David Menninger's Analyst Perspectives

SEPTEMBER 23, 2021

Data teams and analysts start by creating common definitions of key performance indicators, which Sisu then utilizes to automatically test thousands of hypotheses to identify differences between groups. It can prioritize facts based on their impact and provide a detailed, interpretable context to refine and support conclusions.

Key Performance Indicator 305

Key Performance Indicator Optimization Analytics Statistics 305

IBM Big Data Hub

JANUARY 24, 2024

To mitigate and prepare for such risks, penetration testing is a necessary step in finding security vulnerabilities that an attacker might use. What is penetration testing? A penetration test , or “pen test,” is a security test that is run to mock a cyberattack in action.

Testing 72

Testing Risk Reporting IoT 72

CIO Business Intelligence

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. Generally, there’s optimism and a positive mindset when heading into AI.”

IT 141

IT Consulting ROI Cost-Benefit 141

CIO Business Intelligence

OCTOBER 24, 2024

Business and IT leaders agree that improving the “digital employee experience” (DEX) results in better productivity and workplace morale. But recent research by Ivanti reveals an important reason why many organizations fail to achieve those benefits: rank-and-file IT workers lack the funding and the operational know-how to get it done.

IT 109

IT Metrics Cost-Benefit Measurement 109

IBM Big Data Hub

JANUARY 25, 2024

Many asset-intensive businesses are prioritizing inventory optimization due to the pressures of complying with growing industry 4.0 Over time, inventory managers have tested different approaches to determine the best fit for their organizations. regulations, undergoing digital transformation and the need for cost-cutting.

Optimization 73

Optimization Cost-Benefit Prescriptive Analytics Manufacturing 73

IBM Big Data Hub

NOVEMBER 6, 2023

Enterprise businesses are continuing to move toward digitalized and cloud-based IT infrastructures. Digital systems enable unprecedented flexibility, scalability and speed when compared to their more traditional, on-premises counterparts. These and other types of cyberattacks are all but inevitable in today’s dynamic IT landscape.

Optimization 113

Optimization Testing Software Risk 113

TDAN

JUNE 6, 2023

Implementing an optimized test data management program […] Business models are increasingly based on software applications. IT is operating at a faster pace than ever before and has become a vital component of modern business. The speed of application development is becoming a decisive factor for a company’s success.

Testing 75

Testing Optimization Software Management 75

Smart Data Collective

JANUARY 19, 2023

Reasons for Cost Optimization Cost optimization is an important part of any organization’s DevOps strategy. By optimizing costs, organizations can maximize their profits and keep up with the ever-changing business landscape. But what are some of the reasons why DevOps teams should consider cost optimization?

Optimization 121

Optimization Cost-Benefit Software Measurement 121

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 135

Visualization Optimization Analytics Testing 135

David Menninger's Analyst Perspectives

SEPTEMBER 23, 2021

Data teams and analysts start by creating common definitions of key performance indicators, which Sisu then utilizes to automatically test thousands of hypotheses to identify differences between groups. It can prioritize facts based on their impact and provide a detailed, interpretable context to refine and support conclusions.

Machine Learning 235

Machine Learning Key Performance Indicator Optimization Analytics 235

IBM Big Data Hub

MARCH 6, 2024

Re-platforming With a re-platforming migration, some adjustments or optimizations are made to the applications before moving them to the cloud. This shift involves a fundamental change in the way a company operates. Why migrate to the cloud? There are many reasons for migrating from on-premises infrastructure to cloud.

Optimization 73

Optimization Strategy Cost-Benefit Testing 73

Smart Data Collective

OCTOBER 13, 2022

Generative design is a new approach to product development that uses artificial intelligence to generate and test many possible designs. Assembly Line Optimization. Assembly line optimization is a process that allows companies to identify and optimize their production processes, from the design phase to the assembly line.

Testing 120

Testing Cost-Benefit Experimentation Optimization 120

DataKitchen

NOVEMBER 5, 2024

Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data.

Data Quality 198

Data Quality Testing Metrics Reporting 198

AWS Big Data

SEPTEMBER 10, 2024

With the launch of Amazon Redshift Serverless and the various provisioned instance deployment options , customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Amazon Redshift workloads. Amazon Redshift is a widely used, fully managed, petabyte-scale data warehouse service.

Testing 102

Testing Snapshot Data Warehouse Metrics 102

AWS Big Data

NOVEMBER 17, 2023

Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata. Let’s discuss some of the cost-based optimization techniques that contributed to improved query performance.

Optimization 118

Optimization Statistics Metadata Data Lake 118

AWS Big Data

OCTOBER 3, 2023

Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. As of this writing, only the optimize-data optimization is supported. For our testing, we generated about 58,176 small objects with total size of 2 GB.

Optimization 116

Optimization Snapshot Data Lake Metadata 116

AWS Big Data

AUGUST 7, 2024

In this post, we examine the OR1 instance type, an OpenSearch optimized instance introduced on November 29, 2023. For this post, we’re going to consider an indexing-heavy workload and do some performance testing. OR1 is an instance type for Amazon OpenSearch Service that provides a cost-effective way to store large amounts of data.

Optimization 92

Optimization Testing Management IT 92

CIO Business Intelligence

DECEMBER 3, 2024

CIOs and other executives identified familiar IT roles that will need to evolve to stay relevant, including traditional software development, network and database management, and application testing. A new area of digital transformation is under way in IT, say IT executives charged with unifying their tech strategy in 2025.

IT 59

IT Testing Software Data-driven 59

O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. What is it, how does it work, what can it do, and what are the risks of using it? Or a text adventure game.

IT 267

IT Modeling Testing Risk 267

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 119

IT Testing Optimization Modeling 119

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. This is not entirely true.

Testing 116

Testing Data Analytics Analytics Big Data 116

CIO Business Intelligence

NOVEMBER 21, 2024

In our fast-changing digital world, it’s essential to sync IT strategies with business objectives for lasting success. Technology has shifted from a back-office function to a core enabler of business growth, innovation, and competitive advantage. Understanding the competitive landscape is also essential.

Strategy 122

Strategy IT Business Objectives Cost-Benefit 122

CIO Business Intelligence

JUNE 21, 2024

Strategies to Optimize Teams for AI and Cybersecurity 1. They are excellent for learning new skills, testing existing ones, and keeping up with the latest cybersecurity and AI technologies. 2024 is rapidly shaping up to be a defining year in generative AI. This reinforces the lessons and integrates them into everyday practices.

Optimization 122

Optimization Gap analysis Strategy Data-driven 122

Smart Data Collective

MARCH 10, 2022

Companies need to use data to optimize their websites and get the most value out of their digital marketing strategies. One of of the biggest mistakes businesses make is failing to engage in data-driven UX optimization. UX optimization is even more important in a data-centric economy. Lack of Testing on Real Devices.

Testing 120

Testing Big Data Data-driven Optimization 120

AWS Big Data

JUNE 3, 2024

Let’s look at a few tests we performed in a stream with two shards to illustrate various scenarios. In the first test, we ran a producer to write batches of 30 records, each being 100 KB, using the PutRecords API. When an application attempts to write more data than what is allowed, it will receive write throughput exceeded errors.

Optimization 111

Optimization Metrics Data Processing Testing 111

CIO Business Intelligence

OCTOBER 25, 2022

To remain resilient to change and deliver innovative experiences and offerings fast, organizations have introduced DevOps testing into their infrastructures. However, introducing DevOps to mainframe infrastructure can be nearly impossible for companies that do not adequately standardize and automate testing processes before implementation.

Testing 105

Testing Software Optimization Marketing 105

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. These agents perform critical services like discovery service mapping, capacity optimization, and more, acting as a copilot for teams managing DORA compliance.

Risk Management 115

Risk Management Risk Management IT 115

CIO Business Intelligence

SEPTEMBER 27, 2024

The first step of the manager’s team was instead to hire a UX designer to not only design the interface and experience for the end user, but also carry out tests to bring qualitative and quantitative evidence on site and app performance to direct the business. IT must be at the service of the business,” he says.

Management 128

Management IT Cost-Benefit Testing 128

Cloudera

MAY 9, 2022

During performance testing, evaluate and validate configuration parameters and any SQL modifications. It is advisable to make one change at a time during performance testing of the workload, and would be best to assess the impact of tuning changes in your development and QA environments before using them in production environments.

Optimization 117

Optimization Testing Cost-Benefit Measurement 117

CIO Business Intelligence

AUGUST 19, 2024

Girl Power Talk, specifically, offers services around client engagement, community management, digital marketing, custom software development, website and application design, system integration and optimization, and risk mitigation. A few months into this role, I was promoted to lead the testing team and train new members.”

IT 119

IT Testing Marketing Advertising 119

AWS Big Data

JULY 11, 2024

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). OR1 instances use a local and a remote store.

Optimization 94

Optimization Metrics Data Processing Snapshot 94

Cloudera

SEPTEMBER 18, 2024

Unique Data Integration and Experimentation Capabilities: Enable users to bridge the gap between choosing from and experimenting with several data sources and testing multiple AI foundational models, enabling quicker iterations and more effective testing.

Data-driven 83

Data-driven Optimization Experimentation Testing 83

Smart Data Collective

NOVEMBER 29, 2022

Analytics is especially important for companies trying to optimize their online presence. Website optimization is absolutely vital for any brand striving to do business online. Website optimization has been a key part of a business’s strategy since the late 1990s. Optimize for mobile. Then you can think about the desktop.

Optimization 117

Optimization Data Analytics Analytics Analytics Technologies 117

Smarten

JUNE 14, 2023

If we are to safely and securely optimize its potential, GPT must be managed as it evolves. Privacy, Security and Standards The current GPT environment has not been thoroughly tested and standardized to provide appropriate multi-layered security and privacy and to meet government and industry standards.

Optimization 52

Optimization IT Digital Transformation Consulting 52

Cloudera

DECEMBER 19, 2023

There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. AI can optimize citizen-centric service delivery by predicting demand and customizing service delivery, resulting in reduced costs and improved outcomes. Trust your data.

Optimization 88

Optimization Cost-Benefit Unstructured Data Risk 88

CIO Business Intelligence

DECEMBER 19, 2023

Be proactive and serve with empathy It cannot be stressed enough how important it is to be active in ensuring that all services delivered to end users are fully vetted and tested to the point where there’s no room for complaints. Service delivery excellence is an attribute that far too many IT leaders fail to prioritize.

IT 139

IT Testing Metrics Optimization 139