datapine

OCTOBER 11, 2023

With the help of the right logistics analytics tools, warehouse managers can track powerful metrics and KPIs and extract trends and patterns to ensure everything is running at its maximum potential. Making the use of warehousing metrics a huge competitive advantage. That is where warehouse metrics and KPIs come into play.

Metrics 217

Metrics KPI Management Cost-Benefit 217

O'Reilly on Data

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What breaks your app in production isnt always what you tested for in dev! The way out? How do we do so?

Testing 187

Testing Data-driven Software Measurement 187

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. Let’s get going. What Are Social Media KPIs?

Metrics 219

Metrics KPI Strategy ROI 219

AWS Big Data

OCTOBER 25, 2024

Gaining granular visibility into application-level costs on Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) clusters presents an opportunity for customers looking for ways to further optimize resource utilization and implement fair cost allocation and chargeback models. It can be modified to use vcoreSeconds instead if necessary.

Metrics 109

Metrics Cost-Benefit Reporting Optimization 109

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. Solution overview The MSK clusters in Hydro are configured with a PER_TOPIC_PER_BROKER level of monitoring, which provides metrics at the broker and topic levels.

Metrics 98

Metrics Dashboards Testing Optimization 98

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. When tied directly to strategic objectives, software delivery metrics become business enablers, not just technical KPIs. Complex ideas that remain purely verbal often get lost or misunderstood.

Enterprise 118

Enterprise Technology Metrics Measurement 118

CIO Business Intelligence

JANUARY 7, 2025

The good news is all major cloud providers frameworks do the same thing: Operational excellence Security Cost optimization Reliability Performance efficiency Sustainability The framework helps in implementing the financial controls (FinOps) that we will discuss separately, management of workloads (BaseOps) and security controls (SecOps).

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

datapine

SEPTEMBER 29, 2022

6) Data Quality Metrics Examples. Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. The data quality analysis metrics of complete and accurate data are imperative to this step. Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

DataKitchen

MARCH 20, 2025

Rather than concentrating on individual tables, these teams devote their resources to ensuring each pipeline, workflow, or DAG (Directed Acyclic Graph) is transparent, thoroughly tested, and easily deployable through automation. Instead, their primary success metric is whether their processes run smoothly and without errors.

Data Quality 161

Data Quality Testing Metrics Management 161

DataKitchen

APRIL 13, 2021

Testing and Data Observability. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Testing and Data Observability. Production Monitoring and Development Testing.

Testing 300

Testing Machine Learning Consulting Data Science 300

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 145

Visualization Optimization Analytics Testing 145

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. The creators of generative AI systems and Large Language Models already have tools for monitoring, modifying, and optimizing them.

Metrics 359

Metrics Reporting Measurement Finance 359

CIO Business Intelligence

OCTOBER 30, 2024

To help your brand stay ahead, we’ve gathered some tips directly from Quantum Metric customers, who represent 40% of the worldwide internet users. Canadian Tire worked with Quantum Metric to optimize promo codes to drive a 40% increase in online sales. Monitor payment success rates, and set alerts for spikes in payment failures.

Key Performance Indicator 114

Key Performance Indicator Sales Metrics Testing 114

AWS Big Data

DECEMBER 27, 2024

Amazon EMR on EC2 , Amazon EMR Serverless , Amazon EMR on Amazon EKS , Amazon EMR on AWS Outposts and AWS Glue all use the optimized runtimes. This is a further 32% increase from the optimizations shipped in Amazon EMR 7.1 Benchmark tests for the EMR runtime for Spark and Iceberg were conducted on Amazon EMR 7.5 on EC2 clusters.

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? As with any other business out there, agencies manage big amounts of data in the form of surveys, social media metrics, website performance, or any other information related to their client’s goals. Your Chance: Want to test a powerful agency analytics software?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

NOVEMBER 19, 2024

Development teams starting small and building up, learning, testing and figuring out the realities from the hype will be the ones to succeed. In our real-world case study, we needed a system that would create test data. This data would be utilized for different types of application testing.

Testing 135

Testing Cost-Benefit Interactive ROI 135

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

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 126

Testing Data Analytics Analytics Big Data 126

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Data-driven Testing Strategy 128

Smart Data Collective

AUGUST 16, 2021

Crazy Egg, Google Analytics, Voluum and other analytics tools make it a lot easier to create a well-optimized and profitable business. Pay attention to the following metrics in your analytics dashboard to help you achieve greater success with your store. This metric is the average number you have to put in to get new customers.

Metrics 135

Metrics Analytics Cost-Benefit Sales 135

AWS Big Data

DECEMBER 19, 2024

However, although OTFs reduce the complexity of maintaining efficient tables, they still require some regular maintenance to make sure tables remain in an optimal state. With this new feature, as you enable the Data Catalog optimizer. MoR compaction, now generally available, allows for efficient handling of streaming data.

Data Lake 98

Data Lake IoT Metadata Testing 98

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

O'Reilly on Data

JUNE 19, 2019

In a previous post , we noted some key attributes that distinguish a machine learning project: Unlike traditional software where the goal is to meet a functional specification, in ML the goal is to optimize a metric. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Modeling 247

Modeling Machine Learning Testing Metrics 247

CIO Business Intelligence

OCTOBER 24, 2024

DEX best practices, metrics, and tools are missing Nearly seven in ten (69%) leadership-level employees call DEX an essential or high priority in Ivanti’s 2024 Digital Experience Report: A CIO Call to Action , up from 61% a year ago. Most IT organizations lack metrics for DEX.

IT 118

IT Metrics Cost-Benefit Measurement 118

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: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics. Another concern is if regulations force holistic model retraining, forcing CIOs to switch to alternatives to remain compliant.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

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

CIO Business Intelligence

OCTOBER 29, 2024

Beyond AI, EA plays a critical role in ensuring the incorporation of ESG sustainability principles into architecture designs, standards and metrics. E-waste was 57 Mts (megatons) or 1 million metric tons in 2021, heavier than the entire Great Wall of China. New key metrics to capture include: Alignment with strategic goals.

Enterprise 121

Enterprise Cost-Benefit Metrics Strategy 121

datapine

FEBRUARY 10, 2021

Likes, comments, shares, reach, CTR, conversions – all have become extremely significant to optimize and manage regularly in order to grow in our competitive digital environment. Your Chance: Want to test a social media dashboard software for free? Your Chance: Want to test a social media dashboard software for free?

Dashboards 193

Dashboards Scorecard KPI Metrics 193

AWS Big Data

JUNE 3, 2024

Imagine you have a fleet of web servers logging performance metrics for each web request served into a Kinesis data stream with two shards and you used a request URL as the partition key. You can use the WriteProvisionedThrougputExceeded metric in Amazon CloudWatch in this case. and 120,000 as upper limits).

Optimization 126

Optimization Metrics Data Processing Testing 126

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. After the data is in Amazon Redshift, dbt models are used to transform the raw data into key metrics such as ticket trends, seller performance, and event popularity.

Data Warehouse 111

Data Warehouse Analytics Testing Sales 111

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. To inspire your customer relationship management report for managing your metrics, explore our cutting-edge selection of KPI examples. Test, tweak, evolve.

Dashboards 265

Dashboards Reporting KPI Visualization 265

O'Reilly on Data

FEBRUARY 18, 2025

During the interview, Jake made a statement about AI testing that was widely shared: One of the things we learned is that after it passes 100 tests, the odds that it will pass a random distribution of 100k user inputs with 100% accuracy is very high. Of course, theres more to making improvements than just relying on tools and metrics.

Testing 179

Testing Metrics Modeling Measurement 179

AWS Big Data

NOVEMBER 22, 2024

This upgrade allows you to build, test, and deploy data models in dbt with greater ease and efficiency, using all the features that dbt Cloud provides. Furthermore, you can gain insights into the performance of your data transformations with detailed execution logs and metrics, all accessible through the dbt Cloud interface.

Data Lake 104

Data Lake Data Warehouse Cost-Benefit Data Transformation 104

AWS Big Data

FEBRUARY 13, 2024

AWS Glue has made this more straightforward with the launch of AWS Glue job observability metrics , which provide valuable insights into your data integration pipelines built on AWS Glue. This post, walks through how to integrate AWS Glue job observability metrics with Grafana using Amazon Managed Grafana. Choose Save & test.

Metrics 126

Metrics Dashboards Visualization Key Performance Indicator 126