AWS Big Data

MARCH 10, 2023

Since the deluge of big data over a decade ago, many organizations have learned to build applications to process and analyze petabytes of data. Data lakes have served as a central repository to store structured and unstructured data at any scale and in various formats.

Data Lake 98

Data Lake Sales Data Warehouse Snapshot 98

AWS Big Data

MARCH 23, 2023

Large organizations often have lines of businesses (LoBs) that operate with autonomy in managing their business data. It makes sharing data across LoBs non-trivial. These organizations have adopted a federated model, with each LoB having the autonomy to make decisions on their data. We’d love to hear your feedback!

Interactive 66

Interactive Snapshot Data Lake Software 66

AWS Big Data

SEPTEMBER 13, 2023

A modern data architecture is an evolutionary architecture pattern designed to integrate a data lake, data warehouse, and purpose-built stores with a unified governance model. Of those tables, some are larger (such as in terms of record volume) than others, and some are updated more frequently than others.

Data Lake 87

Data Lake Data Processing Metadata Snapshot 87

AWS Big Data

FEBRUARY 1, 2023

With data volumes exhibiting a double-digit percentage growth rate year on year and the COVID pandemic disrupting global logistics in 2021, it became more critical to scale and generate near-real-time data. The response times for these data sources are critical to our key stakeholders.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

AWS Big Data

JULY 28, 2023

By creating visual representations of data flows, organizations can gain a clear understanding of the lifecycle of personal data and identify potential vulnerabilities or compliance gaps. Note that putting a comprehensive data strategy in place is not in scope for this post. However, this is beyond the scope of this post.

Snapshot 79

Snapshot Metadata Measurement Data Warehouse 79

AWS Big Data

MARCH 18, 2024

With these new attributes, you are able to build a segmentation model to identify distinct groups of customers that you can target with personalized messaging. This data is available to subscribe to on AWS Data Exchange—and with data sharing, you don’t need to pay to store a copy of it in your account in order to query it.

Data Warehouse 78

Data Warehouse Visualization Snapshot Data-driven 78

AWS Big Data

JUNE 21, 2023

In traditional databases, we would model such applications using a normalized data model (entity-relation diagram). A typical ask for this data may be to identify sales trends as well as sales growth on a yearly, monthly, or even daily basis. We discuss data model design for both NoSQL databases and SQL data warehouses.

Data Warehouse 76

Data Warehouse Data Lake OLAP Cost-Benefit 76