CIO Business Intelligence

JUNE 13, 2024

Not instant perfection The NIPRGPT experiment is an opportunity to conduct real-world testing, measuring generative AI’s computational efficiency, resource utilization, and security compliance to understand its practical applications. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

Testing 120

Testing Experimentation Data Processing Modeling 120

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: To make transitions to new AI capabilities less costly, invest in regression testing and change management practices around AI-enabled large-scale workflows. Forrester reports that 30% of IT leaders struggle with high or critical debt, while 49% more face moderate levels.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

AWS Big Data

SEPTEMBER 11, 2024

This allows developers to test their application with a Kafka cluster that has the same configuration as production and provides an identical infrastructure to the actual environment without needing to run Kafka locally. A bastion host instance with network access to the MSK Serverless cluster and SSH public key authentication.

Testing 104

Testing Data Processing Management IT 104

AWS Big Data

NOVEMBER 27, 2024

dbt Cloud is a hosted service that helps data teams productionize dbt deployments. dbt Cloud is a hosted service that helps data teams productionize dbt deployments. You’re now ready to sign in to both Aurora MySQL cluster and Amazon Redshift Serverless data warehouse and run some basic commands to test them.

Data Warehouse 104

Data Warehouse Analytics Testing Modeling 104

DataKitchen

NOVEMBER 29, 2021

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

CIO Business Intelligence

MAY 14, 2024

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. The Milford, Conn.-based We’re keeping that tight control and keeping it in the private cloud.”

IT 143

IT Data Processing Enterprise Modeling 143

CIO Business Intelligence

MARCH 19, 2025

Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. The next evolution of AI has arrived, and its agentic. The technology is relatively new, but all the major players are already on board. But its not all smooth sailing since gen AI itself isnt anywhere near perfect.

Software 143

Software Risk Enterprise Cost-Benefit 143

IBM Big Data Hub

FEBRUARY 1, 2024

In a recent post , we outlined the pitfalls of self-hosted authoritative Domain Name System (DNS) from the perspective of a start-up or midsize company piecing together a DIY system using BIND DNS or other open source tools. Theory vs. reality These are all valid reasons to self-host your DNS at scale—at least in theory.

Data Processing 81

Data Processing Enterprise Cost-Benefit Insurance 81

CIO Business Intelligence

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications.

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. When encouraging these BI best practices what we are really doing is advocating for agile business intelligence and analytics.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

AWS Big Data

NOVEMBER 19, 2024

You can now test the newly created application by running the following command: npm run dev By default, the application is available on port 5173 on your local machine. For simplicity, we use the Hosting with Amplify Console and Manual Deployment options. Amplify streamlines full-stack app development.

Data Processing 92

Data Processing Metadata Publishing Testing 92

AWS Big Data

AUGUST 10, 2023

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. However, generating a continuous stream of test data requires a custom process or script to run continuously. In our testing with the largest recommended instance (c7g.16xlarge),

Testing 95

Testing Dashboards Cost-Benefit Data Processing 95

CIO Business Intelligence

DECEMBER 11, 2024

Manish Limaye Pillar #1: Data platform The data platform pillar comprises tools, frameworks and processing and hosting technologies that enable an organization to process large volumes of data, both in batch and streaming modes. A similar transformation has occurred with data.

Management 111

Management Data Governance Data Science Reporting 111

Smart Data Collective

SEPTEMBER 13, 2023

Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. But it’s not just about security.

IT 122

IT Cost-Benefit Data Processing Software 122

AWS Big Data

DECEMBER 16, 2024

For each service, you need to learn the supported authorization and authentication methods, data access APIs, and framework to onboard and test data sources. The SageMaker Lakehouse data connection testing capability boosts your confidence in established connections. For Name , enter postgresql_source. Enter your username and password.

Visualization 82

Visualization Data Processing Testing Publishing 82

O'Reilly on Data

JANUARY 17, 2023

If you’re a professional data scientist, you already have the knowledge and skills to test these models. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software. Figuring out what kinds of problems are amenable to automation through code. That’s sort of true.

Machine Learning 363

Machine Learning Predictive Modeling Software Modeling 363

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits. The following figure shows an example of a test cluster’s performance metrics.

Metrics 90

Metrics Dashboards Testing Optimization 90

AWS Big Data

DECEMBER 20, 2024

Data preparation The two datasets are hosted as two Data Catalog tables, venue and event , in a project in Amazon SageMaker Unified Studio (preview), as shown in the following screenshots. Next, the merged data is filtered to include only a specific geographic region. The following screenshot shows an example of the venue table.

Data Integration 103

Data Integration Visualization Data Processing Big Data 103

datapine

MAY 20, 2020

At its core, CRM dashboard software is a smart vessel for data analytics and business intelligence – digital innovation that hosts a wealth of insightful CRM reports. This most value-driven CRM dashboard and a powerful piece of CRM reporting software host a cohesive mix of visual KPIs. Let’s look at this in more detail.

Dashboards 265

Dashboards Reporting KPI Visualization 265

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

CIO Business Intelligence

SEPTEMBER 9, 2024

A comprehensive regulatory reach DORA addresses a broad range of ICT risks, including incident response, resilience testing, third-party risk management, and information sharing. Digital transformation initiatives, for the most part, offer significant advantages—enhancing efficiency, agility, and innovation across the business.

Risk Management 116

Risk Management Risk Management IT 116

AWS Big Data

OCTOBER 30, 2024

Collaborating closely with our partners, we have tested and validated Amazon DataZone authentication via the Athena JDBC connection, providing an intuitive and secure connection experience for users. Choose Test connection. Download the latest JDBC driver—version 3.x. DataZoneEnvironmentId : The ID of your DefaultDataLake environment.

Visualization 119

Visualization Data Lake Testing Data Governance 119

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 125

Enterprise IT Data Processing Strategy 125

CIO Business Intelligence

APRIL 10, 2024

So, Seekr signed on with a regional colocation provider to host several GPU- and CPU-enabled systems. The Gaudi 2 chip, developed by the Intel acquired Habana Labs, outperformed Nvidia’s A100 80GB GPU in tests run in late 2022 by AI company Hugging Face. Since launch, it has attracted more than 16,000 users, according to Intel.

IT 120

IT Testing Optimization Modeling 120

AWS Big Data

SEPTEMBER 10, 2024

Redshift Test Drive is a tool hosted on the GitHub repository that let customers evaluate which data warehouse configurations options are best suited for their workload. Generating and accessing Test Drive metrics The results of Amazon Redshift Test Drive can be accessed using an external schema for analysis of a replay.

Testing 111

Testing Snapshot Data Warehouse Metrics 111

CIO Business Intelligence

NOVEMBER 14, 2023

“Many organizations are due to revisit their cloud strategies, as their businesses have changed and vendor offerings have matured,” says Brian Alletto, technology director at digital services consultancy West Monroe. Following are some hard questions IT leaders should ask about their cloud strategy today. Why are we really going to cloud?

Strategy 145

Strategy Cost-Benefit IT Key Performance Indicator 145

Cloudera

DECEMBER 4, 2024

The service is targeted at the production-serving end of the MLOPs/LLMOPs pipeline, as shown in the following diagram: It complements Cloudera AI Workbench (previously known as Cloudera Machine Learning Workspace), a deployment environment that is more focused on the exploration, development, and testing phases of the MLOPs workflow.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

CIO Business Intelligence

DECEMBER 7, 2022

No, App Dev is more often responsible for configuring and integrating COTS (on-premises-installed commercial off-the-shelf software) and SaaS (cloud-hosted commercial off-the-shelf software) solutions. For the Head of IT Operations: A full-tilt automated, accurate, and correct regression and integration test suite. But that’s okay.

IT 116

IT Testing Data Processing Software 116

AWS Big Data

OCTOBER 11, 2024

Testing and development – You can use snapshots to create copies of your data for testing or development purposes. The bucket has to be in the same Region where the OpenSearch Service domain is hosted. This post provides a detailed walkthrough about how to efficiently capture and manage manual snapshots in OpenSearch Service.

Snapshot 107

Snapshot Dashboards Management Testing 107

CIO Business Intelligence

DECEMBER 6, 2022

No, App Dev is more often responsible for configuring and integrating COTS (on-premises-installed commercial off-the-shelf software) and SaaS (cloud-hosted commercial off-the-shelf software) solutions. For the Head of IT Operations: A full-tilt automated, accurate, and correct regression and integration test suite. But that’s okay.

IT 112

IT Testing Data Processing Software 112

CIO Business Intelligence

OCTOBER 13, 2022

Providing a compelling ROI on technology initiatives also puts CIOs in a stronger position for securing support and funds from the business for future projects. This compounding effect shows just how imperative it is for enterprise technology leaders to ramp up the ROI from their deployments. Align projects with business goals. It is important.

ROI 132

ROI IT Sales Consulting 132

CIO Business Intelligence

JUNE 13, 2022

That initiative includes technology upgrades such as API integration layers for greater, more agile access to data and a culture change encouraging more innovation by “testing hypotheses” using data. All that together, though, is nothing compared to the turbulence that CIOs are seeing today. Ever increasing demands for transformation.

IT 144

IT Digital Transformation Internet of Things Strategy 144

Smart Data Collective

AUGUST 30, 2022

It also allows companies to offload large amounts of data from their networks by hosting it on remote servers anywhere on the globe. Testing new programs. With cloud computing, companies can test new programs and software applications from the public cloud. Multi-cloud computing. Centralized data storage.

Technology 140

Technology Enterprise Cost-Benefit Data Processing 140

CIO Business Intelligence

JANUARY 7, 2025

With the AI revolution underway which has kicked the wave of digital transformation into high gear it is imperative for enterprises to have their cloud infrastructure built on firm foundations that can enable them to scale AI/ML solutions effectively and efficiently. The first three considerations are driven by business, and the last one by IT.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

datapine

JULY 1, 2020

Moreover, a host of ad hoc analysis or reporting platforms boast integrated online data visualization tools to help enhance the data exploration process. In this day and age, a failure to leverage digital data to your advantage could prove disastrous to your business – it’s akin to walking down a busy street wearing a blindfold.

Reporting 260

Reporting Dashboards Cost-Benefit Visualization 260

Smart Data Collective

NOVEMBER 7, 2022

AWS Cloud is a suite of hosting products used by such services as Dropbox, Reddit, and others. You can use it instead of a private hosting (or dedicated hosting). EC2 is not a traditional hosting solution. All of the above lets the developer fully test Amazon API web services for their software. Free Trial.

Enterprise 130

Enterprise Data Processing Cost-Benefit Snapshot 130