DataKitchen

SEPTEMBER 17, 2021

A data mesh implemented on a DataOps process hub, like the DataKitchen Platform, can avoid the bottlenecks characteristic of large, monolithic enterprise data architectures. Doing so will give you the agility that your data organization needs to cope with new analytics requirements. Conclusion.

Testing 237

Testing Data Architecture Measurement Visualization 237

AWS Big Data

APRIL 12, 2024

Today’s fast-paced world demands timely insights and decisions, which is driving the importance of streaming data. Streaming data refers to data that is continuously generated from a variety of sources. Snowflake offers two options to bring streaming data into its platform: Snowpipe and Snowflake Snowpipe Streaming.

Data Architecture 119

Data Architecture IoT Internet of Things Recreation/Entertainment 119

AWS Big Data

NOVEMBER 27, 2024

By using dbt Cloud for data transformation, data teams can focus on writing business rules to drive insights from their transaction data to respond effectively to critical, time sensitive events. The transactional data from this website is loaded into an Aurora MySQL 3.05.0 (or or a later version) database.

Data Warehouse 109

Data Warehouse Analytics Testing Sales 109

AWS Big Data

DECEMBER 4, 2024

While traditional extract, transform, and load (ETL) processes have long been a staple of data integration due to its flexibility, for common use cases such as replication and ingestion, they often prove time-consuming, complex, and less adaptable to the fast-changing demands of modern data architectures.

Data Integration 114

Data Integration Data Lake Statistics Data-driven 114

CIO Business Intelligence

APRIL 8, 2025

We also examine how centralized, hybrid and decentralized data architectures support scalable, trustworthy ecosystems. As data-centric AI, automated metadata management and privacy-aware data sharing mature, the opportunity to embed data quality into the enterprises core has never been more significant.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

JANUARY 24, 2023

The following diagram shows the solution architecture for this mode. The AWS CDK deploys two AWS Lambda jobs and creates an Amazon DynamoDB table to store AWS CloudTrail events and an Amazon EventBridge rule to run the replication at a regular interval. All relevant events are then stored in a DynamoDB table.

Data Architecture 91

Data Architecture Metadata Data Lake Snapshot 91

Cloudera

JUNE 27, 2023

The way to achieve this balance is by moving to a modern data architecture (MDA) that makes it easier to manage, integrate, and govern large volumes of distributed data. When you deploy a platform that supports MDA you can consolidate other systems, like legacy data mediation and disparate data storage solutions.

Data Architecture 62

Data Architecture Predictive Modeling Data Governance Data-driven 62

AWS Big Data

NOVEMBER 26, 2024

This post was co-written with Dipankar Mazumdar, Staff Data Engineering Advocate with AWS Partner OneHouse. Data architecture has evolved significantly to handle growing data volumes and diverse workloads. For a table that will be converted, it invokes the converter Lambda function through an event.

Metadata 105

Metadata Data Lake Snapshot Data Warehouse 105

AWS Big Data

APRIL 8, 2025

In modern data architectures, Apache Iceberg has emerged as a popular table format for data lakes, offering key features including ACID transactions and concurrent write support. These conflicts are particularly common in large-scale data cleanup operations.

Snapshot 136

Snapshot Management Metadata Big Data 136

CIO Business Intelligence

DECEMBER 11, 2024

Furthermore, generally speaking, data should not be split across multiple databases on different cloud providers to achieve cloud neutrality. Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another.

Management 111

Management Data Governance Data Science Reporting 111

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

Cloudera

MAY 10, 2024

Iceberg, a high-performance open-source format for huge analytic tables, delivers the reliability and simplicity of SQL tables to big data while allowing for multiple engines like Spark, Flink, Trino, Presto, Hive, and Impala to work with the same tables, all at the same time.

Data Architecture 103

Data Architecture Data Governance Big Data Marketing 103

CIO Business Intelligence

JUNE 29, 2022

The insights provided by analytics “in the moment” can uncover valuable information in customer interactions and alert users or trigger responses as events happen. An enterprise that focuses on building an event-based architecture for real-time applications will be in a much better position to build a real-time analytics platform.

Interactive 98

Interactive Data-driven Data Architecture Software 98

AWS Big Data

JULY 2, 2024

AWS DMS publishes the replicationtaskstopped event to EventBridge when the replication task is complete, which invokes an EventBridge rule. EventBridge routes the event to a Step Functions state machine. Create an EventBridge rule EventBridge sends event notifications to the Step Functions state machine when the full load is complete.

Data Warehouse 117

Data Warehouse Sales Testing Big Data 117

AWS Big Data

JANUARY 8, 2024

It aims to provide a framework to create low-latency streaming applications on the AWS Cloud using Amazon Kinesis Data Streams and AWS purpose-built data analytics services. In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices.

Analytics 134

Analytics IoT Data-driven Snapshot 134

AWS Big Data

JANUARY 15, 2025

Need for a data mesh architecture Because entities in the EUROGATE group generate vast amounts of data from various sourcesacross departments, locations, and technologiesthe traditional centralized data architecture struggles to keep up with the demands for real-time insights, agility, and scalability.

IoT 111

IoT Machine Learning Metadata Data-driven 111

CIO Business Intelligence

NOVEMBER 29, 2022

A sea of complexity For years, data ecosystems have gotten more complex due to discrete (and not necessarily strategic) data-platform decisions aimed at addressing new projects, use cases, or initiatives. Layering technology on the overall data architecture introduces more complexity.

Data Architecture 111

Data Architecture Data Integration IoT Data-driven 111

Data Virtualization

OCTOBER 27, 2023

Reading Time: 3 minutes More and more companies are managing messages and events in real time using tools like Apache Kafka. Kafka is used when real-time data streaming and event-driven architectures with scalable data processing are essential.

Data Integration 52

Data Integration Data-driven Data Processing Management 52

TDAN

FEBRUARY 16, 2021

With the new year events well behind us, we’re steadily focused on moving forward in 2021. While we have seen a change in the calendar year, one initiative that continues to be a top priority for businesses is storing, managing, accessing and optimizing corporate data.

Technology 145

Technology Optimization Management Data Architecture 145

CIO Business Intelligence

OCTOBER 18, 2022

She decided to bring Resultant in to assist, starting with the firm’s strategic data assessment (SDA) framework, which evaluates a client’s data challenges in terms of people and processes, data models and structures, data architecture and platforms, visual analytics and reporting, and advanced analytics.

Data Transformation 141

Data Transformation Consulting Data Lake Reporting 141

AWS Big Data

JANUARY 30, 2025

We used the AWS Step Function state machines to define, orchestrate, and execute our data pipelines. Amazon EventBridge We used Amazon EventBridge, the serverless event bus service, to define the event-based rules and schedules that would trigger our AWS Step Functions state machines.

Data Warehouse 53

Data Warehouse Data Architecture Machine Learning Data Transformation 53

CIO Business Intelligence

JUNE 19, 2023

Achieving this requires a comprehensive upgrade across five dimensions of data intelligence — data architecture, data governance, data consumption, data security, and data talent. Mr. Cao noted the specific problem of unstructured data. “A Huawei’s new Data Intelligence Solution 3.0

Finance 98

Finance Unstructured Data Data Processing Data Architecture 98

CIO Business Intelligence

JUNE 15, 2023

Achieving this requires a comprehensive upgrade across five dimensions of data intelligence — data architecture, data governance, data consumption, data security, and data talent. Mr. Cao noted the specific problem of unstructured data. “A Huawei’s new Data Intelligence Solution 3.0

Unstructured Data 98

Unstructured Data Finance Data Processing Data Architecture 98

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

Cloudera

OCTOBER 7, 2021

Those decentralization efforts appeared under different monikers through time, e.g., data marts versus data warehousing implementations (a popular architectural debate in the era of structured data) then enterprise-wide data lakes versus smaller, typically BU-Specific, “data ponds”.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

APRIL 3, 2024

They understand that a one-size-fits-all approach no longer works, and recognize the value in adopting scalable, flexible tools and open data formats to support interoperability in a modern data architecture to accelerate the delivery of new solutions. Andries has over 20 years of experience in the field of data and analytics.

Data Lake 124

Data Lake Snapshot Metadata Data Architecture 124

AWS Big Data

MARCH 25, 2024

For example, in a chatbot, data events could pertain to an inventory of flights and hotels or price changes that are constantly ingested to a streaming storage engine. Furthermore, data events are filtered, enriched, and transformed to a consumable format using a stream processor.

Data Lake 120

Data Lake Unstructured Data Management Snapshot 120

AWS Big Data

OCTOBER 16, 2023

To meet this need, AWS offers Amazon Kinesis Data Streams , a powerful and scalable real-time data streaming service. With Kinesis Data Streams, you can effortlessly collect, process, and analyze streaming data in real time at any scale. The following diagram illustrates the architecture of this solution.

Cost-Benefit 126

Cost-Benefit Testing Optimization Strategy 126

Cloudera

JULY 29, 2024

They are talking about data being processed and delivered in real time. It is not the speed at which data is created that determines an organization’s response time to a critical event, it’s how quickly they can execute an end-to-end workflow and deliver processed data that determines their response.

Enterprise 69

Enterprise Data Architecture Manufacturing Key Performance Indicator 69

AWS Big Data

JANUARY 31, 2023

In this post, we are excited to summarize the features that the AWS Glue Data Catalog, AWS Glue crawler, and Lake Formation teams delivered in 2022. Whether you are a data platform builder, data engineer, data scientist, or any technology leader interested in data lake solutions, this post is for you.

Data Lake 98

Data Lake Data Governance Data Architecture Machine Learning 98

AWS Big Data

OCTOBER 23, 2024

This would necessitate the ability to securely share and potentially monetize the company’s data with external partners, such as franchises. Getir’s data analytics environment encompasses hundreds of terabytes of data, thousands of tables, and billions upon billions of data rows.

Data Warehouse 110

Data Warehouse Cost-Benefit Data Lake Data-driven 110

CIO Business Intelligence

SEPTEMBER 17, 2024

At its Workday Rising event, the cloud-based HR and financial management company unveiled Illuminate, its next-generation AI platform, as well as four new AI agents and a Workday Assistant for HR and financial processes. The key thing with any AI strategy is your underlying platform and data,” said Naik Lopez.

IT 122

IT Recreation/Entertainment Finance Reporting 122

CIO Business Intelligence

JUNE 23, 2023

Improving Experience at Hard Rock Stadium Few environments need to scale unstructured data securely and on-demand like live sporting events. Dell Technologies works together with Intel to help organizations modernize infrastructure and leverage the power of data and AI. View the Hard Rock Stadium 2-minute video here.

Unstructured Data 98

Unstructured Data Cost-Benefit Data-driven Data Architecture 98

AWS Big Data

JANUARY 6, 2025

Amazon AppFlow is a fully managed integration service that you can use to securely transfer data from software as a service (SaaS) applications, such as Google BigQuery, Salesforce, SAP, HubSpot, and ServiceNow, to Amazon Web Services (AWS) services such as Amazon Simple Storage Service (Amazon S3) and Amazon Redshift, in just a few clicks.

Analytics 98

Analytics Data Warehouse Metrics Big Data 98

AWS Big Data

JULY 18, 2024

Once configured, the AWS Glue crawler crawls the Amazon S3 bucket and updates the metadata in the AWS Glue Data Catalog. The successful completion of the AWS Glue crawler generates an event in the default event bus of Amazon EventBridge.

Data Lake 130

Data Lake Publishing Metadata Data-driven 130

Cloudera

SEPTEMBER 26, 2023

It is frequently used with several other Apache technologies as part of a larger streams processing platform, event driven architecture or a modern data lakehouse.

Technology 95

Technology IT Data-driven Data Architecture 95

Cloudera

OCTOBER 19, 2023

While navigating so many simultaneous data-dependent transformations, they must balance the need to level up their data management practices—accelerating the rate at which they ingest, manage, prepare, and analyze data—with that of governing this data.

Data-driven 76

Data-driven Data Architecture Predictive Modeling Digital Transformation 76