AWS Big Data

JUNE 17, 2024

The solution for this post is hosted on GitHub. Refer to the detailed deployment steps in the README file to deploy it in your own accounts. This is the bucket where you host all of your DAGs for your environment. [1.b] The project uses the AWS Cloud Development Kit (AWS CDK) and is set up like a standard Python project.

Strategy 97

Strategy Metadata Recreation/Entertainment Metrics 97

AWS Big Data

MARCH 13, 2024

Each service implements k-nearest neighbor (k-NN) or approximate nearest neighbor (ANN) algorithms and distance metrics to calculate similarity. For more information on the choice of index algorithm, refer to Choose the k-NN algorithm for your billion-scale use case with OpenSearch. zst`; do zstd -d $F; done rm *.zst Outputs[?

Data Processing 116

Data Processing Dashboards Machine Learning Metrics 116

AWS Big Data

AUGUST 27, 2024

The function captures usage and cost metrics, which are subsequently stored in Amazon Relational Database Service (Amazon RDS) tables. The following metrics are extracted as part of the process: vcore-seconds, memory MB-seconds, and storage GB-seconds. Refer to How do I set up a NAT gateway for a private subnet in Amazon VPC?

Metrics 82

Metrics Dashboards Data Lake Optimization 82

AWS Big Data

JULY 17, 2023

Refer to Setting up roles and users in Amazon OpenSearch Ingestion to get more details on roles and permissions required to use OpenSearch Ingestion. For instructions, refer to Step 2: Include the pipeline role in the domain access policy page.

Management 77

Management Analytics Data Processing Metrics 77

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. These metrics help agents improve their call handle time and also reallocate agents across organizations to handle pending calls in the queue. We use two datasets in this post.

Management 110

Management Metadata Analytics Dashboards 110

AWS Big Data

OCTOBER 25, 2023

For instructions, refer to Configure the pipeline role. For instructions, refer to Getting started. This limit is observed using the anomaly_detector.RCFInstances.value CloudWatch metric. The OpenSearch Ingestion pipeline exposes the anomaly_detector.cardinalityOverflow.count metric through CloudWatch.

Analytics 125

Analytics Data Processing Optimization Metrics 125

AWS Big Data

SEPTEMBER 24, 2024

For instructions, refer to Amazon S3 as a source. Refer to Source under Key concepts to understand the different types of sources that OSI uses. After you complete the steps that are common to both solutions, refer to Examples for configuring live replication for instructions to configure Amazon S3 cross-Region replication.

Data Processing 59

Data Processing Metrics Modeling Management 59

AWS Big Data

FEBRUARY 13, 2023

In this post, we discuss how you can use Amazon Managed Service for Prometheus and Amazon Managed Grafana to monitor, alert, and visualize HBase metrics. HBase has built-in support for exporting metrics via the Hadoop metrics subsystem to files or Ganglia or via JMX. For instructions, refer to Enable IAM Identity Center.

Management 78

Management Metrics Dashboards Big Data 78

IBM Big Data Hub

APRIL 15, 2024

This refers to their knowledge and skills to engage in safe online practices, such as creating strong passwords and recognizing phishing attempts. It’s crucial to establish a comprehensive set of metrics capable of measuring risk reduction and overall program success. First, we need to know employees’ capabilities.

Metrics 86

Metrics Measurement Risk Data Processing 86

AWS Big Data

MAY 16, 2024

OpenSearch hosts – Provide the OpenSearch Service domain endpoint for the host and provide the preferred index name to store the data. For more information, refer to Securing Amazon OpenSearch Ingestion pipelines within a VPC. For creating and updating documents on Amazon DocumentDB, refer to Working with Documents.

Data Processing 111

Data Processing Data Warehouse Management Metrics 111

AWS Big Data

JANUARY 2, 2024

It also emits Amazon CloudWatch metrics to help you better monitor and troubleshoot the streaming process. We also avoid the implementation details and packaging process of our test data generation application, referred to as the producer. For more information about Amazon ECS, refer to the Amazon ECS Developer Guide.

Testing 102

Testing Data Processing Metrics Publishing 102

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. For example, customer satisfaction metrics are used to drive a better customer experience.

KPI 221

KPI Management Key Performance Indicator Measurement 221

AWS Big Data

OCTOBER 31, 2024

The steps to build and run the solution are the following: Load sample patients’ data Prepare the prompt Enable LLM access Create a model that references the LLM model on Amazon Bedrock Send the prompt and generate a personalized patient diet plan Pre-requisites An AWS account. This can be helpful if you want to quickly ask an LLM a question.

Data Warehouse 101

Data Warehouse Modeling Metrics Insurance 101

datapine

MARCH 25, 2019

To help you understand the potential of analysis and how you can use it to enhance your business practices, we will answer a host of important analytical questions. Any stats, facts, figures, or metrics that don’t align with your business goals or fit with your KPI management strategies should be eliminated from the equation.

Key Performance Indicator 217

Key Performance Indicator Statistics Visualization Big Data 217

AWS Big Data

MARCH 7, 2024

We refer to this concept as outside-in data movement. For more details on data tiers within OpenSearch Service, refer to Choose the right storage tier for your needs in Amazon OpenSearch Service. For a list of supported metrics, refer to Monitoring pipeline metrics. Let’s look at an example use case. Example Corp.

Data Lake 118

Data Lake Analytics Dashboards Metrics 118

AWS Big Data

JUNE 12, 2024

For instructions, refer to Creating and managing Amazon OpenSearch Service domains. Create an SQS queue Amazon SQS offers a secure, durable, and available hosted queue that lets you integrate and decouple distributed software systems and components. You must have created an OpenSearch Service domain.

Dashboards 103

Dashboards Visualization Sales IoT 103

AWS Big Data

JUNE 19, 2023

Additionally, we create four EC2 instances to make configuration changes to the MSK cluster and host producer and consumer client applications. For more information, refer to the IAM access control for Amazon MSK. print-consumer-quota-metrics – Flag indicating whether client metrics should be printed on the terminal by ConsumerApp-1.

Metrics 76

Metrics Management Testing Publishing 76

AWS Big Data

SEPTEMBER 10, 2024

Redshift Test Drive is a tool hosted on the GitHub repository that let customers evaluate which data warehouse configurations options are best suited for their workload. Generating and accessing Test Drive metrics The results of Amazon Redshift Test Drive can be accessed using an external schema for analysis of a replay.

Testing 103

Testing Snapshot Data Warehouse Metrics 103

AWS Big Data

MARCH 6, 2024

The account on the right hosts the pseudonymization service, which you can deploy using the instructions provided in the Part 1 of this series. For an overview of how to build an ACID compliant data lake using Iceberg, refer to Build a high-performance, ACID compliant, evolving data lake using Apache Iceberg on Amazon EMR.

Metrics 101

Metrics Statistics Testing Data Lake 101

IBM Big Data Hub

FEBRUARY 15, 2024

Observability comprises a range of processes and metrics that help teams gain actionable insights into a system’s internal state by examining system outputs. In DevOps , the concept of observability has evolved to refer to the end-to-end visibility of a system state as dictated by telemetry data.

Metrics 66

Metrics Key Performance Indicator Snapshot KPI 66

datapine

MARCH 4, 2020

Here, we will consider the question ‘ What are operational reports,’ delve deeper into strategic reports, and examine a host of best operational reporting analysis practices. By working with a monthly report, it’s possible to create a sense of fluency and cohesion throughout the business by looking at metrics aimed at the midterm.

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

IBM Big Data Hub

APRIL 8, 2024

Refer to the Amazon RDS for Db2 pricing page for instances supported. Are there any constraints on the number of databases that can be hosted on an instance? If you require hosting multiple databases per instance, connect with an IBM or AWS representative to discuss your needs and request a proof of concept.   13.

Snapshot 68

Snapshot Data Warehouse Data Processing Management 68

AWS Big Data

SEPTEMBER 22, 2023

If you’d like to know more background about how we use Kafka at Stitch Fix, please refer to our previously published blog post, Putting the Power of Kafka into the Hands of Data Scientists. Monitoring and metrics MirrorMaker comes equipped with built-in metrics to monitor replication lag and other essential parameters.

Management 110

Management Metrics Cost-Benefit Data Lake 110

AWS Big Data

AUGUST 6, 2024

Monitoring and alerting The continuous observation and analysis of system components and performance metrics to detect and address issues, optimize resource usage, and provide overall health and reliability. Web UI Amazon MWAA comes with a managed web server that hosts the Airflow UI.

Cost-Benefit 97

Cost-Benefit Snapshot Metadata Metrics 97

AWS Big Data

JUNE 14, 2023

This post focuses on how to properly size your MSK tiered storage cluster, which metrics to monitor, and the best practices to consider when running a production workload. To simplify your sizing estimate, you can use the MSK Sizing and Pricing spreadsheet (for more information, refer to Best Practices ).

Metrics 84

Metrics Cost-Benefit Testing Optimization 84

AWS Big Data

AUGUST 19, 2024

This allows business analysts and decision-makers to gain valuable insights, visualize key metrics, and explore the data in depth, enabling informed decision-making and strategic planning for pricing and promotional strategies. Use Amazon Route 53 to create a private hosted zone that resolves the Snowflake endpoint within your VPC.

Analytics 100

Analytics Data-driven Data Integration Data Lake 100

AWS Big Data

NOVEMBER 6, 2024

Load balancing challenges with operating custom stream processing applications Customers processing real-time data streams typically use multiple compute hosts such as Amazon Elastic Compute Cloud (Amazon EC2) to handle the high throughput in parallel. x benefits, refer to Use features of the AWS SDK for Java 2.x. x dependency – KCL 3.0

Cost-Benefit 102

Cost-Benefit Metadata Optimization Publishing 102

datapine

JUNE 18, 2019

We live in a data-driven age, and the ability to use financial insights and metrics to your advantage will set you apart from the pack. Our monthly reports are on top illustrated with beautiful data visualizations that provide a better understanding of the metrics tracked. The reporting tools to do that exist for that very purpose.

Reporting 251

Reporting KPI Metrics Finance 251

datapine

APRIL 12, 2019

In essence, a project management dashboard is a data-driven platform that displays metrics, stats, and insights that are specific to a particular project or strategy by presenting a tailored mix of key performance indicators (KPIs) in one central location. Download right here our free guide and get started with dashboards!

Dashboards 233

Dashboards Management KPI Cost-Benefit 233

CIO Business Intelligence

JANUARY 6, 2023

Over-reliance on metrics has given rise to the term “ McNamara fallacy ” referring to the tragic missteps associated with the misaligned quantifications used during the Vietnam War. In other words, neglect the right uncertainties. The general consensus was that one of the best places to start managing hyper-uncertainty was talent.

Uncertainty 124

Uncertainty Strategy Data Processing Reporting 124

AWS Big Data

JULY 27, 2023

Redshift Test Drive also provides additional features such as a self-hosted analysis UI and the ability to replicate external objects that a Redshift workload may interact with. Compare replay performance Redshift Test Drive also provides the ability to compare the replay runs visually using a self-hosted UI tool.

Testing 66

Testing Data Warehouse Data Processing Snapshot 66

datapine

JANUARY 14, 2020

By increasing the service levels, customer satisfaction, and loyalty, among many other metrics, organizations can ultimately generate business value and increase profits. We have written a bit more on the average response time as one of our metrics examples below in our article, but the main point is to keep it as short as possible.

Reporting 168

Reporting KPI Metrics Dashboards 168

Cloudera

JULY 19, 2023

Cisco has multiple reference architectures for running Ozone. Relevance of Operations per Second to Scale Ozone Manager hosts the metadata for the Objects stored within Ozone and consists of a cluster of Ozone Manager instances replicated via Ratis (a raft implementation ).

Management 69

Management Metadata Metrics Optimization 69

IBM Big Data Hub

OCTOBER 17, 2023

The key components of Instana are host agents and agent sensors deployed on platforms like IBM Cloud®, AWS, and Azure. Real-time performance monitoring : Monitors key metrics in real time to detect anomalies and optimize performance. The components gather, consolidate, and transmit detailed monitoring data to the Instana backend.

Cost-Benefit 76

Cost-Benefit Optimization Data Processing Metrics 76

AWS Big Data

JUNE 8, 2023

For instructions, refer to Creating and managing Amazon OpenSearch Service domains. For Host , enter events.PagerDuty.com. This provides a query to retrieve metrics related to the cluster health. For Monitor type , select Per cluster metrics monitor. A PagerDuty account with access to create a service and integration.

Data Lake 80

Data Lake Dashboards Metrics Testing 80

The Unofficial Google Data Science Blog

JULY 17, 2018

Alternatively, guidance and insight may be delivered below the executive level to product managers and engineering leads, directing product feature development via metrics and A/B experiments. These snapshots comprise what we refer to as our search index.

Data Science 85

Data Science Snapshot Data Processing Optimization 85

datapine

FEBRUARY 9, 2023

White label reporting refers to the tools and features used by businesses and agencies to generate customizable interactive reports and dashboards that match their branding. For this reason, they decided to rely on white label metrics dashboards to boost company culture by using the logo and color palette of the organization.

Dashboards 186

Dashboards Reporting Sales Software 186