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FinOps:自动化 Unity 目录成本可观察性、数据隔离和治理框架.pdf

上传人: Fl****zo 编号:718679 2025-06-22 14页 1.36MB

1、FinOps:Automated Unity Catalog Cost Observability,Data Isolation and Governance FrameworkDylan Ford and Brian SokolJune 10,2025Intro to Aimpoint Digital2A recognized,global team of data expertsAimpoint Digital is a leader in analytics,data engineering,operations research,and AI.We have deep&diverse

2、experience working with clients to transform data challenges into market advantages across a variety of industries and functions.2024,2025Databricks Partner of the YearDigital Native70+Databricks Certifications2(of 60)Databricks MVPs Dylan FordDatabricks Practice LeadDatabricks MVP7+years experience

3、 in managing and implementing DatabricksRanked#295 out of 5,000 organizations in growthRanked#3 best small workplaces in US(Fortune)Ranked#37 fastest-growing company in Southeast US2022,2023,2024 best workplacesIntro to Westat3Improving lives through researchDedicated to work that has a positive imp

4、act on individuals and society.We provide the highest quality research for data-driven solutions to health,education,and social policy challenges.We are problem solvers committed to innovation,transparency,and teamwork.Brian SokolVP Data Architecture&EngineeringA leader in data management and techno

5、logy delivery for public policy research and technical assistance initiatives.Over the past 23 years,he has developed project and enterprise levels systems for collecting,analyzing,and disseminating data related to housing and homelessness,disability,workforce development,public health,Veterans serv

6、ices,international development,and education.100%employee owned200+statisticians,data scientists,data engineersData science ethos driven by rigor,integrity,qualitySample ProjectsNAEP measures national student performanceWestat helps stakeholders improve U.S.education through advanced analyticsCompre

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本文介绍了Aimpoint Digital和Westat两家公司通过实施FinOps(金融运营)框架,实现自动化治理、成本可视化和优化。关键点如下: 1. Aimpoint Digital:一家全球领先的数据分析、工程和AI公司,拥有70+ Databricks认证和2名MVPs,连续三年被评为最佳工作场所。 2. Westat:致力于通过研究改善个人和社会生活的公司,拥有200+统计学家、数据科学家和工程师。 3. 初始挑战:数据隔离、项目启动困难、成本跟踪问题以及严格治理下保持数据隔离的需求。 4. FinOps解决方案:通过自动化减少手动流程,实现准确、可观察的成本跟踪,最小化浪费支出并最大化性能。 5. 结果:实现安全访问、成本追溯、创新加速,利用Databricks功能降低成本,并推出WESLYTICS项目。 6. 前瞻性声明:本文包含的前瞻性声明存在不确定性,不应被视为未来表现的保证。
"如何实现项目成本自动化监控?" "FinOps框架如何助力数据治理?" "Databricks如何优化项目成本?"
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