-BNCEBؔ਺ىಈ w -BNCEBؔ਺͕ΞΠςϜΛ4ʹॻࠐ ࠶ܝ

  63. 55-&YQJSF %ZOBNP%# %%#4USFBN -BNCEB 4 1VU0CKFDU w 55-෇༩Ҏ֎ͷ ೳಈతͳૢ࡞͕ෆཁ w

    -BNCEBͷࣦഊ࣌ϦτϥΠ΋ࣗಈ w %ZOBNP%#ͷΞΠςϜ4Φϒ δΣΫτ ࠶ܝ

  64. ϦΫΤετ཰͓ΑͼϦΫΤετύϑΥʔϚϯεʹؔ͢Δཹҙࣄ߲ https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/request- rate-perf-considerations.html

  65. w ΦϒδΣΫτ໊ઌ಄ʹ.%ϋογϡͷ෇༩ w ॻ͖ࠐΈ։࢝લʹαϙʔτʹରԠΛґཔ w ਺೔Φʔμʔͷ଴͕ͪ࣌ؒൃੜ͢Δ

  66. ա৒ͳϖʔεͰͷߋ৽͸)551YYΤϥʔ͕ ൃੜ͢ΔʢΒ͍͠ʣ ϞχλϦϯάʂ

  67. "844ͷϞχλϦϯά

  68. w 4ͷඪ४$MPVE8BUDI.FUSJDT͸ݶఆత w όέοτͷ೔࣍ͷετϨʔδϝτϦΫε w ϦΫΤετͷ෼ੳ͸Ͱ͖ͳ͍ w ΦϓγϣϯͰϦΫΤετͷϞχλϦϯά΋Մೳ w 4όέοτͷઃఆͰ༗ޮʹͰ͖Δ

    https://docs.aws.amazon.com/ja_jp/AmazonS3/latest/dev/ cloudwatch-monitoring.html
  69. None

  70. $MPVE8BUDI.BDLFSFM

  71. 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 ͖ͬͱࠓिதʹ͸ʜ
  72. None

  73. w (FU 1VUͦΕͧΕͷϦΫΤετ਺ w ୹ظతͳόʔετɺ௕ظతͳτϨϯυ w YYΤϥʔͷ਺ ؂ࢹϧʔϧ

  74. ͓ΘΓʹ

  75. w ࣌ܥྻσʔλ෼ཻ౓௕ظอଘͷ಺෦࣮૷ w ߴස౓4ॻ͖ࠐΈ w ཹҙࣄ߲ϞχλϦϯά

  76. ༗Γ೉͏͍͟͝·ͨ͠ʂ