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 107

Optimization Snapshot Data Lake Metadata 107

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 109

Optimization Statistics Metadata Data Lake 109

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 90

Optimization Cost-Benefit Unstructured Data Risk 90

CIO Business Intelligence

JANUARY 4, 2024

All requirements across all domains of the PCI DSS are accounted for and tested with the teams that can remediate in case of a deviation in compliance. A Common Controls Assessment offers an invaluable tool to optimize compliance efforts across various lines of business and to the internal service providers of security patterns alike.

Optimization 99

Optimization Cost-Benefit Reporting Enterprise 99

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 129

Visualization Optimization Analytics Testing 129

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 89

Testing Modeling Cost-Benefit Consulting 89

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 109

Testing Cost-Benefit Experimentation Optimization 109

bridgei2i

JUNE 9, 2020

WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer TM. The post WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer – Videos appeared first on Home Page – BRIDGEi2i: AI for the Digital Enterprise | Analytics and AI solutions for Enterprises.

Testing 52

Testing Optimization Enterprise Analytics 52

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 118

Optimization Testing Cost-Benefit Measurement 118

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 100

Testing Software Optimization Marketing 100

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 110

Optimization Cost-Benefit Software Measurement 110

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. The product features fact boards, annotations and the ability to share facts and analysis across teams.

Machine Learning 205

Machine Learning Key Performance Indicator Optimization Analytics 205

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 103

Testing Data Analytics Analytics Big Data 103

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 109

Testing Big Data Data-driven Optimization 109

Smart Data Collective

JULY 9, 2023

One benefit is that they can help with conversion rate optimization. Collecting Relevant Data for Conversion Rate Optimization Here is some vital data that e-commerce businesses need to collect to improve their conversion rates. One report found that global e-commerce brands spent over $16.7 billion on analytics last year.

Optimization 70

Optimization Data Analytics Analytics Data-driven 70

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 104

Optimization Data Analytics Analytics Analytics Technologies 104

AWS Big Data

MARCH 19, 2024

In this post, we will discuss two strategies to scale AWS Glue jobs: Optimizing the IP address consumption by right-sizing Data Processing Units (DPUs), using the Auto Scaling feature of AWS Glue, and fine-tuning of the jobs. Now let us look at the first solution that explains optimizing the AWS Glue IP address consumption.

Optimization 85

Optimization Data-driven Management Testing 85

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions. Do an A/B testing and find out. How exactly?

Machine Learning 121

Machine Learning Optimization Software Modeling 121

Smart Data Collective

JUNE 3, 2022

To solve these issues, product designers facilitate solutions, create multiple test plans, produce wireframes, and make rounds of A/B testing. In other words, they are responsible for ensuring that the product created is optimized exclusively for the user. Product Designer Vs UX Designer: Similarities! How UX Designers Use AI.

Optimization 96

Optimization Cost-Benefit Testing Data-driven 96

CDW Research Hub

JUNE 23, 2020

As virtual desktop infrastructure (VDI) gains popularity among enterprises across multiple industries, and with many desktops migrating to the cloud, testing your virtual desktop environment has never been so important. Here are three reasons why testing is so important before setting up a virtual desktop environment.

Testing 92

Testing Strategy Data Processing Optimization 92

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. To cope with these changes in demand and avoid overloads distribution companies will have to invest in optimizing the grid, which may put pressure on profitability and cash flows. .

Optimization 81

Optimization Data Analytics Analytics Cost-Benefit 81

Cloudera

SEPTEMBER 2, 2021

We tested the scaling capabilities of CDE with the following job runs to mimic a real-world scenario: . The tests ran for 3 hours on a 1 TB TPC-DS dataset queried from Hive. The AWS CDE Cluster that ran these tests was configured with 15 r5d.4xlarge Test results with Gang scheduling and bin-packing node sorting policy.

Optimization 84

Optimization Testing Cost-Benefit Measurement 84

Analytics Vidhya

NOVEMBER 19, 2021

In the model-building phase of any supervised machine learning project, we train a model with the aim to learn the optimal values for all the weights and biases from labeled examples. If we use the same labeled examples for testing our model […]. This is article was published as a part of the Data Science Blogathon.

Machine Learning 341

Machine Learning Testing Data Science Optimization 341

Sisense

NOVEMBER 5, 2019

Informational sessions, user acceptance training, and performance load testing are all vital parts of making sure that your new software suits everyone’s needs and can handle the strains that your organization will throw at them. Load testing might be one of the most important parts of this process. What Is Load Testing?

Testing 75

Testing Analytics Dashboards Software 75

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. There’s no doubt in my case.”

IT 111

IT Testing Optimization Modeling 111

Cloudera

JULY 15, 2021

Pandemic “Pressure” Testing. However, through this real-time “pressure test”, they identified areas of weakness, dependencies, and opportunities. The post Optimizing Risk and Exposure Management – Roundtable Highlights appeared first on Cloudera Blog.

Risk 99

Risk Optimization Management Insurance 99

Jedox

JUNE 24, 2021

They specialize in technology infrastructure, data and analytics of the go-to-market processes to measure the effectiveness of each channel, the overall performance of the marketing program and the sales organization, and support customer, product and market analysis and A/B testing. Collaboration and integration are key.

Sales 94

Sales Marketing Optimization Metrics 94

bridgei2i

SEPTEMBER 21, 2020

Case study: Commercial Investment Optimizer for a Global Brewery. A global manufacturer of consumer goods wanted to optimize their commercial investment across media channels to maximize their volume sales & profitability. Business Context. How BRIDGEi2i Delivered Value? Download the case study! Listen to our podcast AI to Impact!

Testing 52

Testing Manufacturing Optimization Sales 52

bridgei2i

JUNE 9, 2020

WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer TM. Without a sustainable solution in sight, and with the curve rising steadily in most countries, testing more and more cases remains the only solution. Pooled testing mainly involves the testing of a large group of subjects, split into sub-groups.

Testing 52

Testing Optimization Enterprise Strategy 52

AWS Big Data

SEPTEMBER 14, 2023

When testing the use of unaligned checkpoints, we recommend doing so with buffer debloating to prevent the state size from increasing. If unaligned checkpoints and buffer debloating together don’t improve checkpoint alignment duration, consider testing unaligned checkpoints alone. applications.

Snapshot 86

Snapshot Broadcasting Optimization Management 86

IBM Big Data Hub

JULY 10, 2023

Understanding vibrations Vibrations are multidimensional, so vibration testing requires an understanding of various parameters. Rectifying issues using vibration analysis helps organizations optimize asset efficiency and reduce energy consumption. And since rotating and reciprocating components (e.g., motors, compressors, pumps, etc.)

Optimization 56

Optimization IT Measurement Cost-Benefit 56

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

KDnuggets

SEPTEMBER 5, 2019

In this TensorFlow tutorial, you’ll learn the impact of optimizing both operators and entire graphs, how to efficiently organize data in training and testing datasets to minimize data shuffling, and how to identify a well-optimized model using Anaconda and ActivePython.

Optimization 51

Optimization Testing Modeling 51