Pipeline Live View
dhub 아키텍처 모니터
Collection samsung-erp-poc · collection.samsung-erp-poc-001
All systems operational
Datasets
15
50.4M rows · 4.9 GB
Active Agents
8
6 detectors + 1 orchestrator + 1 LLM
Knowledge Docs
281
2 collections · all indexed
API Calls (24h)
14,872
평균 응답 312ms
데이터 흐름 (3D)
파티클이 노드 사이를 흘러가며 N-ERP/MES → dhub Manager → Knowledge → Agents → Outputs 흐름 표현
🖱️ 드래그 회전 · 휠 줌 · 파티클이 노드 사이를 흐르며 데이터 이동 표현
정형 (ERP/MES/SCM)
비정형 (ECO/Docs)
dhub Manager
dhub Agent
Ontology Activity
지금 어떤 agent 가 어떤 entity 를 traverse 중인지 라이브
classifications today
2,847
다음 trace 대기 중...
Material
50KSupplier
500ECO
5KBOM
200KCompany (LE)
8Customer
5KDemandForecast
1.1MPurchaseOrder
5.0MProductionOrder
3.0MSalesOrder
10.0MInventoryMovement
25.0MInventorySnapshot
6.0MDatasets (15)
dim_bom
199.9K rows9.2 MB
dim_calendar
731 rows0.0 MB
dim_company
8 rows0.0 MB
dim_customer
5.0K rows0.3 MB
dim_eco
5.0K rows0.3 MB
dim_plant
15 rows0.0 MB
dim_product
50.0K rows4.3 MB
dim_supplier
500 rows0.0 MB
dim_warehouse
68 rows0.0 MB
fact_demand_forecast
1.1M rows72.5 MB
fact_inventory_movement
25.0M rows2503.4 MB
fact_inventory_snapshot
6.0M rows636.8 MB
fact_production_order
3.0M rows333.1 MB
fact_purchase_order
5.0M rows465.8 MB
fact_sales_order
10.0M rows979.2 MB
Agents (8)
forecast-bias-detectorsql
Forecast vs actual 갭 분석
last: 08:0024h 검출 23건
moq-overorder-detectorsql
PO ↔ supplier MOQ 조인
last: 08:0524h 검출 11건
eol-delay-detectorsql
EOL 이후 PO/PROD 검출
last: 08:1024h 검출 7건
eco-leftover-detectorsql+rag
ECO 적용 후 R3 GR 검출 + Knowledge 인용
last: 08:1524h 검출 14건
cross-le-imbalance-detectorsql
법인별 재고 분산 통계
last: 08:2024h 검출 19건
order-cancel-detectorsql
Sales cancelled_flag 비율
last: 08:2524h 검출 9건
slow-inventory-orchestratorworkflow
위 6개 호출 + 결과 통합
last: 08:3024h 검출 0건
korean-explanation-llmllm
분석 결과를 한국어 자연어로 설명 (Claude Sonnet)
last: 08:3124h 검출 47건
Live API Calls
dhub Manager / Knowledge / Agent 실시간 호출 로그
streaming
08:31:42POST/api/v1/datasets/{id}/table/query200347ms
08:31:38POST/api/v1/agents/forecast-bias-detector/invoke2001247ms
08:31:31GET/api/v1/datasets/fact_demand_forecast/table20089ms
08:31:25POST/api/v1/knowledges/samsung-eco-docs/documents/{id}/indexing/doc20245ms
08:31:18POST/api/v1/datasets/{id}/upload?mode=append&format=parquet2002156ms