OpenStack運用管理最前線 - OpenStack最新情報セミナー 2014年12月

6. Ⓨ⾲䛧䛯ྛ♫䛾ྲྀ䜚⤌䜏䠄ᢤ⢋䠅 ఍♫ྡ ᐇ⿦ ᵓ⠏ 㐠⏝ Cisco Monitoring,Ceilometer RackSpace Container, Scaling, Multi-cell Monitoring CERN Scaling, Multi-cell Booting,Performance Kent Univ. Scaling, Multi-cell Monitoring, Ceilometer SuSE HA,᏶඲⮬ືᵓᡂ IBM HA,DR䚸Monitoring,Monasca HP Monitoring, Monasca CTC,OOL Native Application Bloomberg OpenCompute,Ironic TATA NFV Mirantis Scaling,performance Redhat DR 5

7. 䛣䜜䛛䜙⤂௓䛩䜛䠏䛴䛾஦౛ 1䠈 ኱㔞䛾VM䛾୍ᩧ㉳ື䛾㧗㏿໬ (by CERN) 2䠈 Ceilometer䜢౑䛳䛯୙㐺ษ⾜Ⅽ䛾᳨ฟ (by Cisco, Kent Univ.) 3䠈 ኱つᶍ⎔ቃ䛾┘ど䛻䛚䛡䜛኱㔞䜰䝷䞊䝖䛾ᑐ⟇ (by RackSpace) Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 6

9. ஦౛ Cold start booting 1000 VMs in under 10 minutes ⫼ᬒ ィ⟬䜽䝷䝇䝍 ಖᏲᮇ㛫୰䛻䚸䝸䝋䞊䝇䜢᭷ຠά⏝䛩䜛䛯䜑䛻 OpenStack䜢 ᑟධ䛧䛶䚸⣙1200ྎ䛾VM䛷୪ิ䛻ィ⟬䛷䛝䜛䛟䜙䛔䛾䝟䝽䞊䜢ᥦ౪ ᵓᡂ䛾≉ᚩ OpenStack䛾䝁䞁䝫䞊䝛䞁䝖䛷䚸nova, nova-api, keystone, glance௨እ䛿౑⏝ 䛧䛶䛔䛺䛔 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 8

10. ஦౛ Cold start booting 1000 VMs in under 10 minutes Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 9 ┤㠃䛧䛯ၥ㢟䞉㉳ື᫬㛫䛜VM䛾ྠ᫬㉳ືᩘ䛸ṇẚ౛䚷䚷䛻ቑຍ䚹䚷䠄䛣䛾౛䛷䛿䠍2䠌䠌VM䛾㉳ື䛿4᫬㛫䜋䚷䚷䛹䛛䛛䜛䠅䞉䜲䞁䝣䝷䜢౑⏝䛷䛝䜛᫬㛫䛜㝈䜙䜜䜛䚹㉳ື᫬㛫䛾䛛䛛䜛ཎᅉ 䞉䝇䜿䝆䝳䞊䝷䛸Glance䛜䝪䝖䝹䝛䝑䜽䞉ゎᯒ䝋䝣䝖䜴䜶䜰䛾VM䜲䝯䞊䝆䛾᭦᪂䛜㢖䚷 ⦾䛷䜻䝱䝑䝅䝳䛾౑⏝ຠ⋡䛜ᝏ䛔 VM㉳ື䜎䛷䛾ὶ䜜䠖 1. Client䛛䜙VM㉳ື䝸䜽䜶䝇䝖䜢㏦䜛 2. API䛜ゎ㔘䛧䚸䝇䜿䝆䝳䞊䝷䜈㌿㏦䛩䜛 3. 䝇䜿䝆䝳䞊䝷䛜 Nova䜈䝸䜽䜶䝇䝖䜢㏦䜛 4. 䝸䜽䜶䝇䝖䜢ཷ䛡ྲྀ䛳䛯 Nova䛿Glance䜢ཧ↷䛧 ௬᝿䝕䜱䝇䜽䠄䠍䠊䠏 GB䠅䜢ྲྀᚓ(REST API) 5. Nova䛜VM䜢㉳ື䛩䜛䚹

11. ஦౛ Cold start booting 1000 VMs in under 10 minutes ㉳ື㧗㏿໬䛾ᑐ⟇ 1. VM䜲䝯䞊䝆䜢Nova䛾䜻䝱䝑䝅䝳䛻஦๓㓄ᕸ 䞉䚷Nova䛾䜻䝱䝑䝅䝳䛻஦๓䛻㓄ᕸ 䛣䜜䛻䜘䜚䚸䠍ᅇ┠௨㝆䛾㉳ື䛜㧗㏿໬ 2. ஦๓㓄ᕸ䛾ຠ⋡໬ 䞉䚷VM䜲䝯䞊䝆䛾ྲྀᚓ⤒㊰䜢ኚ᭦ Glance ---> (Apache + Squid) ----> Nova Squid䛾䜻䝱䝑䝅䝳䛛䜙㓄ᕸ䛩䜛䛣䛸䛷㧗㏿໬ 䞉 ຠ⋡䛾䜘䛔ᅽ⦰䞉ゎ෾䜰䝹䝂䝸䝈䝮䛻䜘䜛㌿㏦ཬ䜃㉳ື᫬㛫䛾▷⦰ Gzip6䛜ゎ෾䞉ᅽ⦰䛜᭱䜒㧗㏿ୟ䛴䚸ᅽ⦰⋡䛜㧗䛔䚹 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 10

12. ஦౛ Cold start booting 1000 VMs in under 10 minutes ୍༓ྎ௨ୖ mcollective䜢౑⏝䛧䛶䚸ྛ䝁䝬䞁䝗䜢 Nova Nova cache gzip 6䛷ゎ෾ http http 䐣 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 11 /var/www/vm_xxx Apache gzip6䛷 ᅽ⦰ Controller Controller Controller Controller Squid䜻䝱䝑䝅䝳 Nova Nova Nova Nova Nova Nova Nova Nova 䝁䞁䝖䝻䞊䝷4ྎ䛻䛮䜜䛮䜜squid䜢 ᑟධ 㧗㏿䝛䝑䝖䝽䞊䜽 wget -p proxy_squid xx Glance 㧗㏿໬䛾䛯䜑䛻ᨵ㐀䛧䛯⟠ᡤ 䝋䝣䝖䛜᭦᪂䛾ᗘ᪂䛧䛔 VM䜲䝯䞊䝆ධຊ http http 䐟䐠䐡䐢 /tmp/imxxx

13. ஦౛ Cold start booting 1000 VMs in under 10 minutes 䞉ᅽ⦰ຠ⋡䛿gzip-9䛜ୖ䛰䛜䚸኱䛧䛯ᕪ䛿䛺䛔䚹䞉ᅽ⦰᫬㛫䛸ゎ෾᫬㛫䜢ẚ㍑䛧䛯䜙 gzip-6䛜ᅽಽ ⓗ䛻ຠ⋡䛜䜘䛛䛳䛯䚹 ᅽ⦰䜰䝹䝂䝸䝈䝮䛾ẚ㍑㠀ᅽ⦰ gzip-6 gzip-9 bzip2 䝃䜲䝈 1.3GB 393MB 391MB 341MB ᅽ⦰᫬㛫 1m37s 6m58s 3m57s ゎ෾᫬㛫 0m18s 0m18s 1m5s 1200ྎVM䛾㉳ື᫬㛫䠄⦪㍈䠖 VMᩘ䚸ᶓ㍈䠖᫬㛫䠅 1/4䛟䜙䛔ᅽ⦰ 1200ྎ䛾Nova䛻䜲䝯䞊䝆䜢㓄ᕸ䛧䛯ሙྜ䛾᫬㛫 Squid䛺䛧 Squid䛒䜚 ᅽ⦰䛺䛧 3.7hours 27.5minutes Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 12 ᅽ⦰䛒䜚(gzip- 6) 1.1hours 8.3minutes

14. ஦౛ Cold start booting 1000 VMs in under 10 minutes CERN䛛䜙OpenStack䝁䝭䝳䝙䝔䜱䞊䜈䛾ᥦ᱌ 1. Nova䛾䝥䝻䜻䝅䝃䝫䞊䝖 2. Glance䛾⮬㌟䛾ᅽ⦰䜲䝯䞊䝆䝃䝫䞊䝖 ᑗ᮶䛣䛾ᡭἲ䛜ᶆ‽䠄䜒䛧䛟䛿䜸䝥䝅䝵䞁䠅䛸䛧䛶᏶඲䛻ᐇ⿦䛥䜜䜛䛸ᡭ㍍䛻኱つᶍ䛺nodeᒎ㛤䛜䛧䜔䛩䛟䛺䜛䚷䠄Juno䠄2014.2䠅䛻䛿䜎䛰ᐇ⿦䛥䜜䛶䛺䛔䛛䜒䛧䜜䜎䛫䜣䠅䚹 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 13

15. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster Ceilometer䜢౑䛳䛯୙㐺ษ⾜Ⅽ䛾᳨ฟ by Cisco, Kent University Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 14

16. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 15 ⫼ᬒ 䜽䝷䜴䝗䛾୙㐺ษ䛺฼⏝䛻䜘䜛䝸䝋䞊䝇኱㔞 ᾘ㈝䛾ၥ㢟䛜ቑ䛘䛶䛔䜛䚹 ┠ⓗ OpenStack䜽䝷䜴䝗ୖ䛷⾜䜟䜜䛶䛔䜛୙㐺 ṇ䛺฼⏝⪅䜢≉ᐃ䛩䜛䚹

17. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster ୙㐺ษ䛺฼⏝⪅䛾≉ᐃ䜎䛷䛾ὶ䜜䠍䚸᝟ሗ཰㞟䚷䚷Ceilometer䜢౑䛳䛶䚸㐺ษ౑⏝᫬䛾䝩䝇䝖䛸୙㐺ษ౑䚷䚷䚷 ⏝᫬䛾䝩䝇䝖䛾䝸䝋䞊䝇౑⏝≧ἣ䜢䝃䞁䝥䝹䛸䛧䛶཰㞟䚷䚷䛩䜛䠎䚸」ᩘ䛾Ꮫ⩦䜰䝹䝂䝸䝈䝮䛻ᩍᖌ䝕䞊䝍䛸䛧䛶ᢞධ䛧䚸ᶵ䚷䚷 ᲔᏛ⩦䛥䛫䜛䠏䚸䛭䜜䛮䜜䛾Ꮫ⩦⤖ᯝ䜢ホ౯䛩䜛䚷䚷Ceilometer䛛䜙ྲྀ䛳䛯ᐇ䝕䞊䝍䜢䝬䜲䝙䞁䜾䛧䛶䚸䚷䚷୙㐺ษ౑⏝䛾䝩䝇䝖䜢≉ᐃ䛩䜛 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 16 Ꮫ ⩦ ẁ 㝵

18. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster ┠ᶆ䝅䝇䝔䝮䠖Ꮫ⩦䛷䛝䛯≧ែ䛷୙㐺ษ䛺฼⏝⪅䜢≉ᐃ䛩䜛 Ceilometer + ᶵᲔᏛ⩦ 䛷䝸䜰䝹䝍䜲䝮䛷᳨ฟ ᝟ሗ཰㞟 (Collect) ศ㢮 (Classify) ᑐᛂ (Counteract) ஬⛊㛫䛤䛸䛻䝃䞁䝥䝹䜢ྲྀᚓ CPU౑⏝⋡ 䝛䝑䝖䝽䞊䜽ὶ㔞䠄 in/out) 䝕䜱䝇䜽䜈䛾䜰䜽䝉䝇㔞 (read/write) ᵝ䚻䛺䜰䝹䝂䝸䝈䝮䝫䝸䝅䞊 Neural Network SVM Random Forest Naive Bayes ... Data mining tool http://orange.biolab.si/ 䜰䝷䞊䝮 Quota䜢ῶ䜙䛩䝸䝋䞊䝇䜢೵Ṇ䛩䜛䝴䞊䝄䜢䝤䝻䝑䜽䛩䜛 ... Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 17

19. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster 䚷䚷᳨ド⎔ቃ䛷ୗグ䛾᝟ሗ䜢ྲྀᚓ 1䚸㐺ษ䛺౑⏝᫬䛾䝩䝇䝖᝟ሗ ౛䠖䐟䝧䞁䝏䝬䞊䜽䠄HBench䠅䚷䐠㧗㈇Ⲵ≧ែ䠄CPU) 䐡䜰䜲䝗䝹≧ែ 䠎䚸୙㐺ษ䛺౑⏝᫬䛾䝩䝇䝖᝟ሗ ౛䠖䐢DDoSᨷᧁ䜢ᐇ⾜䛧䛶䛔䜛䐣௬᝿㏻㈌䛾䝬䜲䝙䞁䜾䚷䠄Bitcoin/Litecoin䠅䐡 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 18 ᝟ሗ཰㞟(Collect) ஦๓Ꮫ⩦䛥䛫䜛䐟䐠䐢䐣䈜ྑ䛾䜾䝷䝣䛿䚸ᶓ㍈䠖䝛䝑䝖䝽䞊䜽㏻ಙ㔞䚸䚷⦪㍈䠖CPU౑⏝⋡

20. ஦౛ Using Ceilometer data to detect fraudulent activity in our OpenStack cluster ྲྀᚓ䛧䛯䝕䞊䝍䜢䚸OSS䛾䝕䞊䝍䝬䜲䝙䞁䜾䝒䞊䝹䛂Orange䛃䜢౑䛳䛶䚸䛔䛟䛴䛛䛾䜰䝹䝂䝸䝈䝮䛷᭱㐺ゎ䜢ồ䜑䚸୙ 㐺ษ⾜Ⅽ䜢✺䛝Ṇ䜑䜛 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 19 ศ㢮䠄Classify) 䝕䞊䝍䝬䜲䝙䞁䜾䝒䞊䝹 Orange PCA SVM Random Forest Naive Bayes Logistic Regression Neural Network k-Means Clustering Ⰽ䚻䛺䜰䝹䝂䝸䝈䝮䜢౑䛳䛶ศ㢮䛩䜛䚹䜰䝹䝂䝸䝈䝮䛾౛

22. ஦౛ Monitoring Enterprise in OpenStack Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 21 ㄢ㢟䠍䚸㞀ᐖ䛜Ⓨ⏕䛩䜛䛸኱㔞䛾䜰䝷䞊䝖䛜Ⓨ⏕䛩䜛䛜䚸ఱ䜢ㄪ䜉䜜䜀ศ䛛䜙䛺䛔䚹 ຠ⋡䜘䛟᰿ᮏཎᅉ䜢✺䛝Ṇ䜑䜛䛯䜑䛻㞀ᐖẖ䛻Ⓨ⏕䛩䜛䜰䝷䞊䝖䛾㛵㐃䜢ᩚ ⌮䛩䜛䛣䛸䛜ᚲせ䠎䚸䝸䝋䞊䝇䛾ᯤῬ䛜ཎᅉ䛷䚸✺↛䝃䞊䝡䝇䛜೵Ṇ䛩䜛䛣䛸䛜䛒䜛䚹䝸䝋䞊䝇䛾ᯤῬ䜢஦๓䛻▱䜛᪉ἲ䜢☜❧䛩䜛䛣䛸䛜ᚲせ

23. ஦౛ Monitoring Enterprise in OpenStack 䠄┘ど䛻䜘䜛䠅ᑐ⟇ 䠍䚸㞀ᐖⓎ⏕ᚋ䚸⣲᪩䛟ཎᅉ䜢≉ᐃ ● 䜲䝧䞁䝖䛸䜰䝷䞊䝖᝟ሗ䛾┦㛵䠄Correlation䠅䜢ᩚ⌮䚹 ● ㄪ䜉䜛ᚲせ䛾䛺䛔䜰䝷䞊䝖䜢ᢚไ(Suppression)䛩䜛䚹 ↓㥏䛺ㄪᰝ᫬㛫䜢┬␎䛧䚸᰿ᮏཎᅉ䛾≉ᐃ䜢ຠ⋡໬ 䠎䚸㞀ᐖⓎ⏕䛾஦๓㜵Ṇ ● 䝟䝣䜷䞊䝬䞁䝇䝕䞊䝍䛾┘ど ● ⤫ィⓗ䛺ᣦᶆ䛻ᇶ䛵䛔䛯ィ⟬ ᯤῬ䛧䛭䛖䛛䛹䛖䛛䛾ุ᩿ Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 22

24. ஦౛ Monitoring Enterprise in OpenStack 䜰䝷䞊䝖䛾┦㛵㛵ಀ䛾䝬䝑䝢䞁䜾䛾౛ Alert ID ┘ど㡯┠ Suppress(ᢚไ䠅 ID 1 Horizon Content 2 2 Horizon Auth - 3 Apache Health 1,2 4 Keystone health 2 5 MySQL Health 6,4,2 6 DB Record 4,2 ྛ┘ど㡯┠䛸䛭䜜䛻ᑐ䛩䜛ᢚไᑐ㇟㡯 ┠䛸䛾䝬䝑䝥䜢సᡂ Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 23

25. ஦౛ Monitoring Enterprise in OpenStack Horizon Apache Keystone MySQL content check Authentication check Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 24 Health check Health check Health check DB Record Alert ID ┘ど㡯┠ Suppress ID 1 Horizon Content 2 2 Horizon Auth - 3 Apache Health 1,2 4 Keystone health 2 5 MySQL Health 6,4,2 6 DB Record 4,2 䜰䝷䞊䝖ᢚไ䛾౛ Down Service Alert Suppressed Alerts MySQL Health CRITICAL: MySQL Read VIP down Horizon Auth, Keystone Auth Keystone Health CRITICAL: KeystoneVIP down Horizon Auth

26. ஦౛ Monitoring Enterprise in OpenStack 䝸䝋䞊䝇ᯤῬ䛾ண ᪉ἲ䠖 1䚸 ᐃᑐ㇟䝸䝋䞊䝇䛾ᖹᆒ್䜔᭱኱್ 䜢ィ䛧䛶㜈್䜢Ỵ䜑䜛 2䚸୍ᐃᮇ㛫୰䠄౛䛘䜀䚸୍㐌㛫䠅䛾ኚ໬⋡ 䜢ồ䜑䛶䝸䝋䞊䝇ᯤῬ䜎䛷䛾᫬ᮇ䜢ண 䈜䝬䝅䞁ẖ䛾䝸䝋䞊䝇౑⏝㔞䛾䜀䜙䛴䛝䜢⪃៖䛧䚸ᶆ ‽೫ᕪ䜢౑䛳䛶䚸ண 䛾⢭ᗘ䜢ୖ䛢䜛䛣䛸䜒ྍ⬟䚹䝸䝋䞊䝇౑⏝㔞ண 䛾౛ 㜈್䠖CPUᖹᆒ౑⏝⋡ > 50% ཪ䛿䚷䚷䚷䝯䝰䝸ᖹᆒ౑⏝⋡ > 80% ཪ䛿䚷䚷䚷 Disk ᭱኱౑⏝㔞 > 80% ཪ䛿䚷䚷䚷 vCPU䛾㓄ᕸ⋡ > 85% 䝸䝋䞊䝇ྡ ౑⏝⋡ ቑຍ⋡/㐌㜈್฿㐩䜎䛷 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 25 䛭䛾௚䛾⪃៖ 䠍䚸䠄᪥୰䚸㐌༢఩䚸᭶༢఩䚸Ꮨ⠇༢఩䠅࿘ᮇⓗ䛻ኚ໬䛩䜛䝟䝍䞊䞁䛾ᑐᛂ 䠎䚸㜈್䛸䛾஋㞳䛛䜙䜰䝷䞊䝖䜢⏕ᡂ䛧䚸䝅䝇䝔䝮䛾᭱㐺໬䜢ᅗ䜛䚷䚷䚷౛䚸௬᝿䝩䝇䝖䛾䝥䝻䞂䜱䝆䝵䝙䞁䜾䛸䝕䞉䝥䝻䞂䜱䝆䝵䝙䞁䜾䛾᫬㛫䠄㐌䠅 CPU 34% 4% 4 vCPUs 73% 2% 6 Memory 57% 6% 3.8 Disk 22% 3% 19.3

28. 䝥䝻䝆䜵䜽䝖 Hatohol 䖂䝋䞊䝇䝁䞊䝗䞉䜜䝫䝆䝖䝸 https://github.com/project-hatohol/hatohol It was born here (Tokyo, Japan) 䖂 Jun 27,2013 ㄌ⏕᪥ Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 䖂 GPLv2 䖂 3䞄᭶୍ᅇ䝸䝸䞊䝇䖂㐠⏝⤫ྜ䝒䞊䝹䜢┠ᣦ䛧䛶䛔䜎䛩䚹 27

29. 䜲䞁䝣䝷䛷䛾᪥ᖖⓗ䛺⟶⌮஦㡯䖂䜲䝧䞁䝖⟶⌮(Event management) CPU䚸䝯䝰䝸䚸䝛䝑䝖䝽䞊䜽䚸䝻䜾䛺䛹䛾䝸䝋䞊䝇䜢┘ど䚸␗ᖖ䜢᳨▱䛧䚷䚷䛶䚸䜰䝷䞊䝖䜢㏻▱䛩䜛䚹䖂䜲䞁䝅䝕䞁䝖⟶⌮䠄Incident management䠅 ␗ᖖ䜔㞀ᐖ䜢᳨▱䛧䛯ሙྜ䚸䜲䞁䝅䝕䞁䝖䜢సᡂ䛧ᑐᛂ≧ែ䜢⟶⌮䛩䜛䚹䖂䝻䜾⟶⌮䠄Log management䠅 ඲䛶䛾䝻䜾䛜䜰䞊䜹䜲䝤䛥䜜䚸ᚲせ䛻ᛂ䛨䛶ゎᯒ䜢⾜䛔䚸䝺䝫䞊䝖䛩䜛䚹䖂䝸䝋䞊䝇⟶⌮䠄Resource management䠅 ᚲせ䛻ᛂ䛨䛶䝅䝇䝔䝮䛾ᵓᡂ䜢᭦᪂䞉㏣ຍ䚸䝉䜻䝳䝸䝔䜱䝟䝑䝏䜢㐺⏝䛧䛯䜚䛩䜛䛺䛹䜢⾜䛖䚹 Openstack䛻䛚䛔䛶⌧᫬Ⅼ䚸ୖグ䛾䛣䛸䜢ᐇ⌧䛩䜛ᶵ⬟䛿䜎䛰䛺䛔 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved 28

30. 䚷OSS䛾㐃ᦠ䛷㐠⏝⤫ྜ ᵝ䚻䛺㐠⏝䝒䞊䝹䜢⤫ྜ䛧䚸䜸䞁䝥䝺䝭䝇⎔ቃ䚸䝥䝷䜲䝧䞊䝖䜽䝷䜴䝗䚸䝟䝤䝸䝑䜽䜽䝷䜴䝗䛺䛹⎔ቃ䜢ၥ䜟䛪䝅䞊䝮䝺䝇䛻㐠⏝䚸⟶⌮䜢୍ඖ䛷⾜䛺䛖䝝䝤䛾䜘䛖䛺䝋䝣䝖䛻䛺䜛䛣䛸䜢┠ ᣦ䛧䛶䛔䜎䛩䟿䝃䞊䝡䝇䝕䝇䜽 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved Nagios Zabbix Redmine fluentd ssh 䜲䝧䞁䝖⟶⌮ ኚ᭦⟶⌮ 䝸䝸䞊䝇⟶⌮ 䜲䞁䝅䝕䞁䝖⟶⌮ ၥ㢟⟶⌮ Zabbix ✌ാ┘ど䝸䝋䞊䝇┘ど㞀ᐖุᐃ ⮬ື㉳⚊ 䜶䝇䜹䝺䞊䝅䝵䞁䝇䝔䞊䝍䝇⟶⌮ 䝩䝇䝖⟶⌮ ㈨※䠋㈨⏘⟶⌮ タᐃ⟶⌮ ୍ᣓኚ᭦ 䝻䜾⟶⌮ 䝸䝋䞊䝇≧ἣཧ↷ 䜲䝧䞁䝖㏻▱ 䜲䞁䝅䝕䞁䝖Ⓩ㘓䝸䝰䞊䝖䝁䝬䞁䝗 ၥ㢟ษ䜚ศ䛡 ≧ἣ⾲♧ 䜲䝧䞁䝖⟶⌮ 䜲䝧䞁䝖㏻▱ Ceilometr 29

32. ᶵ⬟: ⤫ྜ┘ど䞉」ᩘ䛾┘ど䝃䞊䝞䜢⤫ྜ䛧䛶䜲䝧䞁䝖䜢⟶⌮ 」ᩘ䛾┘ど䝋䝣䝖䛷ྲྀᚓ䛧䛯᝟ሗ䜢⤫ྜ⟶⌮ 䞉」ᩘ䛾⟶⌮ᑐ㇟䛾䝸䝋䞊䝇䜢⦪୵䚸ᶓ୵䛷☜ㄆ ┘ど䝋䝣䝖䛾㐪䛔䚸⎔ቃ䛾㐪䛔䜢ព㆑䛫䛪䚸୍ᣓ䛷䜾䝷䝣⾲♧䚸䜲䝧䞁䝖⾲♧ ┘ど䝃䞊䝞䚸┘どᑐ㇟䜢ၥ䜟䛪䜾䝷䝣䜢୪䜉䛶⾲♧ Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved Applications Guest OS Applications Guest OS Virtual Machine Virtual Machine HyperVisor Zabbix Nagios Fluentd Ceilometer libvirt Zabbix Nagios Fluentd 䝀䝇䝖OS䚸䜰䝥䝸䛾䝸䝋䞊䝇䚸䝻䜾 ௬᝿䝬䝅䞁䞉䝸䝋䞊䝇 ≀⌮䝬䝅䞁䚸 OpenStack 䛾䝸䝋䞊䝇䚸䝻䜾 OpenStack Host OS 31

33. ᶵ⬟: 䜰䜽䝉䝇䞉䝁䞁䝖䝻䞊䝹䝬䝹䝏䝔䝘䞁䝖┘ど䞉䛚ᐈᵝ䝔䝘䞁䝖ẖ䛻 Zabbix䝃䞊䝞䜢⏝ព䛧䚸 Hatohol㏻䛨䛶ᰂ㌾䛺䜰䜽䝉䝇ไᚚ 䚷 ྛ䝔䝘䞁䝖䛾䝃䝤䝛䝑䝖䛜ྠ䛨䛷䜒 floating IP䛷ᑐᛂྍ⬟ 䞉䜽䝷䜴䝗ᇶ┙䛾ྛ䝺䜲䝲䞊䜢ู䚻䛾 Zabbix䝃䞊䝞䛷⟶⌮䛧䚸 Hatohol䛷୍ඖ⟶⌮ OpenStack networks ZBX agent ZBX agent ZBX agent NREZ Hatohol Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved ZBX agent Customer VM Customer VM ZBX sever VM ZBX agent ZBX agent Customer VM Customer VM ZBX sever VM NRPZ Customer VM Customer VM Nagios Net1 Net2 Net3 Net4 USER1 can only see Net1 USER2 can only see Net1 to Net3 USER3 can only see Net3 and Net4 Customer VM Customer VM ZBX sever VM Access permission control 32

34. ஦౛:A QoS Solution for SIP service Zabbix Hatohol Nagios SIP Server virtual machine virtual machine virtual machine Physical machine Host management OpenStack API Automatic Orachration Add SIP Machine SIP Server SIP Server Physical machine OpenStacks Ironic Traffic Standby Group decrease level increase level Active Group Remove 33

36. ௒ᚋ䛾άື 2015/02/03-04 OpenStack Days 2015䛻ฟᒎỴᐃ 䞉Hatohol䜢౑䛳䛯OpenStack┘ど䛾䝕䝰䜢⾜䛔䜎䛩䚹䞉2015/02/04 䚷2᪥┠䛾13:50-14:30䛷䝉䝑䝅䝵䞁 ౑䛳䛶䜟䛛䛳䛯䟿⌧ሙᢸᙜ⪅䛜ㄒ䜛OpenStack㐠⏝⟶⌮䛾ㄢ㢟 Copyright © 2000-2014 MIRACLE LINUX CORPORATION All rights reserved https://github.com/project-hatohol/hatohol 35 2015/2᭶௨㝆䛾ணᐃ 䞉OpenStack┘ど⏝䛾Zabbix䝔䞁䝥䝺䞊䝖䜢බ㛤䞉Zabbix/Hatoholෆᐜ䜒ྵ䜑䛯OpenStackᵓ⠏ᡭ㡰᭩䜢බ㛤