AWS Big Data

JANUARY 9, 2025

Iceberg offers distinct advantages through its metadata layer over Parquet, such as improved data management, performance optimization, and integration with various query engines. Iceberg provides a comprehensive SQL interface that allows quant teams to interact with their data using familiar SQL syntax.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

datapine

APRIL 13, 2021

The answer is modern agency analytics reports and interactive dashboards. Your Chance: Want to test a powerful agency analytics software? Explore our 14 days free trial & benefit from interactive agency reports! In this article, we will cover every fundamental aspect to take advantage of agency analytics.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 97

Metrics Dashboards Testing Optimization 97

AWS Big Data

NOVEMBER 22, 2024

Athena plays a critical role in this ecosystem by providing a serverless, interactive query service that simplifies analyzing vast amounts of data stored in Amazon Simple Storage Service (Amazon S3) using standard SQL. Next, use the dbt Cloud interactive development environment (IDE) to deploy your project.

Data Lake 103

Data Lake Data Warehouse Cost-Benefit Data Transformation 103

AWS Big Data

AUGUST 8, 2024

AppsFlyer empowers digital marketers to precisely identify and allocate credit to the various consumer interactions that lead up to an app installation, utilizing in-depth analytics. Additionally, we discuss the thorough testing, monitoring, and rollout process that resulted in a successful transition to the new Athena architecture.

Interactive 124

Interactive Metadata Optimization Testing 124

CIO Business Intelligence

FEBRUARY 6, 2025

They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. In retail, they can personalize recommendations and optimize marketing campaigns. This article reflects some of what Ive learned. And guess what?

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

NOVEMBER 25, 2024

It’s an iterative process that involves regular monitoring, testing, and refining to make sure the AI is always working with the best possible data. For example, if you’re using an AI chatbot to enhance customer experience, it’s critical that the training data is directly tied to real-world customer interactions.

Data Quality 99

Data Quality Interactive ROI Modeling 99

O'Reilly on Data

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” You can see a simulation as a temporary, synthetic environment in which to test an idea. Millions of tests, across as many parameters as will fit on the hardware.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

O'Reilly on Data

JUNE 7, 2022

We have a lot of vague notions about the Turing test, but in the final analysis, Turing wasn’t offering a definition of machine intelligence; he was probing the question of what human intelligence means. And granted, a lot can be done to optimize training (and DeepMind has done a lot of work on models that require less energy).

Modeling 364

Modeling Interactive Optimization Deep Learning 364

AWS Big Data

APRIL 28, 2023

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. In this post, we demonstrate a tactical approach to help you manage and reduce cost through monitoring and optimization techniques on top of your AWS Glue workloads. includes the new optimized Apache Spark 3.3.0

Optimization 122

Optimization Metrics Interactive Data Integration 122

AWS Big Data

NOVEMBER 27, 2024

This enables the line of business (LOB) to better understand their core business drivers so they can maximize sales, reduce costs, and further grow and optimize their business. An AWS Identity and Access Management (IAM) user with sufficient permissions to interact with the AWS Management Console and related AWS services.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

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

Smart Data Collective

JUNE 3, 2022

On the other hand, UX Designers are the ones in charge of how users interact with the product once it is introduced to them. To solve these issues, product designers facilitate solutions, create multiple test plans, produce wireframes, and make rounds of A/B testing. Who is a UX Designer? How UX Designers Use AI.

Optimization 119

Optimization Cost-Benefit Data-driven Testing 119

AWS Big Data

NOVEMBER 17, 2023

Amazon Athena is a serverless, interactive analytics service built on open source frameworks, supporting open table file formats. 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.

Optimization 130

Optimization Statistics Metadata Data Lake 130

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Professional CRM reporting technologies are interactive, customizable, and offer a wealth of potential when it comes to telling an effective story with your data.

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. Your Chance: Want to test a professional logistics analytics software? A testament to the rising role of optimization in logistics.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

Cloudera

NOVEMBER 13, 2020

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. Query optimization in databases is a long standing area of research, with much emphasis on finding near optimal query plans.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

IBM Big Data Hub

NOVEMBER 6, 2023

Gateways create a single entry point for all API requests, and act as a security layer by applying security policies, helping to standardize API interactions and offering features like request/response transformation, caching and logging. Security testing. Installing an API gateway is one of the easiest ways to restrict API access.

Optimization 113

Optimization Testing Software Risk 113

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 115

Optimization Metrics Data Processing Snapshot 115

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. Engineering teams also risk drowning in tangled service interactions instead of delivering new features.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

datapine

SEPTEMBER 1, 2020

Your Chance: Want to test a market research reporting software? On a typical market research results example, you can interact with valuable trends, gain an insight into consumer behavior, and visualizations that will empower you to conduct effective competitor analysis. Let’s get started. What Is A Market Research Report?

Reporting 247

Reporting Marketing KPI Dashboards 247

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. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. For us, agents are essential to interacting with our data, he says.

Software 143

Software Risk Enterprise Cost-Benefit 143

O'Reilly on Data

SEPTEMBER 15, 2020

This in turn would increase the platform’s value for users and thus increase engagement, which would result in more eyes to see and interact with ads, which would mean better ROI on ad spend for customers, which would then achieve the goal of increased revenue and customer retention (for business stakeholders).

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

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 97

Optimization Data Analytics Analytics Data-driven 97

datapine

APRIL 8, 2020

While there are other data analysis methods you can use to analyze and optimize your results, a SQL data dashboard is based on a relational database that is updated in real-time, therefore you don’t need to pull reports that are set in the past. Your Chance: Want to test a SQL dashboard software completely for free?

Dashboards 209

Dashboards Software Visualization Sales 209

CIO Business Intelligence

OCTOBER 24, 2024

The rest of their time is spent creating designs, writing tests, fixing bugs, and meeting with stakeholders. “So Determining the optimal level of autonomy to balance risk and efficiency will challenge business leaders,” Le Clair said. Forrester’s 2024 developer survey showed that developers spend about 24% of their time coding.

ROI 127

ROI Data-driven Enterprise Experimentation 127

AWS Big Data

DECEMBER 17, 2024

First query response times for dashboard queries have significantly improved by optimizing code execution and reducing compilation overhead. We have enhanced autonomics algorithms to generate and implement smarter and quicker optimal data layout recommendations for distribution and sort keys, further optimizing performance.

Data Lake 98

Data Lake Data Warehouse Data-driven Optimization 98

AWS Big Data

OCTOBER 24, 2024

It allows organizations to secure data, perform searches, analyze logs, monitor applications in real time, and explore interactive log analytics. With its scalability, reliability, and ease of use, Amazon OpenSearch Service helps businesses optimize data-driven decisions and improve operational efficiency. 1)[0] data = open(path, 'r').read()

Visualization 105

Visualization Management Data Processing Testing 105

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. Another increasing factor in the future of business intelligence is testing AI in a duel. Today, managers and workers need to interact differently as they face an always-more competitive environment.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

AUGUST 12, 2020

We will discuss report examples and templates you can use to create your own report, use its features in an interactive way, and discover relevant inputs for your specific industry. In the process, we will use an online data visualization software that lets us interact with, and drill deeper into bits and pieces of relevant data.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

AWS Big Data

NOVEMBER 7, 2024

With Amazon Q, you can spend less time worrying about the nuances of SQL syntax and optimizations, allowing you to concentrate your efforts on extracting invaluable business insights from your data. Refer to Easy analytics and cost-optimization with Amazon Redshift Serverless to get started. For this post, we use Redshift Serverless.

Metadata 105

Metadata Sales Data Warehouse Optimization 105

datapine

OCTOBER 21, 2021

While traditional reports often include a summary, body, and conclusion in a written format, this post will focus on interactive monthly reports created with a professional dashboard creator. Your Chance: Want to test modern reporting software for free? Let’s get started! What Is A Monthly Report?

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211

datapine

JULY 11, 2019

The rise of innovative, interactive, data-driven dashboard tools has made creating effective dashboards – like the one featured above – swift, simple, and accessible to today’s forward-thinking businesses. The interactive nature of data dashboards means that you can let go of PowerPoint-style presentations from the 90s.

Dashboards 319

Dashboards Metrics Visualization Key Performance Indicator 319

AWS Big Data

JULY 27, 2023

With the launch of Amazon Redshift Serverless and the various deployment options Amazon Redshift provides (such as instance types and cluster sizes), customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Redshift workload.

Testing 93

Testing Data Warehouse Data Processing Snapshot 93

Cloudera

JULY 15, 2021

Pandemic “Pressure” Testing. However, through this real-time “pressure test”, they identified areas of weakness, dependencies, and opportunities. Contagion Impacts – interactions of different risks and related impacts were brought into focus by the pandemic and it highlighted the area that need attention.

Risk 100

Risk Optimization Management Insurance 100

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. These enable customer service representatives to focus their time and attention on more high-value interactions, leading to a more cost-efficient service model. Evaluate the performance of trained LLMs.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

datapine

NOVEMBER 11, 2021

By optimizing every single department and area of your business with powerful insights extracted from your own data you will ensure your business succeeds in the long run. Business intelligence tools provide you with interactive BI dashboards that serve as powerful communication tools to keep teams engaged and connected.

Business Intelligence 213

Business Intelligence Dashboards Interactive Visualization 213