AWS Big Data

NOVEMBER 26, 2024

Data architecture has evolved significantly to handle growing data volumes and diverse workloads. Initially, data warehouses were the go-to solution for structured data and analytical workloads but were limited by proprietary storage formats and their inability to handle unstructured data.

Metadata 105

Metadata Data Lake Snapshot Data Warehouse 105

AWS Big Data

OCTOBER 14, 2024

Enterprise data is brought into data lakes and data warehouses to carry out analytical, reporting, and data science use cases using AWS analytical services like Amazon Athena , Amazon Redshift , Amazon EMR , and so on. Then, invoke the model.

Metadata 105

Metadata Data Lake Modeling Data Warehouse 105

AWS Big Data

DECEMBER 4, 2024

With this new functionality, customers can create up-to-date replicas of their data from applications such as Salesforce, ServiceNow, and Zendesk in an Amazon SageMaker Lakehouse and Amazon Redshift. SageMaker Lakehouse gives you the flexibility to access and query your data in-place with all Apache Iceberg compatible tools and engines.

Data Integration 115

Data Integration Data Lake Statistics Data-driven 115

David Menninger's Analyst Perspectives

OCTOBER 31, 2024

I previously wrote about the importance of open table formats to the evolution of data lakes into data lakehouses. The concept of the data lake was initially proposed as a single environment where data could be combined from multiple sources to be stored and processed to enable analysis by multiple users for multiple purposes.

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Data Lake Unstructured Data Data Warehouse Software 130

AWS Big Data

NOVEMBER 7, 2024

Amazon Redshift is a fully managed, AI-powered cloud data warehouse that delivers the best price-performance for your analytics workloads at any scale. With over 85,000 queries executed in preview, Amazon Redshift announced the general availability in September 2024. Choose Run all on each notebook tab.

Metadata 105

Metadata Sales Data Warehouse Optimization 105

AWS Big Data

DECEMBER 20, 2024

Amazon Q data integration , introduced in January 2024, allows you to use natural language to author extract, transform, load (ETL) jobs and operations in AWS Glue specific data abstraction DynamicFrame.

Data Integration 105

Data Integration Visualization Data Processing Big Data 105

AWS Big Data

DECEMBER 9, 2024

This approach has been widely used in data warehouses to track changes in various dimensions such as customer information, product details, and employee data. In the example of the previous section, heres what the SCD Type-2 looks like assuming the update operation is performed on December 11, 2024.

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Snapshot Data Warehouse Data Lake Data Quality 64

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. availability. show() The snapshots that have expired show the latest snapshot ID as null.

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Data Lake Snapshot Metadata Optimization 98

AWS Big Data

AUGUST 21, 2024

The current scaling approach of Amazon Redshift Serverless increases your compute capacity based on the query queue time and scales down when the queuing reduces on the data warehouse. This post also includes example SQLs, which you can run on your own Redshift Serverless data warehouse to experience the benefits of this feature.

Optimization 110

Optimization Data Lake Data Warehouse Cost-Benefit 110

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.

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Data Lake Analytics Dashboards Metrics 131

Data Virtualization

JANUARY 25, 2024

Reading Time: 3 minutes As we head into 2024, it is imperative for data management leaders to look in their rear-view mirrors to assess and, if needed, refine their data management strategies.

Management 59

Management Data Integration Strategy Data Lake 59

Data Virtualization

MARCH 7, 2024

Reading Time: 3 minutes As we move deeper into 2024, it is imperative for data management leaders to look in their rear-view mirrors to assess and, if needed, refine their data management strategies. One thing is clear; if data-centric organizations want to succeed in.

Management 59

Management Data Integration Strategy Data Lake 59

AWS Big Data

SEPTEMBER 5, 2024

Amazon Redshift , a warehousing service, offers a variety of options for ingesting data from diverse sources into its high-performance, scalable environment. Federated queries allow querying data across Amazon RDS for MySQL and PostgreSQL data sources without the need for extract, transform, and load (ETL) pipelines.

IoT 111

IoT Data Warehouse Cost-Benefit Reporting 111

AWS Big Data

JULY 29, 2024

Amazon DataZone is a powerful data management service that empowers data engineers, data scientists, product managers, analysts, and business users to seamlessly catalog, discover, analyze, and govern data across organizational boundaries, AWS accounts, data lakes, and data warehouses.

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Data Warehouse Sales Metadata Publishing 113

Data Virtualization

JANUARY 21, 2025

Reading Time: 2 minutes In 2024, generative AI (GenAI) has entered virtually every sphere of technology. However, companies are still struggling to manage data effectively, to implement GenAI applications that deliver proven business value. Gartner predicts that by the end of this year, 30%.

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Management Data Integration Technology Data Warehouse 52

AWS Big Data

SEPTEMBER 4, 2024

In February 2024, we announced the release of the Data Solutions Framework (DSF) , an opinionated open source framework for building data solutions on AWS. In this post, we demonstrate how to use the AWS CDK and DSF to create a multi-data warehouse platform based on Amazon Redshift Serverless.

Management 69

Management Data Warehouse Data Lake Testing 69

Paul Blogs on BI

MAY 13, 2024

Many BusinessObjects customers now use Cloud based data warehouses or data lakes and Snowflake is one of the most popular solutions chosen. By using the new Web Intelligence as a data source feature, you can dramatically reduce the number of times you would need to query your data warehouse.

Data Warehouse 52

Data Warehouse Data Lake Reporting Dashboards 52

CIO Business Intelligence

APRIL 22, 2024

Il recepimento deve avvenire entro il 17 ottobre 2024 e le imprese sono chiamate, fin da ora, a verificare che i propri sistemi siano “a norma”. Per esempio, “i PoC aiutano a definire i parametri in base ai quali organizzare i data lake o i criteri per la digitalizzazione dei workflow.

Data Lake 105

Data Lake Testing Management IoT 105

CIO Business Intelligence

APRIL 4, 2023

All organizations need an optimized, future-proofed data architecture to move AI forward. Complexity slows innovation Data growth is skyrocketing. One estimate 3 states that by 2024, 149 zettabytes will be created every day: that’s 1.7 MB every second. A zettabyte has 21 zeroes. What does that mean? Want to learn more?

Data Architecture 52

Data Architecture Data Lake Data Warehouse Cost-Benefit 52

Jet Global

JUNE 13, 2022

According to Gartner’s 2021 Core Financial Magic Quadrant , over 50% of the ERP market is expected to be cloud-based by 2024. Questions to consider are: How much data do you need to import? When migrating to the cloud, there are a variety of different approaches you can take to maintain your data strategy.

Reporting 52

Reporting Data Lake Sales Operational Reporting 52

AWS Big Data

MAY 15, 2025

These organizations have a huge demand for lakehouse solutions that combine the best of data warehouses and data lakes to simplify data management with easy access to all data from their preferred engines. Amazon SageMaker Unified Studio , Amazon EMR 7.5.0 and higher, and AWS Glue 5.0

Management 108

Management Data Lake Data Warehouse Big Data 108

AWS Big Data

APRIL 28, 2025

Many organizations turn to data lakes for the flexibility and scale needed to manage large volumes of structured and unstructured data. Recently, NI embarked on a journey to transition their legacy data lake from Apache Hive to Apache Iceberg. NIs leading brands, Top10.com

Data Lake 74

Data Lake Metadata Cost-Benefit Snapshot 74

David Menninger's Analyst Perspectives

JANUARY 23, 2025

Data platforms support and enable operational applications used to run the business, as well as analytic applications used to evaluate the business, including AI, machine learning and generative AI. Regards, Matt Aslett

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Data-driven Unstructured Data Data Lake Marketing 130

CIO Business Intelligence

OCTOBER 21, 2024

La segunda pata está íntimamente relacionada con el gobierno del dato, especialmente con la generación de un data warehouse que permita al usuario interno poner el dato en el centro y generar una dinámica de autoservicio, así como desarrollar una toma de decisiones basada en la analítica mucho más eficiente.

Data Lake 119

Data Lake Data Warehouse Reporting Digital Transformation 119

Jet Global

MARCH 27, 2025

data lakes & warehouses like Cloudera, Google Big Query, etc., Scalability: Your source systems, data volumes, and calculation complexities change as your business evolves. Organisations continuing with SAP BPC even after 2024, will incur the regular software AMC, and the high change request costs.

Finance 52

Finance Reporting Cost-Benefit Forecasting 52