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 95

Optimization Metrics Data Processing Snapshot 95

AWS Big Data

AUGUST 21, 2024

To address this requirement, Redshift Serverless launched the artificial intelligence (AI)-driven scaling and optimization feature, which scales the compute not only based on the queuing, but also factoring data volume and query complexity. The slider offers the following options: Optimized for cost – Prioritizes cost savings.

Optimization 82

Optimization Data Lake Data Warehouse Cost-Benefit 82

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 117

Optimization Testing Data-driven Strategy 117

datapine

SEPTEMBER 29, 2022

6) Data Quality Metrics Examples. However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Data quality management is a set of practices that aim at maintaining a high quality of information. Table of Contents. 1) What Is Data Quality Management?

Data Quality 241

Data Quality Metrics Data-driven Management 241

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. As a PM, collecting information about your product performance, its features, the market adoption, etc., What Are Product Metrics? Types Of Product Metrics. is essential.

Metrics 141

Metrics KPI Measurement Dashboards 141

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

AWS Big Data

NOVEMBER 3, 2023

Better visibility can lend itself to gains in operational efficiency, informed business decisions, and further transparency into your return on investment (ROI) when using the various features available through AWS Glue. No matter the industry or level of maturity within AWS, our customers require better visibility into their AWS Glue usage.

Metrics 94

Metrics Dashboards Metadata Visualization 94

IBM Big Data Hub

MAY 7, 2024

In this article, we will discuss why observing microservice applications on Kubernetes is crucial and several metrics that you should focus on as part of your observability strategy. Why should you observe microservice health running on Kubernetes and what are the Kubernetes metrics you should monitor?

Metrics 71

Metrics Measurement Optimization Data Processing 71

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

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. Highly optimized portfolios leverage outsourcing to ensure that commodity-based sourcing is offloaded to outsourcers, freeing up internal teams to focus on strategic projects that add value and effectively manage costs.

Optimization 107

Optimization IT Metrics Marketing 107

AWS Big Data

NOVEMBER 20, 2023

When running properly, it provides timely and trustworthy information. Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. This post demonstrates how the new enhanced metrics help you monitor and debug AWS Glue jobs.

Metrics 102

Metrics Data Lake Cost-Benefit Dashboards 102

IBM Big Data Hub

JUNE 10, 2024

SLAs should precisely define the key metrics—service-level agreement metrics—that will be used to measure service performance. These metrics are often related to organizational service level objectives (SLOs ). The key is monitoring the right metrics. Crucially, they define how performance will be measured.

Metrics 58

Metrics Key Performance Indicator Measurement Cost-Benefit 58

AWS Big Data

AUGUST 21, 2023

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. An OpenSearch Service domain. Choose Next.

Metrics 92

Metrics Testing Strategy Metadata 92

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

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. Sign in to your workspace.

Metrics 105

Metrics Dashboards Visualization Key Performance Indicator 105

IBM Big Data Hub

JULY 5, 2023

However, cloud services costs can be higher than anticipated, so monitoring and optimizing your cloud spend is critical. Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value.

Optimization 63

Optimization Forecasting ROI Metrics 63

Smart Data Collective

JULY 9, 2023

One benefit is that they can help with conversion rate optimization. Understanding E-commerce Conversion Rates There are a number of metrics that data-driven e-commerce companies need to focus on. It is a crucial metric that provides priceless information about your website’s ability to transform visitors into paying customers.

Optimization 73

Optimization Data Analytics Analytics Data-driven 73

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. However, many new online store leaders don’t take nearly enough notice of the information available to them. Audience Information. Another vital metric is the conversion rate.

Metrics 132

Metrics Analytics Cost-Benefit Sales 132

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. For instance, they display trend lines, pivot points, low volatility and other metrics in distinct colors. Exit based on strategies: Such plans can assist you in limiting losses as they inform the system when to stop trading.

Visualization 133

Visualization Optimization Analytics Testing 133

AWS Big Data

JUNE 27, 2023

Our previous solution offered visualization of key metrics, but point-in-time snapshots produced only in PDF format. In this post, we discuss how we built a solution using QuickSight that delivers real-time visibility of key metrics to public sector recruiters. We can pick what we need, and use what we need with pay-as-you-go pricing.

Metrics 97

Metrics Dashboards Interactive Visualization 97

Smart Data Collective

AUGUST 17, 2021

Many companies have found that analytics technology is ideal for optimizing their business models in a number of ways. The best way to measure and analyze the growth of a business is to use business metrics. There are a lot of data analytics tools that track these metrics and help businesses make more informed decisions.

Measurement 125

Measurement Optimization Analytics Metrics 125

Smart Data Collective

SEPTEMBER 5, 2022

But how does AI technology help eCommerce brands optimize for mobile? Here are a few ways AI technology helps eCommerce brands optimize for mobile; Consumer Data Analysis. This requires AI technology to identify and give insights into different metrics. The eCommerce industry has not been left behind. Voice Search.

Optimization 117

Optimization Technology Interactive Marketing 117

Jet Global

JANUARY 8, 2021

An Operations Key Performance Indicator (KPI) or metric is a discrete measurement that a company uses to monitor and evaluate the efficiency of its day-to-day operations. Why Your Company Should Be Using Operational Metrics to Stay Competitive. This allows management to quickly make informed decisions that are backed up by data.

Metrics 131

Metrics Manufacturing Reporting KPI 131

FineReport

MAY 19, 2021

Here, we introduce the definition and importance of purchase reports and provide templates and guidelines to inform you how to write an appropriate purchase report. Typically, a procurement report includes purchase information of goods and/or services, available budgets, and so on. Purchasing Dashboard/Report & Key Metrics.

Dashboards 93

Dashboards Metrics Reporting Forecasting 93

AWS Big Data

JULY 29, 2024

This enables more informed decision-making and innovative insights through various analytics and machine learning applications. You will learn about an open-source solution that can collect important metrics from the Iceberg metadata layer. It is essential for optimizing read and write performance.

Metadata 112

Metadata Snapshot Data Lake Metrics 112

Smart Data Collective

SEPTEMBER 21, 2021

However, your data-driven business model won’t be very helpful if you don’t focus on the right metrics. There is information readily available these days to track, manage, and analyze, and it’s easier and cheaper to do so than ever. Plus, the metric can help you plan the best layout for your shop.

Data-driven 111

Data-driven Metrics Big Data Sales 111

Jedox

JUNE 24, 2021

For at least two decades now, the Internet has enabled customers to be increasingly better informed, and the next supplier somewhere in the world is just a click away. Potential customers now expect accurate, fast, and consistent information across all channels and departmental boundaries between marketing and sales.

Sales 98

Sales Marketing Optimization Metrics 98

DataKitchen

NOVEMBER 5, 2024

Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. Such issues often go unnoticed until a user or analyst reports missing information in a dashboard or report, by which point the delay has already impacted business decision-making.

Data Quality 198

Data Quality Testing Metrics Reporting 198

CIO Business Intelligence

DECEMBER 4, 2023

Although less complex than the “4 Vs” of big data (velocity, veracity, volume, and variety), orienting to the variety and volume of a challenging puzzle is similar to what CIOs face with information management. Operationalizing data to drive revenue CIOs report that their roles are rising in importance and impact. Structure/Operationalize.

Unstructured Data 52

Unstructured Data Data Lake Business Objectives Metadata 52

IBM Big Data Hub

AUGUST 15, 2023

The scale serves as your trusted navigator, providing tangible metrics and keeping you on track. Similarly, comprehending the savings realized in a cloud-cost-optimization journey offers valuable insights into the impact of your efforts. This continuous process ensures that we have up-to-date and accurate billing information.

Optimization 60

Optimization Measurement Cost-Benefit Dashboards 60

IBM Big Data Hub

DECEMBER 18, 2023

Achieving consistently high performance requires an efficient routing system, optimizing traffic between the services your application depends on. The “shed load” filter steers traffic to compliant providers based on load-related metrics, helping manage contractual or cost limits automatically.

Optimization 69

Optimization Metadata Metrics Management 69

Smart Data Collective

APRIL 1, 2020

Tracking the right metrics is an important part of running a successful business. The Science and Information Organization talks about this in detail in one of their white papers written by Alazar Baharu. Here you will read about four metrics that are super crucial for your SaaS business. How to calculate this metric?

Metrics 100

Metrics Big Data Machine Learning Optimization 100

AWS Big Data

SEPTEMBER 27, 2024

We have launched job worker metrics in Amazon CloudWatch for EMR Serverless. This feature allows you to monitor vCPUs, memory, ephemeral storage, and disk I/O allocation and usage metrics at an aggregate worker level for your Spark and Hive jobs. This post is part of a series about EMR Serverless observability.

Dashboards 101

Dashboards Metrics Testing Optimization 101

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 80

Metrics Cost-Benefit Reporting Optimization 80

Jet Global

APRIL 14, 2021

A healthcare Key Performance Indicator (KPI) or metric is a well-defined performance measure that is used to observe, analyze, optimize, and transform a healthcare process to increase satisfaction for both patients and healthcare providers alike. While this metric is very useful, it is also very general.

Metrics 98

Metrics Reporting KPI Insurance 98

Jet Global

NOVEMBER 12, 2020

Users can quickly reference key metrics, see updated data in real time, and immediately understand the positives and negatives of performance. Optimizing your dashboards is about maximizing their relevance, utility, and accessibility. Include the Right Metrics. Luckily, all of those factors are within your control.

Dashboards 87

Dashboards Optimization Metrics Data-driven 87

Jet Global

DECEMBER 21, 2020

COVID-19 brought a new urgency to financial reporting, with businesses needing to have an accurate view of their cash flow in order to inform future planning. The Best of 2020: Dashboards and Key Metrics. How to Optimize Your Accounts Receivable Dashboard with Examples. 2020’s Most Talked About Topic: Cash Flow. Tiny Charts.

Finance 105

Finance Dashboards Metrics Reporting 105