AWS Big Data

JANUARY 6, 2025

Refer to API Dimensions & Metrics for details. Conclusion In this post, we walked you through the process of using Amazon AppFlow to integrate data from Google Ads and Google Sheets. We demonstrated how the complexities of data integration are minimized so you can focus on deriving actionable insights from your data.

Analytics 98

Analytics Data Warehouse Big Data Metrics 98

CIO Business Intelligence

NOVEMBER 29, 2022

Here, I’ll highlight the where and why of these important “data integration points” that are key determinants of success in an organization’s data and analytics strategy. Layering technology on the overall data architecture introduces more complexity. Data and cloud strategy must align.

Data Architecture 111

Data Architecture Data Integration IoT Data-driven 111

AWS Big Data

SEPTEMBER 7, 2023

This blog post presents an architecture solution that allows customers to extract key insights from Amazon S3 access logs at scale. We will partition and format the server access logs with Amazon Web Services (AWS) Glue , a serverless data integration service, to generate a catalog for access logs and create dashboards for insights.

Metadata 115

Metadata Dashboards Metrics Visualization 115

AWS Big Data

NOVEMBER 28, 2023

We think that by automating the undifferentiated parts, we can help our customers increase the pace of their data-driven innovation by breaking down data silos and simplifying data integration.

Data Warehouse 126

Data Warehouse Data-driven Machine Learning B2B 126

AWS Big Data

FEBRUARY 8, 2023

Vyaire developed a custom data integration platform, iDataHub, powered by AWS services such as AWS Glue , AWS Lambda , and Amazon API Gateway. In this post, we share how we extracted data from SAP ERP using AWS Glue and the SAP SDK. Prahalathan M is the Data Integration Architect at Vyaire Medical Inc.

Testing 107

Testing Data Integration Data Lake Enterprise 107

AWS Big Data

JULY 20, 2023

With data becoming the driving force behind many industries today, having a modern data architecture is pivotal for organizations to be successful. Monitoring Amazon EMR was crucial because it played a vital role in the system for data ingestion, processing, and maintenance.

Data Lake 98

Data Lake Analytics Snapshot Data Quality 98

Cloudera

SEPTEMBER 10, 2024

However, according to The State of Enterprise AI and Modern Data Architecture report, while 88% of enterprises adopt AI, many still lack the data infrastructure and team skilling to fully reap its benefits. In fact, over 25% of respondents stated they don’t have the data infrastructure required to effectively power AI.

Cost-Benefit 52

Cost-Benefit Data Architecture Metrics Measurement 52

Data Virtualization

JANUARY 14, 2022

Reading Time: 3 minutes During a recent house move I discovered an old notebook with metrics from when I was in the role of a Data Warehouse Project Manager and used to estimate data delivery projects. For the delivery a single data mart with.

Data Warehouse 52

Data Warehouse Metrics Data Integration Management 52

AWS Big Data

MARCH 26, 2024

The following figure shows some of the metrics derived from the study. Data ingestion You have to build ingestion pipelines based on factors like types of data sources (on-premises data stores, files, SaaS applications, third-party data), and flow of data (unbounded streams or batch data).

Data Strategy 102

Data Strategy Strategy Data Warehouse Prescriptive Analytics 102

AWS Big Data

JUNE 10, 2024

Since Apache Iceberg is well supported by AWS data services and Cloudinary was already using Spark on Amazon EMR, they could integrate writing to Data Catalog and start an additional Spark cluster to handle data maintenance and compaction. For example, for certain queries, Athena runtime was 2x–4x faster than Snowflake.

Data Lake 126

Data Lake Metadata Snapshot Analytics 126

AWS Big Data

FEBRUARY 26, 2025

Amazon SageMaker Lakehouse provides an open data architecture that reduces data silos and unifies data across Amazon Simple Storage Service (Amazon S3) data lakes, Redshift data warehouses, and third-party and federated data sources. With AWS Glue 5.0, AWS Glue 5.0 AWS Glue 5.0 Apache Iceberg 1.6.1,

Analytics 62

Analytics Data Lake Metadata Data Warehouse 62

Alation

JANUARY 25, 2022

In a practical sense, a modern data catalog should capture a broad array of metadata that also serves a broader array of consumers. In concrete terms, that includes metadata for a broad array of asset classes, such as BI reports, business metrics, business terms, domains, functional business processes, and more. Simply put?

Metadata 52

Metadata IT Data-driven Metrics 52

IBM Big Data Hub

JULY 7, 2023

Business analytics: Data and insights help knowledge workers make informed decisions and find new opportunities. While Big Data and artificial intelligence (AI) provide the numbers, knowledge workers are key to understanding them. The aim is to break down silos between departments with better data management and integration.

Cost-Benefit 64

Cost-Benefit Consulting Management Data-driven 64

CIO Business Intelligence

FEBRUARY 20, 2023

To earn the Salesforce Data Architect certification , candidates should be able to design and implement data solutions within the Salesforce ecosystem, such as data modelling, data integration and data governance. This credential proves that you can design, build, and implement Service Cloud functionality.

B2B 87

B2B Consulting Sales Cost-Benefit 87

Andrew White

JANUARY 9, 2022

This is the same for scope, outcomes/metrics, practices, organization/roles, and technology. Check this out: The Foundation of an Effective Data and Analytics Operating Model — Presentation Materials. Most of D&A concerns and activities are done within EA in the Info/Data architecture domain/phases.

Analytics 64

Analytics Measurement Data-driven Modeling 64

Jet Global

MAY 1, 2023

As a result, end users can better view shared metrics (backed by accurate data), which ultimately drives performance. When treating a patient, a doctor may wish to study the patient’s vital metrics in comparison to those of their peer group. Visual Analytics Users are given data from which they can uncover new insights.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

CIO Business Intelligence

FEBRUARY 25, 2025

CIOs must be able to turn data into value, Doyle agrees. Most organizations are currently at the data integration, data governance, and data strategy level, so they need to hire the right CIO to advance those areas. Stories and metrics matter. Interviewers are trying to mitigate risk when they hire.

Uncertainty 126

Uncertainty Cost-Benefit Data-driven Marketing 126

CIO Business Intelligence

MAY 7, 2025

Yet, the study shows that 68% of CEOs see an integrated, enterprise-wide data architecture as critical for cross-functional collaboration, and 72% view their proprietary data as the key to unlocking generative AIs value. Data issues are a top AI bottleneck, according to a Deloitte research.

ROI 66

ROI Data-driven Data Architecture Reporting 66

DataKitchen

JANUARY 23, 2023

On the other hand, DataOps Observability refers to understanding the state and behavior of data as it flows through systems. It allows organizations to see how data is being used, where it is coming from, and how it is being transformed. Are problems with data tests? Data lineage does not directly improve data quality.

Testing 130

Testing Data Quality Data Governance Data-driven 130

Jet Global

MAY 9, 2025

The Challenge of Capturing Human Input Modern data architectures, like Microsoft Fabric, excel in collecting and processing system-generated data. Whether transactional data, operational metrics, or system logs, these platforms are optimized to deliver analytical insights from structured sources.

Visualization 52

Visualization Dashboards Reporting Data Architecture 52