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Published on
2026년 4월 15일
데이터·AI FinOps 2025 완전 정복: Snowflake·Databricks·BigQuery 비용 해부, 웨어하우스 튜닝으로 50% 절감, LLM·GPU 비용 관리, Reserved vs On-Demand, Showback·Chargeback, OpenCost·Vantage·CloudZero 비교, 탄소발자국
finops data-cost snowflake-cost databricks-cost bigquery-cost llm-cost gpu opencost vantage cloudzero cost-optimization sustainability
2025년 데이터·AI 조직의 생존을 좌우하는 FinOps의 모든 것. Snowflake·Databricks·BigQuery 비용 구조 해부, 웨어하우스 튜닝으로 50% 절감 실전 기법, Storage 계층화와 Iceberg 절감, Reserved Capacity vs On-Demand 선택, LLM·GPU 클러스터 비용 관리, OpenCost·Vantage·CloudZero 도구 비교, Showback·Chargeback 실전, 탄소발자국·Green FinOps, 그리고 2025년 경기 불황 속 데이터팀 예산 생존 전략까지. Season 5 Ep 11.

Cloudzero

cloudzero (1)

데이터·AI FinOps 2025 완전 정복: Snowflake·Databricks·BigQuery 비용 해부, 웨어하우스 튜닝으로 50% 절감, LLM·GPU 비용 관리, Reserved vs On-Demand, Showback·Chargeback, OpenCost·Vantage·CloudZero 비교, 탄소발자국