Cloudera

NOVEMBER 27, 2023

Earlier this month (November 6 through 8, 2023) a few hundred Apache Flink enthusiasts descended upon a Hyatt Regency Lake near Seattle for the annual Flink Forward conference. For now, Flink plus Iceberg is the compute plus storage solution for streaming data. Flink is, relatively speaking, a newer technology.

Advertising 84

Advertising Data Lake Data Warehouse ROI 84

AWS Big Data

MAY 17, 2023

During that same time, AWS has been focused on helping customers manage their ever-growing volumes of data with tools like Amazon Redshift , the first fully managed, petabyte-scale cloud data warehouse. One group performed extract, transform, and load (ETL) operations to take raw data and make it available for analysis.

Data Warehouse 126

Data Warehouse Cost-Benefit Sales Data-driven 126

AWS Big Data

MARCH 10, 2023

They enable transactions on top of data lakes and can simplify data storage, management, ingestion, and processing. These transactional data lakes combine features from both the data lake and the data warehouse. Data can be organized into three different zones, as shown in the following figure.

Data Lake 122

Data Lake Sales Data Warehouse Snapshot 122

CIO Business Intelligence

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. It isn’t easy.

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

CIO Business Intelligence

JULY 28, 2023

A decentralized approach to data management Data mesh addresses the complexities of scaling data and analytics in a large organization, providing a distributed architecture for data management. It also helps to overcome the challenges of shadow data, which enterprise security policies do not recognize or cover.

Risk 98

Risk Management Data mining Cost-Benefit 98

Smarten

JUNE 1, 2022

The technology research and consulting firm, Gartner predicted that ‘By 2023, 60% of organizations will compose components from three or more analytics solutions to build business applications infused with analytics that connect insights to actions.’. An integrated solution provides single sign-on access to data sources and data warehouses.’.

Data Warehouse 78

Data Warehouse Software Data Architecture Consulting 78

AWS Big Data

MARCH 7, 2024

At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. With this massive data growth, data proliferation across your data stores, data warehouse, and data lakes can become equally challenging.

Data Lake 131

Data Lake Analytics Dashboards Metrics 131

AWS Big Data

JULY 21, 2023

This leads to having data across many instances of data warehouses and data lakes using a modern data architecture in separate AWS accounts. We recently announced the integration of Amazon Redshift data sharing with AWS Lake Formation. S3 data lake – Contains the web activity and leads datasets.

Data Lake 98

Data Lake Data Warehouse Marketing Management 98

AWS Big Data

OCTOBER 1, 2024

Performance was tested on a Redshift serverless data warehouse with 128 RPU. In our testing, the dataset was stored in Amazon S3 in Parquet format and AWS Glue Data Catalog was used to manage external databases and tables. He works on the intersection of data lakes and data warehouses.

Data Lake 115

Data Lake Statistics Broadcasting Optimization 115

Cloudera

MARCH 17, 2023

As the use of ChatGPT becomes more prevalent, I frequently encounter customers and data users citing ChatGPT’s responses in their discussions. I love the enthusiasm surrounding ChatGPT and the eagerness to learn about modern data architectures such as data lakehouses, data meshes, and data fabrics.

Unstructured Data 64

Unstructured Data Data Lake Data Warehouse Machine Learning 64

AWS Big Data

NOVEMBER 15, 2023

The dashboards, which offer a holistic view together with a variety of cost and BMW Group-related dimensions, were successfully launched in May 2023 and became accessible to users within the BMW Group. The difference lies in when and where data transformation takes place.

Dashboards 111

Dashboards Analytics Metadata Data Warehouse 111

AWS Big Data

MARCH 28, 2023

In a data warehouse, a dimension is a structure that categorizes facts and measures in order to enable users to answer business questions. employee" where delete_flag=true and date_format(CAST(end_date AS date),'%Y/%m') ='2023/03' Note: Update the correct database name from the CloudFormation output before running the above query.

Data Lake 101

Data Lake Testing Snapshot Sales 101

AWS Big Data

JULY 31, 2024

In the current industry landscape, data lakes have become a cornerstone of modern data architecture, serving as repositories for vast amounts of structured and unstructured data. Later, we use an AWS Glue exchange, transform, and load (ETL) job for batch processing of CDC data from the S3 raw data lake.

Data Lake 116

Data Lake Marketing Data Processing Management 116

CIO Business Intelligence

MARCH 26, 2024

Meanwhile, under the third prong of zero trust, Huawei stated the need to build “multi-layer in-depth defense” to ensure service and data security. “As As digitalisation expands, so do the vulnerabilities of every data point and network connection,” Mr. Cao explained. “In

Strategy 59

Strategy Uncertainty Finance Data Warehouse 59

CIO Business Intelligence

SEPTEMBER 21, 2023

To make all this possible, the data had to be collected, processed, and fed into the systems that needed it in a reliable, efficient, scalable, and secure way. Data warehouses then evolved into data lakes, and then data fabrics and other enterprise-wide data architectures.

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

IBM Big Data Hub

FEBRUARY 19, 2024

In 2023, the global data monetization market was valued at USD 3.5 A data monetization capability built on platform economics can reach its maximum potential when data is recognized as a product that is either built or powered by AI. billion, and experts project it to reach USD 14.4 from 2024 to 2032.

Cost-Benefit 63

Cost-Benefit Data-driven Optimization Marketing 63

Jet Global

JULY 28, 2023

Make sure your data environment is good-to-go. Meaning, the solutions you think about should mesh with your current data architecture. Use independent industry resources, such as the 2023 Wisdom of Crowds® Business Intelligence Market Study report. Plan how you will deliver and iterate these within your application.

Analytics 52

Analytics Software Business Intelligence Reporting 52

AWS Big Data

APRIL 29, 2025

While enabling organization-wide efficiency, the team also applied these principles to the data architecture, making sure that CLEA itself operates frugally. After evaluating various tools, we built a serverless data transformation pipeline using Amazon Athena and dbt. However, our initial data architecture led to challenges.

Data Transformation 54

Data Transformation Cost-Benefit Testing Data Lake 54