CIO Business Intelligence

DECEMBER 11, 2024

This article proposes a methodology for organizations to implement a modern data management function that can be tailored to meet their unique needs. By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices.

Management 111

Management Data Governance Data Science Reporting 111

AWS Big Data

SEPTEMBER 11, 2024

Aruba offers networking hardware like access points, switches, routers, software, security devices, and Internet of Things (IoT) products. This post describes how HPE Aruba automated their Supply Chain management pipeline, and re-architected and deployed their data solution by adopting a modern data architecture on AWS.

Data Architecture 97

Data Architecture Optimization Data Warehouse Metadata 97

AWS Big Data

OCTOBER 17, 2024

OpenSearch is a distributed search and analytics suite that is open source, community-driven, Apache License v2 licensed, and governed by the OpenSearch Software Foundation , under the Linux Foundation. He is deeply passionate about Data Architecture and helps customers build analytics solutions at scale on AWS.

Analytics 105

Analytics Optimization Data-driven Data Architecture 105

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

CIO Business Intelligence

FEBRUARY 20, 2024

Here, industrial knowledge graphs are going to prove vital by enabling manufacturers to combine structured and unstructured data from a wide range of operational and enterprise software systems to drive better decision-making, problem-solving and more advanced automation.”

Data Architecture 98

Data Architecture Unstructured Data Manufacturing IT 98

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. He is particularly passionate about big data technologies and open source software. He works based in Tokyo, Japan.

Snapshot 117

Snapshot Management Metadata Big Data 117

CIO Business Intelligence

OCTOBER 13, 2023

Data architecture is a complex and varied field and different organizations and industries have unique needs when it comes to their data architects. Solutions data architect: These individuals design and implement data solutions for specific business needs, including data warehouses, data marts, and data lakes.

Data Architecture 132

Data Architecture Data Warehouse Statistics Visualization 132

AWS Big Data

FEBRUARY 26, 2025

The Gartner Magic Quadrant evaluates 20 data integration tool vendors based on two axesAbility to Execute and Completeness of Vision. Discover, prepare, and integrate all your data at any scale AWS Glue is a fully managed, serverless data integration service that simplifies data preparation and transformation across diverse data sources.

Data Integration 81

Data Integration Data Lake Data Warehouse Unstructured Data 81

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. Then XTable translates between source and target formats and writes the new metadata on the same data store.

Metadata 95

Metadata Data Lake Snapshot Data Warehouse 95

DataKitchen

DECEMBER 30, 2020

In September of 2020, Database Trends & Application’s Big Data Quarterly featured DataKitchen’s DataOps Platform for applying Agile development and Lean Manufacturing to data production through the Platform’s continuous deployment and automated testing and monitoring capabilities: DataKitchen.

Testing 241

Testing Big Data Statistics Manufacturing 241

Dataiku

JULY 13, 2022

Every business function struggles with scale, including AI and data science. Architects have addressed technical scale to increase productivity — blazing fast connections, big data architectures, faster chips, distributed computing, massively parallel processing, and all sorts of optimized hardware stacks for AI.

Software 69

Software Data Architecture Big Data Data Science 69

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 130

Enterprise Data Architecture Strategy Data Governance 130

CIO Business Intelligence

APRIL 25, 2022

Similarly, many organizations have built data architectures to remain competitive, but have instead ended up with a complex web of disparate systems which may be slowing them down. Aligning data. A real-time data architecture should be designed with a set of aligned data streams that flow easily throughout the data ecosystem.

Data Architecture 119

Data Architecture Digital Transformation Data-driven Strategy 119

erwin

JANUARY 9, 2020

It is a tried-and-true practice for lowering data management costs, reducing data-related risks, and improving the quality and agility of an organization’s overall data capability. Today’s data modeling is not your father’s data modeling software. erwin Data Modeler: Where the Magic Happens.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

AWS Big Data

NOVEMBER 8, 2024

He has over 13 years of professional experience building and optimizing enterprise data warehouses and is passionate about enabling customers to realize the power of their data. He specializes in migrating enterprise data warehouses to AWS Modern Data Architecture. Enrico holds a M.Sc.

Data Lake 97

Data Lake Data Warehouse Optimization Testing 97

AWS Big Data

NOVEMBER 14, 2024

The landscape of big data management has been transformed by the rising popularity of open table formats such as Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake. These formats, designed to address the limitations of traditional data storage systems, have become essential in modern data architectures.

Metadata 111

Metadata Data Warehouse Big Data Data Lake 111

CIO Business Intelligence

JUNE 19, 2024

BSH’s previous infrastructure and operations teams, which supported the European appliance manufacturer’s application development groups, simply acted as suppliers of infrastructure services for the software development organizations. They may also ensure consistency in terms of processes, architecture, security, and technical governance. “We

IT 138

IT Software Cost-Benefit Optimization 138

AWS Big Data

NOVEMBER 7, 2024

Allow running third party software – Because BladeBridge Analyzer is a third-party software, MacOS may raise a warning or an error when running Analyzer. He has over 13 years of professional experience building and optimizing enterprise data warehouses and is passionate about enabling customers to realize the power of their data.

Data Warehouse 97

Data Warehouse Reporting Big Data Data Lake 97

CIO Business Intelligence

JUNE 24, 2022

The report, which surveyed 924 software decision makers from the APAC region, as well as 1,431 North American and 1,235 European software decision makers, points out that the reason behind high failure rates can be found in the approach that an enterprise architecture team takes. Digital Transformation

Modeling 105

Modeling Digital Transformation Data Architecture Data-driven 105

Cloudera

JANUARY 7, 2025

A leading meal kit provider migrated its data architecture to Cloudera on AWS, utilizing Cloudera’s Open Data Lakehouse capabilities. This transition streamlined data analytics workflows to accommodate significant growth in data volumes.

Cost-Benefit 82

Cost-Benefit Optimization Strategy Data-driven 82

Smart Data Collective

SEPTEMBER 15, 2021

It is essential to process sensitive data only after acquiring a thorough knowledge of a stream processing architecture. It is a framework of multiple software components. The data architecture assimilates and processes sizable volumes of streaming data from different data sources.

IoT 134

IoT Business Objectives Manufacturing Software 134

CIO Business Intelligence

MARCH 18, 2024

SAP is using Nvidia’s services — including Nvidia DGX Cloud AI supercomputing, Nvidia AI Enterprise software, and Nvidia AI Foundation models — to add new capabilities to the generative AI hub in SAP AI Core and SAP Datasphere. You can’t retrieve code and then copy it and write that.

Digital Transformation 118

Digital Transformation Optimization Data Science Modeling 118

AWS Big Data

DECEMBER 4, 2024

Collaborate and build faster using familiar AWS tools for model development, generative AI, data processing, and SQL analytics with Amazon Q Developer , the most capable generative AI assistant for software development, helping you along the way.

Data Analytics 86

Data Analytics Analytics Data Lake Data Quality 86

CIO Business Intelligence

NOVEMBER 1, 2023

SAP has unveiled new tools to build AI into business applications across its software platform, including new development tools, database functionality, AI services, and enhancements to its Business Technology Platform, BTP. SAP is training its model on anonymized data from thousands of enterprises using its software, with their consent.

Enterprise 132

Enterprise Cost-Benefit Unstructured Data Software 132

CIO Business Intelligence

JUNE 29, 2022

But this glittering prize might cause some organizations to overlook something significantly more important: constructing the kind of event-driven data architecture that supports robust real-time analytics. We can, in the semantics of the software world, refer to digitally mediated business activities asreal-time events.

Interactive 98

Interactive Data-driven Data Architecture Software 98

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 94

Enterprise Data Architecture Strategy Data Governance 94

CIO Business Intelligence

SEPTEMBER 19, 2024

Companies that fail to build their own AI agents will turn to outside AI consulting firms to build custom agents for them, or they will use agents embedded in software from their current vendors, write Forrester analysts Jayesh Chaurasia and Sudha Maheshwari. In addition, the power of agentic AIs is still in its infancy, they say.

IT 138

IT Cost-Benefit Consulting Modeling 138

erwin

JULY 12, 2019

Modern, strategic data governance , which involves both IT and the business, enables organizations to plan and document how they will discover and understand their data within context, track its physical existence and lineage, and maximize its security, quality and value. How erwin Can Help.

Data Governance 110

Data Governance Management Metadata Risk Management 110

CIO Business Intelligence

JUNE 27, 2022

“It’s vitally important to make sure you completely understand how the data is collected and what’s included in the scope before you can make a determination on what it’s telling you,” says Brian Winters, CTO at ERP software developer ECI Software Solutions.

Metrics 133

Metrics KPI IT Consulting 133

CIO Business Intelligence

JANUARY 20, 2023

A big part of preparing data to be shared is an exercise in data normalization, says Juan Orlandini, chief architect and distinguished engineer at Insight Enterprises. Data formats and data architectures are often inconsistent, and data might even be incomplete.

Data Lake 135

Data Lake Data-driven Finance Data Architecture 135

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

Smarten

JUNE 1, 2022

If your business is software, and you want to expand your client base and your offerings, there is no reason you need to spend the time to hire developers who are skilled in analytics or to build your own solution. Integrating augmented analytics within your existing software solutions is simple. Rapid Deployment.

Data Warehouse 78

Data Warehouse Software Data Architecture Dashboards 78

AWS Big Data

JUNE 12, 2024

One Data Platform The ODP architecture is based on the AWS Well Architected Framework Analytics Lens and follows the pattern of having raw, standardized, conformed, and enriched layers as described in Modern data architecture. Samuel Bucheli is a Lead Cloud Architect at Zühlke Engineering AG.

Data Architecture 106

Data Architecture Cost-Benefit Data-driven Experimentation 106

TDAN

NOVEMBER 1, 2022

Many software developers distrust data architecture practices such as data modeling. They associate these practices with rigid and bureaucratic processes causing significant upfront planning and delays.

Modeling 64

Modeling Data Architecture Software IT 64

CIO Business Intelligence

OCTOBER 24, 2024

The implications of this convergence are many and there are already hundreds of instances in business, software, devops, agentic processes and many more sectors with similar stories and use cases. Think of this as a moonshot of certain aspects of genAI that might ultimately lead to digital-human convergence.

Cost-Benefit 131

Cost-Benefit Data-driven Enterprise Software 131

Sisense

JULY 6, 2020

These regulations, ultimately, ensure key business values: data consistency, quality, and trustworthiness. Data architecture creates instructions that guide you through the data collection, integration, and transformation processes, as well as data modeling.

Enterprise 98

Enterprise Management Data Architecture Data-driven 98

Cloudera

FEBRUARY 22, 2022

Over the past decade, the successful deployment of large scale data platforms at our customers has acted as a big data flywheel driving demand to bring in even more data, apply more sophisticated analytics, and on-board many new data practitioners from business analysts to data scientists.

Snapshot 110

Snapshot Metadata Cost-Benefit Data Architecture 110