๋ฐฑ์—… ๋ฆฌ์ŠคํŠธ (MAT)


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MAT ๋ผ์ธ ์ „์ฒด ๋ฐฑ์—… ๋Œ€์ƒ ์ธ๋ฒคํ† ๋ฆฌ

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์ž‘์„ฑ์ผ: 2026-09-30 / ์ตœ์ข… ๊ฐฑ์‹ : 2026-10-01
์กฐ์‚ฌ ๋ฐฉ๋ฒ•: root ๊ณ„์ •์œผ๋กœ mat ๋ผ์ธ 10๊ฐœ ํ˜ธ์ŠคํŠธ(mat-001~006, 101~103, 201~202)
์ „์ฒด SSH ์ง์ ‘ ์ ‘์†, ์ „ ํ•ญ๋ชฉ ์‹ค์ œ ๋ช…๋ น์œผ๋กœ ๊ฒ€์ฆ ์™„๋ฃŒ (๋ฏธํ™•์ธ ํ•ญ๋ชฉ ์—†์Œ)
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[0. ํ•ต์‹ฌ ์š”์•ฝ]

1. mat-002 ๊ฐ€ ์‚ฌ์‹ค์ƒ "์ง„์งœ ์šด์˜ ์„œ๋ฒ„" ์ž…๋‹ˆ๋‹ค.
   - AEM/eco ์„œ๋น„์Šค(automol.samsungsdi.com, eco.samsungsdi.com) ์ „๋ถ€๊ฐ€ ์—ฌ๊ธฐ ์žˆ์Œ
   - PostgreSQL, MongoDB, Redis, ์ฝ”๋“œ(13G), haproxy ์„ค์ •๊นŒ์ง€ ์ „๋ถ€ ์ด ํ˜ธ์ŠคํŠธ ๋กœ์ปฌ ๋””์Šคํฌ์—๋งŒ ์กด์žฌ
   - ์ด ํ˜ธ์ŠคํŠธ ํ•˜๋‚˜ ์œ ์‹ค = ์„œ๋น„์Šค ์ „์ฒด ๋‹ค์šด + ๋ณต๊ตฌ ๋ถˆ๊ฐ€๋Šฅํ•œ ๋ฐ์ดํ„ฐ ๋ฐœ์ƒ. ์ตœ์šฐ์„  ๋ฐฑ์—… ๋Œ€์ƒ.

2. CephFS/RGW(๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€)๋Š” Ceph ๋ณต์ œ๋กœ ์ด๋ฏธ ๋ณดํ˜ธ๋˜๊ณ  ์žˆ์Œ → ์Šค๋ƒ…์ƒท/๋ฒ„ํ‚ท ๋ฐ˜์ถœ๋งŒ ํ•˜๋ฉด ๋จ.
   ๋กœ์ปฌ ๋””์Šคํฌ(๊ฐ ์„œ๋ฒ„์˜ "/" ํŒŒํ‹ฐ์…˜)์—๋งŒ ์žˆ๋Š” ๋ฐ์ดํ„ฐ๊ฐ€ ์ง„์งœ ์œ„ํ—˜ ์ง€์ ์ด๋ฉฐ, ์•„๋ž˜ 3๊ฐ€์ง€๊ฐ€ ํ•ต์‹ฌ:
     - mat-002: /home/delete/dev (163G, pubchem 143G ํฌํ•จ) - CephFS ์•„๋‹˜, ๋ณต์ œ ์—†์Œ
     - mat-001/003/004/005/006: ๊ฐ์ž์˜ dev/automol ๋กœ์ปฌ ์‚ฌ๋ณธ (6~8G × 5๋Œ€)
     - mat-202: /home/anseong.park/0.openmm_test (๋ถ„์ž๋™์—ญํ•™ ์—ฐ๊ตฌ๋ฐ์ดํ„ฐ)

3. ์ธ์ฆ์„œ/TLS๋Š” mat ๋ผ์ธ ์ „์ฒด ์–ด๋””์—๋„ ์—†์Œ (์ „๋ถ€ HTTP ํ‰๋ฌธ, DB๋„ sslmode=disable) → ๋ฐฑ์—… ๋Œ€์ƒ์—์„œ ์ œ์™ธ.

4. 2026-10-01 ์ถ”๊ฐ€๋กœ lsblk(์ „์ฒด ๋””์Šคํฌ/ํŒŒํ‹ฐ์…˜) + podman ๋งˆ์šดํŠธ(์ „์ฒด ์ปจํ…Œ์ด๋„ˆ ๋ณผ๋ฅจ)๊นŒ์ง€ ์ „์ˆ˜์กฐ์‚ฌ ์™„๋ฃŒ.
   ์œ„ 2)์— ๋‚˜์—ดํ•œ 3๊ณณ ์™ธ์— ์ถ”๊ฐ€๋กœ ๋ฐœ๊ฒฌ๋œ Ceph ์‚ฌ๊ฐ์ง€๋Œ€๋Š” ์—†์Œ (์ตœ์ข… ํ™•์ •).

 

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[1. ํ˜ธ์ŠคํŠธ ์ „์ฒด ๊ฐœ์š”]

ํ˜ธ์ŠคํŠธ ์—ญํ•  haproxy ์ธ์ฆ์„œ ๋น„๊ณ 
mat-001 admin / ceph mon·mgr·rgw / slurm์ปจํŠธ๋กค๋Ÿฌ ์—†์Œ ์—†์Œ MariaDB, Prometheus, ES(์ปจํ…Œ์ด๋„ˆ), Kibana, deep-flask
mat-002 โ˜… ์šด์˜ ์›น์„œ๋น„์Šค ํ•ต์‹ฌ ํ˜ธ์ŠคํŠธ โ˜… ์žˆ์Œ ์—†์Œ AEM/eco ์ „์ฒด ์„œ๋น„์Šค. ์•„๋ž˜ 2-2๋ฒˆ ์ƒ์„ธ ์ฐธ๊ณ 
mat-003 HDD ์Šคํ† ๋ฆฌ์ง€ + deep-flask + ES ๋…ธ๋“œ ์—†์Œ ์—†์Œ mat-es-cluster ์†Œ์† ES ๋…ธ๋“œ
mat-004 HDD ์Šคํ† ๋ฆฌ์ง€ + deep-flask + ES ๋…ธ๋“œ ์—†์Œ ์—†์Œ ์ƒ๋™
mat-005 HDD ์Šคํ† ๋ฆฌ์ง€ + deep-flask + ES ๋…ธ๋“œ ์—†์Œ ์—†์Œ ์ƒ๋™
mat-006 HDD ์Šคํ† ๋ฆฌ์ง€ + deep-flask + ES ๋…ธ๋“œ ์—†์Œ ์—†์Œ ์ƒ๋™ (+ smartd ๋””์Šคํฌ ๊ฐ์‹œ)
mat-101 GPU ์ปดํ“จํŠธ ์—†์Œ ์—†์Œ vllm-gemma4.service๋Š” 3์ฃผ์งธ FAILED ์ƒํƒœ (์‹ค์ œ ๋ฏธ์šด์˜)
mat-102 GPU ์ปดํ“จํŠธ ์—†์Œ ์—†์Œ vllm-qwen ์ •์ƒ ์šด์˜ ์ค‘ (Qwen3.5-397B-A17B-FP8)
mat-103 GPU ์ปดํ“จํŠธ ์—†์Œ ์—†์Œ Slurm ์ปดํ“จํŠธ ๋…ธ๋“œ๋งŒ, ํŠน์ด ์„œ๋น„์Šค ์—†์Œ
mat-201 GPU ์ปดํ“จํŠธ + ceph mon/mgr/mds ์—†์Œ ์—†์Œ Ceph ๊ด€๋ฆฌ ์—ญํ•  ๊ฒธํ•จ (appolo-18)
mat-202 GPU ์ปดํ“จํŠธ(vllm-glm) + ceph mon/mds ์—†์Œ ์—†์Œ Ceph ๊ด€๋ฆฌ ์—ญํ•  ๊ฒธํ•จ (appolo-19), osd.153 ํ˜ธ์ŠคํŠธ


์ฐธ๊ณ : ์ด ํ™˜๊ฒฝ์—” Elasticsearch ํด๋Ÿฌ์Šคํ„ฐ๊ฐ€ 2๊ฐœ ์กด์žฌํ•จ

  • mat-es-cluster    : mat-002/003/004/005/006 5๋…ธ๋“œ, native systemd, ๋ฐ์ดํ„ฐ๋Š” /data/ssd/elasticsearch/<ํ˜ธ์ŠคํŠธ๋ช…> (CephFS)
  • mat-es-podman-nvme: mat-001 1๋…ธ๋“œ, ์ปจํ…Œ์ด๋„ˆ(es-nvme-recover), ๋ฐ์ดํ„ฐ๋Š” /data/nvme/podman/ (CephFS)

 

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[2. ํ˜ธ์ŠคํŠธ๋ณ„ ๋กœ์ปฌ ์„œ๋น„์Šค ์ƒ์„ธ]

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(2-1. mat-001)

> DB / ์„œ๋น„์Šค ๋ฐ์ดํ„ฐ

ํ•ญ๋ชฉ ๊ฒฝ๋กœ ์šฉ๋Ÿ‰ ๋น„๊ณ 
MariaDB(slurmdbd) /var/lib/mysql 462M ๋คํ”„ ์™„๋ฃŒ: /data/ssd/backup_staging/mariadb/ (118M)
Prometheus TSDB /var/lib/prometheus 21G ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ๊ณ„์—ด ๋ฐ์ดํ„ฐ
Elasticsearch(์ปจํ…Œ์ด๋„ˆ) /data/nvme/podman/elasticsearch/mat-001/ - mat-es-podman-nvme ํด๋Ÿฌ์Šคํ„ฐ, ์Šค๋ƒ…์ƒท ๋ฏธ์„ค์ •(์ž‘์—… ํ•„์š”)
Kibana /data/nvme/podman/kibana/data - ๋Œ€์‹œ๋ณด๋“œ ์„ค์ •/์„ธ์…˜ ๋ฐ์ดํ„ฐ
deep-flask ์ฝ”๋“œ /home/delete/dev/automol/deep-flask 7.8G ๋กœ์ปฌ ์‚ฌ๋ณธ, .git ์—†์Œ(๋ฒ„์ „๊ด€๋ฆฌ ์•ˆ ๋จ) => ๋ฐฑ์—… ํ•„์š”


> ์„ค์ • ํŒŒ์ผ - ์ „๋ถ€ ๋ฐฑ์—… ๋Œ€์ƒ, ์šฉ๋Ÿ‰ ์ž‘์Œ

  • Ceph ์ ‘์†์ •๋ณด   /etc/ceph/*
  • Slurm ์„ค์ •      /etc/slurm/*.conf, job_submit.lua, healthcheck_cephfs.sh
  • Prometheus ์„ค์ • /etc/prometheus/prometheus.yml
  • ๋„คํŠธ์›Œํฌ ์„ค์ •   /etc/NetworkManager/system-connections/*.nmconnection
  • yum repo ์„ค์ •   /etc/yum.repos.d/*.repo*


> ์ปค์Šคํ…€ systemd ์„œ๋น„์Šค

์„œ๋น„์Šค๋ช… ์˜์กด ์Šคํฌ๋ฆฝํŠธ
deep-flask-node-8085.service /home/delete/dev/automol/deep-flask/scripts/run_cluster_node.sh
custom-node-metrics.service /usr/local/bin/update_custom_metrics.sh
slurm-gpu-postgres-export.service /usr/local/bin/collect_slurm_gpu_metrics_to_postgres.py
aem-metrics.service /usr/local/bin/export_aem_metrics.py
ceph-weekly-rebalance.service /usr/local/sbin/ceph-weekly-rebalance-guard (osd.153 ๋ฆฌ๋ฐธ๋Ÿฐ์‹ฑ ์ž๋™ํ™”, ์ค‘์š”)
gpu-util-avg-exporter.service -


> ์ปจํ…Œ์ด๋„ˆ(podman)

์ด๋ฆ„ ์ƒํƒœ ๋น„๊ณ 
es-nvme-recover Up 4์ฃผ (์šด์˜์ค‘) ์‹ค์‚ฌ์šฉ ES
es-nvme Stopping(4๊ฐœ์›”์งธ) ์ข€๋น„ ์ƒํƒœ, ์ •๋ฆฌ ๋Œ€์ƒ(๋ฐฑ์—… ๋ถˆํ•„์š”)
kibana-nvme Up 4๊ฐœ์›” ์šด์˜ ์ค‘
metricbeat-stack-monitoring Up 4๊ฐœ์›” ์šด์˜ ์ค‘
ceph ๊ด€๋ จ ์ปจํ…Œ์ด๋„ˆ ๋‹ค์ˆ˜ Up (๋ชจ๋‹ˆํ„ฐ๋ง์šฉ) cephadm ๊ด€๋ฆฌ, ํด๋Ÿฌ์Šคํ„ฐ ์ž์ฒด๊ฐ€ ์›๋ณธ์ด๋ผ ๋ณ„๋„ ๋ฐฑ์—… ๋ถˆํ•„์š”

 

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(2-2. mat-002  โ˜…โ˜…โ˜… ์ตœ์šฐ์„  ๋ฐฑ์—… ๋Œ€์ƒ - ์šด์˜ ์„œ๋น„์Šค ์ „์ฒด๊ฐ€ ์—ฌ๊ธฐ ์žˆ์Œ โ˜…โ˜…โ˜…)

  • haproxy
    • ํฌํŠธ 80, TLS ์—†์Œ - HTTP๋งŒ  
    • ์„ค์ •ํŒŒ์ผ
      • /etc/haproxy/haproxy.cfg
    • ๋ผ์šฐํŒ…
      • automol.samsungsdi.com => 127.0.0.1:8080 (automol_backend)
      • eco.samsungsdi.com => 127.0.0.1:18081 (eco_backend)


> DB / ์„œ๋น„์Šค ๋ฐ์ดํ„ฐ - ์ „๋ถ€ ๋กœ์ปฌ ๋””์Šคํฌ, CephFS ์•„๋‹˜

ํ•ญ๋ชฉ ์šฉ๋Ÿ‰ ๊ฒฝ๋กœ/ํฌํŠธ ๋น„๊ณ 
PostgreSQL(dev_aem) 34G /var/lib/pgsql/data, ํฌํŠธ 5432 pg_dump/pg_basebackup ๋Œ€์ƒ
Redis 204K /var/lib/redis/dump.rdb + appendonly.aof, ํฌํŠธ 6379 BGSAVE ํ›„ ๋ณต์‚ฌ
MongoDB 919M /var/lib/mongo, ํฌํŠธ 27017 mongodump ๋Œ€์ƒ
Elasticsearch(native) - /data/ssd/elasticsearch/mat-002 (CephFS), ํฌํŠธ 19200 mat-es-cluster 5๋…ธ๋“œ ์ค‘ 1
Grafana 1.8M /var/lib/grafana, /etc/grafana/grafana.ini, ldap.toml  
Filebeat - etc/filebeat/filebeat.yml  
AEM ๋ฐฑ์—”๋“œ ์ฝ”๋“œ 13G /home/delete/aem/ (jar: aem-0.0.1-SNAPSHOT.jar, ํฌํŠธ 18090)  
AEM ํ”„๋ก ํŠธ์—”๋“œ - /home/delete/aem/.../frontend/dist/F_ECO/browser (์ •์  ๋นŒ๋“œ, podman nginx)  
์„ค์ • ์Šคํฌ๋ฆฝํŠธ/ํ…œํ”Œ๋ฆฟ - /etc/aem-manual/start-aem-backend-18090.sh, frontend-18081.conf.template  
์ธ์ฆ์„œ/TLS ์—†์Œ   haproxy์˜ ssl-default-*๋Š” ๋ฏธ์‚ฌ์šฉ ๊ธฐ๋ณธ๊ฐ’, PG๋„ sslmode=disable ํ™•์ธ๋จ


> โ˜… ๋กœ์ปฌ ์ „์šฉ 163G - Ceph ๋ณต์ œ ์•ˆ ๋˜๋Š” ๋ฐฑ์—… ์‚ฌ๊ฐ์ง€๋Œ€ โ˜…

๊ฒฝ๋กœ ์šฉ๋Ÿ‰ ๋น„๊ณ 
/home/delete/dev/automol/pubchem 143G ๋‹จ์ผ ๋””๋ ‰ํ† ๋ฆฌ, ์ง€๊ธˆ๊นŒ์ง€ ์–ด๋–ค ๋ฐฑ์—… ๊ณ„ํš์—๋„ ์—†๋˜ ํ•ญ๋ชฉ. ์ตœ์šฐ์„  ๋ฐ˜์˜ ํ•„์š”
/home/delete/dev/automol/deep-flask 6.7G ๋กœ์ปฌ ์‚ฌ๋ณธ (๋‹ค๋ฅธ ํ˜ธ์ŠคํŠธ์™€ ๋ณ„๊ฐœ)
/home/delete/dev/automol2/deep-flask 6.7G ์ƒ๋™
/home/delete/dev ์ „์ฒด 163G ํŒŒํ‹ฐ์…˜(429G ์ค‘ 306G=72% ์‚ฌ์šฉ, 10๊ฐœ ํ˜ธ์ŠคํŠธ ์ค‘ ๊ฐ€์žฅ ์—ฌ์œ  ์—†์Œ)


โ€ป git ์ €์žฅ์†Œ์ด๋ฉฐ ์›๊ฒฉ(gitlab.aid.samsungsdi.com/delete/automol.git)๊ณผ ์—ฐ๊ฒฐ๋˜์–ด ์žˆ์œผ๋‚˜ ์ผ๋ถ€ ํŒŒ์ผ์ด
  ๋ฏธ์ปค๋ฐ‹ ์ƒํƒœ — ์ฝ”๋“œ ๊ด€๋ฆฌ ๊ด€์ ์—์„œ๋Š” ๋ฌธ์ œ ์—†์Œ(์‚ฌ์šฉ์ž ํ™•์ธ), ๋‹ค๋งŒ "๋ฐ์ดํ„ฐ"๋กœ์„œ๋Š” ๋กœ์ปฌ์—๋งŒ ์žˆ์œผ๋ฏ€๋กœ
  ๋ฐฑ์—… ์‹œ ์ž‘์—…ํŠธ๋ฆฌ ์ „์ฒด๋ฅผ ๊ทธ๋Œ€๋กœ(๋ฏธ์ปค๋ฐ‹ ๋ณ€๊ฒฝ๋ถ„ ํฌํ•จ) ๋ณต์‚ฌํ•ด์•ผ ํ•จ.

 

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(2-3. mat-003 / 004 / 005 / 006 (๋™์ผ ๊ตฌ์„ฑ))

  • deep-flask-node-8085.service ์šด์˜ (mat-001๊ณผ ๋™์ผ ์„œ๋น„์Šค, ๋…ธ๋“œ ๋ถ„์‚ฐ ๋ฐฐ์น˜)
  • native elasticsearch.service ์šด์˜ (mat-es-cluster 5๋…ธ๋“œ ์ค‘ ๊ฐ 1๋…ธ๋“œ, ๋ฐ์ดํ„ฐ๋Š” /data/ssd/elasticsearch/<ํ˜ธ์ŠคํŠธ๋ช…>, CephFS)
  • /home/delete/dev/automol ๋กœ์ปฌ ์‚ฌ๋ณธ ์กด์žฌ (ํ˜ธ์ŠคํŠธ๋‹น 6.4G, .git ์—†์Œ → ๋ฒ„์ „๊ด€๋ฆฌ ์ „ํ˜€ ์•ˆ ๋จ, ๋ฐ˜๋“œ์‹œ ๋ฐฑ์—… ๋Œ€์ƒ)
  • mat-006์—๋Š” smartd(๋””์Šคํฌ SMART ๊ฐ์‹œ) ์ถ”๊ฐ€ ์šด์˜
  • haproxy/์ปค์Šคํ…€ ์ธ์ฆ์„œ ์—†์Œ

 

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(2-4. mat-101 / 102 / 103 / 201 / 202 (GPU ์ปดํ“จํŠธ))

  • mat-101: vllm-gemma4.service 3์ฃผ์งธ FAILED(exit 203) ์ƒํƒœ → ์‹ค์ œ๋กœ๋Š” ์•ˆ ๋Œ๊ณ  ์žˆ์Œ, ๋ฐฑ์—… ์šฐ์„ ์ˆœ์œ„ ์ œ์™ธ ๊ฐ€๋Šฅ
  • mat-102: vllm-qwen ์ •์ƒ ์šด์˜ ์ค‘
  • mat-103: Slurm ์ปดํ“จํŠธ ๋…ธ๋“œ๋งŒ, ํŠน์ด์‚ฌํ•ญ ์—†์Œ
  • mat-201/202: Ceph mon/mgr/mds ์—ญํ•  ๊ฒธํ•จ, mat-202๋Š” osd.153 ๋ณด์œ 
  • mat-201 /home/anseong.park: test.sh, gpu_usage.log ๋“ฑ ์†Œ๊ทœ๋ชจ ๊ฐœ์ธ ์Šคํฌ๋ฆฝํŠธ/๋กœ๊ทธ (์ˆ˜์‹ญKB~MB) → ๋ฐฑ์—… ๋Œ€์ƒ
  • mat-202 /home/anseong.park/0.openmm_test: ๋ถ„์ž๋™์—ญํ•™ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ๊ฒฐ๊ณผ๋ฌผ(checkpoint, ๊ถค์ , ๋กœ๊ทธ ๋“ฑ)
    ๋กœ์ปฌ ๋””์Šคํฌ ์ „์šฉ, CephFS ๋ฏธ์‚ฌ์šฉ, ์ง€๊ธˆ๊นŒ์ง€ ๋ฐฑ์—… ๊ณ„ํš์— ์—†๋˜ ๊ฐœ์ธ ์—ฐ๊ตฌ๋ฐ์ดํ„ฐ
    => ๋ฐ˜๋“œ์‹œ ๋ฐฑ์—… ๋Œ€์ƒ (miniconda3 ํ™˜๊ฒฝ ์ž์ฒด๋Š” ์žฌ์„ค์น˜ ๊ฐ€๋Šฅํ•˜๋ฏ€๋กœ ์ œ์™ธํ•ด๋„ ๋จ)
  • haproxy/์ปค์Šคํ…€ ์ธ์ฆ์„œ ์ „๋ถ€ ์—†์Œ

 

=====================================================================

[3. ํด๋Ÿฌ์Šคํ„ฐ ๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€ (Ceph ๊ธฐ๋ฐ˜, mat ๋ผ์ธ ์ „์ฒด ๊ณตํ†ต)]

์ด๋ฏธ Ceph ๋ณต์ œ๋กœ ๋ณดํ˜ธ๋˜๊ณ  ์žˆ์–ด ํ˜ธ์ŠคํŠธ๋ณ„ ๋ฐ˜๋ณต ์กฐ์‚ฌ ๋ถˆํ•„์š”. ์Šค๋ƒ…์ƒท/๋ฒ„ํ‚ท ๋ฐ˜์ถœ๋งŒ ํ•˜๋ฉด ๋จ.

 

> CephFS ๋งˆ์šดํŠธ ์ „์ฒด ์šฉ๋Ÿ‰

๊ฒฝ๋กœ ์‚ฌ์šฉ ์ค‘ ์ „์ฒด ์šฉ๋„
/data/ssd 4.84TB 5.7TB DB/๊ฒ€์ƒ‰์—”์ง„/์„œ๋น„์Šค ๋ฐ์ดํ„ฐ
/data/hdd 73.1TB 83.1TB ์‚ฌ์šฉ์ž ๋Œ€์šฉ๋Ÿ‰ ์—ฐ๊ตฌ ๋ฐ์ดํ„ฐ
/data/nvme 2.96TB 11.1TB ๊ณ ์† ์ธ๋ฑ์Šค/์ปจํ…Œ์ด๋„ˆ ๋Ÿฐํƒ€์ž„
/cephfs 0 (๋ฏธ์‚ฌ์šฉ) 73.5TB ๋ ˆ๊ฑฐ์‹œ, ์‚ฌ์‹ค์ƒ ์‚ฌ์šฉ ์•ˆ ํ•จ


> /data/ssd ํ•˜์œ„ ๋””๋ ‰ํ† ๋ฆฌ

๋””๋ ‰ํ† ๋ฆฌ ์šฉ๋Ÿ‰ ๋‚ด์šฉ
elasticsearch/ 791GiB mat-es-cluster(mat-002~006 5๋…ธ๋“œ) ๋ฐ์ดํ„ฐ
users/ 997GiB ์‚ฌ์šฉ์ž ์ž‘์—… ๋””๋ ‰ํ† ๋ฆฌ (gpuusers ๊ทธ๋ฃน)
postgresql/ 34GB PostgreSQL ๋ฐ์ดํ„ฐ (mat-002 ์†Œ์†)
mongo/ 916MiB MongoDB ๋ฐ์ดํ„ฐ (mat-002 ์†Œ์†)
aem_subset/ 5.4GB AEM ์„œ๋ธŒ์…‹ ๋ฐ์ดํ„ฐ
automol_subset/ 1.8GB Automol ์„œ๋ธŒ์…‹ ๋ฐ์ดํ„ฐ
redis/ 204KB Redis ๋ฐ์ดํ„ฐ
llm-model/ (์ œ์™ธ) AI ๋ชจ๋ธ ์—”์ง„ - ๋ฐฑ์—… ๋Œ€์ƒ ์•„๋‹˜
backup_staging/ 118MB ์ด๋ฒˆ ์ž‘์—…์œผ๋กœ ์ƒ์„ฑํ•œ ๋ฐฑ์—… ์Šคํ…Œ์ด์ง• ํด๋”


> /data/hdd ํ•˜์œ„ ๋””๋ ‰ํ† ๋ฆฌ

๋””๋ ‰ํ† ๋ฆฌ ์šฉ๋Ÿ‰ ๋‚ด์šฉ
users/ 37TiB ์‚ฌ์šฉ์ž ๋Œ€์šฉ๋Ÿ‰ ๋ฐ์ดํ„ฐ (์—ฐ๊ตฌ/๊ณ„์‚ฐ ๊ฒฐ๊ณผ๋ฌผ)


> /data/nvme ํ•˜์œ„ ๋””๋ ‰ํ† ๋ฆฌ

๋””๋ ‰ํ† ๋ฆฌ ์šฉ๋Ÿ‰ ๋‚ด์šฉ
podman/ 1.5TiB ์ปจํ…Œ์ด๋„ˆ ์‹ค ๋ฐ์ดํ„ฐ (mat-001 ES/Kibana ๋“ฑ)
users/  954MiB ์‚ฌ์šฉ์ž ๊ณ ์† ์Šคํฌ๋ž˜์น˜
elasticsearch-nvme/ 0B ๋ฏธ์‚ฌ์šฉ ๊ตฌ ๊ฒฝ๋กœ


> RGW(S3) ๋ฒ„ํ‚ท๋ณ„ ์šฉ๋Ÿ‰

๋ฒ„ํ‚ท๋ช… ์šฉ๋Ÿ‰ ๋‚ด์šฉ
automol2 2.26TB Automol ๋ฉ”์ธ ๋ฐ์ดํ„ฐ (quota 2.8TB)
eco 590GB eco ํ”„๋กœ์ ํŠธ
migration-aem-automol-elasticsearch 401GB AEM-Automol ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜ ES ๋คํ”„
aem 218GB AEM ํ”„๋กœ์ ํŠธ
automol 1.97GB Automol ์ดˆ๊ธฐ ๋ฐ์ดํ„ฐ
automol-v2 103MB Automol v2
migration-aem-automol-mongodb 69MB Mongo ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜ ๋คํ”„
migration-aem-automol-postgres 32MB Postgres ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜ ๋คํ”„
automol2-public 4KB ์‚ฌ์‹ค์ƒ ๋นˆ ์ƒํƒœ
automol-dev 0 (์ถ”์ •) ๋น„์–ด์žˆ์Œ


> ์ „์ฒด 10๊ฐœ ํ˜ธ์ŠคํŠธ ๋กœ์ปฌ ๋ฃจํŠธ ๋””์Šคํฌ(/) ์‚ฌ์šฉ๋Ÿ‰

ํ˜ธ์ŠคํŠธ ํฌ๊ธฐ ์‚ฌ์šฉ ๋น„๊ณ 
mat-001 429G  203G  
mat-002 429G 306G(72%) home/delete/dev 163G ํฌํ•จ — 10๊ฐœ ํ˜ธ์ŠคํŠธ ์ค‘ ๊ฐ€์žฅ ์—ฌ์œ  ์—†์Œ
mat-003 429G 36G  
mat-004 429G 40G  
mat-005 429G 36G  
mat-006 429G 37G  
mat-101 3.5T 50G  
mat-102 3.5T 66G  
mat-103 3.5T 41G  
mat-201 3.5T 46G  
mat-202 3.5T 58G  

* CephFS ๋งˆ์šดํŠธ์€ ์ „ ํ˜ธ์ŠคํŠธ ๊ณต์œ  ์ž์›์ด๋ผ ์ด ํ‘œ์—์„œ ์ œ์™ธ)

 

=====================================================================

[4. ๋ฐฑ์—… ๋Œ€์ƒ์—์„œ ์ œ์™ธ (์žฌ์ƒ์„ฑ ๊ฐ€๋Šฅ, ์บ์‹œ์„ฑ ๋ฐ์ดํ„ฐ)]

  • mat-101/102 /root/.cache/pip, /root/.cache/vllm, /root/.cache/flashinfer (vLLM ์ปดํŒŒ์ผ/๋ชจ๋ธ ์บ์‹œ)
  • ์ „ ํ˜ธ์ŠคํŠธ /opt/nvidia/nsight-*, /opt/python, /opt/gpu-installer-files (์„ค์น˜ ๋ฐ”์ด๋„ˆ๋ฆฌ, ์žฌ์„ค์น˜ ๊ฐ€๋Šฅ)
  • mat-202 /home/anseong.park/miniconda3, .conda, .cache (์žฌ์„ค์น˜ ๊ฐ€๋Šฅํ•œ ํ™˜๊ฒฝ)
  • llm-model/ (AI ๋ชจ๋ธ ์—”์ง„ ์›๋ณธ - ๋ณ„๋„ ๊ด€๋ฆฌ)

 

=====================================================================

[5. ๋ฐฑ์—… ์ฒดํฌ๋ฆฌ์ŠคํŠธ (์šฐ์„ ์ˆœ์œ„ ์ˆœ)]

[x] mat-001 MariaDB ์ „์ฒด ๋คํ”„ ์™„๋ฃŒ (118M, /data/ssd/backup_staging/mariadb/)
[x] ์ „์ฒด 10๊ฐœ ํ˜ธ์ŠคํŠธ SSH ์ „์ˆ˜์กฐ์‚ฌ (์„œ๋น„์Šค/haproxy/์ธ์ฆ์„œ/๋””์Šคํฌ/lsblk/podman ๋งˆ์šดํŠธ) ์™„๋ฃŒ
[x] mat-002 Redis ์‹ค์ œ ๋ฐ์ดํ„ฐ ํŒŒ์ผ ๊ฒฝ๋กœ ํ™•์ธ ์™„๋ฃŒ (/var/lib/redis/dump.rdb, appendonly.aof)
[x] ์ „ ํ˜ธ์ŠคํŠธ ์ธ์ฆ์„œ/TLS ์œ ๋ฌด ํ™•์ธ ์™„๋ฃŒ (์ „๋ถ€ ์—†์Œ)
[ ] mat-002 PostgreSQL(dev_aem, 34G) ๋คํ”„ ๋ฏธ์™„๋ฃŒ - pg_dump/pg_basebackup (์ตœ์šฐ์„ )
[ ] mat-002 MongoDB(919M) ๋คํ”„ ๋ฏธ์™„๋ฃŒ - mongodump
[ ] mat-002 Redis(204K) ๋คํ”„ ๋ฏธ์™„๋ฃŒ - BGSAVE ํ›„ ๋ณต์‚ฌ
[ ] mat-002 AEM ์ฝ”๋“œ+jar(13G) ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - /home/delete/aem/ ์ „์ฒด rsync
[ ] mat-002 /home/delete/dev(163G, pubchem 143G ํฌํ•จ) ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - โ˜…์ตœ์šฐ์„ , Ceph ๋ฏธ๋ณต์ œ ์˜์—ญ
[ ] mat-002 haproxy/aem-manual ์„ค์ • ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - /etc/haproxy/haproxy.cfg, /etc/aem-manual/*
[ ] mat-001/003/004/005/006 dev/automol(ํ˜ธ์ŠคํŠธ๋‹น 6~8G) ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - .git ์—†์Œ, 5๊ฐœ ํ˜ธ์ŠคํŠธ ์ „๋ถ€
[ ] mat-202 /home/anseong.park/0.openmm_test ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - ๋ถ„์ž๋™์—ญํ•™ ์—ฐ๊ตฌ๋ฐ์ดํ„ฐ
[ ] mat-201 /home/anseong.park(์Šคํฌ๋ฆฝํŠธ/๋กœ๊ทธ) ๋ฐฑ์—… ๋ฏธ์™„๋ฃŒ - ์šฉ๋Ÿ‰ ์ž‘์Œ
[ ] mat-001 Elasticsearch(mat-es-podman-nvme) ์Šค๋ƒ…์ƒท ๋ฏธ์™„๋ฃŒ - elasticsearch.yml path.repo ์„ค์ • ํ•„์š” + ์žฌ์‹œ์ž‘
[ ] mat-002~006 Elasticsearch(mat-es-cluster, 5๋…ธ๋“œ) ์Šค๋ƒ…์ƒท ๋ฏธ์™„๋ฃŒ - ๋ฆฌํฌ์ง€ํ† ๋ฆฌ 1๊ณณ๋งŒ ์„ค์ •ํ•˜๋ฉด 5๋…ธ๋“œ ์ „์ฒด ์ปค๋ฒ„
[ ] Kibana ๋ฐ์ดํ„ฐ ๋ฐฑ์—…  ๋ฏธ์™„๋ฃŒ - ์šฉ๋Ÿ‰ ํ™•์ธ ํ•„์š”
[ ] RGW ๋ฒ„ํ‚ท 10๊ฐœ pull   ๋ฏธ์™„๋ฃŒ - rclone/s3cmd
[ ] CephFS ์Šค๋ƒ…์ƒท(/ssd, /hdd, /nvme) ๋ฏธ์™„๋ฃŒ - ์œ„ ํ•ญ๋ชฉ ์ „๋ถ€ ๋๋‚œ ๋’ค ์ง„ํ–‰
[ ] ์™ธ๋ถ€(Ceph ๋…๋ฆฝ) ์œ„์น˜๋กœ rsync ๋ฐ˜์ถœ ๋ฏธ์™„๋ฃŒ - ์ „์ฒด ์ž‘์—…์˜ ๋งˆ์ง€๋ง‰ ๋‹จ๊ณ„

 

=====================================================================

[6. ์กฐ์‚ฌ ์ค‘ ๋ฐ”๋กœ์žก์€ ์‚ฌํ•ญ (์ฐธ๊ณ ์šฉ)]

  • /data/ssd/postgresql, /data/ssd/mongo → mat-001 ์•„๋‹Œ mat-002 ์†Œ์†์œผ๋กœ ์ •์ • (CephFS๋ผ ์—ฌ๋Ÿฌ ํ˜ธ์ŠคํŠธ์—์„œ ๋ณด์˜€์Œ)
  • /data/ssd/elasticsearch(791GiB) → mat-001 ๋‹จ๋… ์ธ์Šคํ„ด์Šค๊ฐ€ ์•„๋‹ˆ๋ผ mat-002~006 5๋…ธ๋“œ ํด๋Ÿฌ์Šคํ„ฐ(mat-es-cluster)๋กœ ์ •์ • (mat-001์˜ ES๋Š” NVMe์˜ ๋ณ„๋„ ํด๋Ÿฌ์Šคํ„ฐ mat-es-podman-nvme)
  • mat-101 vllm-gemma4.service๋Š” "์„ค์น˜๋˜์–ด ์žˆ์Œ"์ผ ๋ฟ ์‹ค์ œ๋กœ๋Š” 3์ฃผ์งธ ์‹คํŒจ ์ƒํƒœ๋กœ ์ •์ •
    => "๋Œ๊ณ  ์žˆ๋Š” ์„œ๋น„์Šค"๋กœ ์ฐฉ๊ฐํ•˜๋ฉด ์•ˆ ๋จ. ๋ฐฑ์—… ์šฐ์„ ์ˆœ์œ„์—์„œ ์ œ์™ธ ๊ฐ€๋Šฅ.