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What is data architecture? A framework to manage data

CIO Business Intelligence

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects.

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Misled by metrics: 7 KPI mistakes IT leaders make

CIO Business Intelligence

As business processes and data architectures grow larger and more complex, many things can go wrong, and finding the root cause can be tricky. To protect against misleading insights, learn to think critically and don’t immediately leap to what seems to be the most obvious conclusion.

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Unlock scalability, cost-efficiency, and faster insights with large-scale data migration to Amazon Redshift

AWS Big Data

Success criteria alignment by all stakeholders (producers, consumers, operators, auditors) is key for successful transition to a new Amazon Redshift modern data architecture. The success criteria are the key performance indicators (KPIs) for each component of the data workflow.

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Align, Engage and Rave: 3 Things I Wish I Knew as Chief Data Officer

Cloudera

Prior to forming the group, it was imperative to understand Cloudera’s corporate strategy: corporate objectives, product strategy, go-to-market strategy, key metrics and KPI. Hear a lively discussion about modern data architectures, with a CDO’s perspective. How very clever. And meet us over booth #1327.

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Power enterprise-grade Data Vaults with Amazon Redshift – Part 1

AWS Big Data

Currently, the lake house paradigm is becoming a major pattern in data warehouse design, even as part of a data mesh architecture. KPI and reporting KPI and reporting tables are designed to meet the specific needs of each customer, so flexibility on their structure is key here.

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Exploring real-time streaming for generative AI Applications

AWS Big Data

Feedback analytics and fine-tuning It’s important for data operation managers and AI/ML developers to get insight about the performance of the generative AI application and the FMs in use. Data streaming enables you to ingest data from a variety of databases across various systems.

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