Cloudera

JUNE 26, 2023

Impala only masquerades as an ETL pipeline tool: use NiFi or Airflow instead It is common for Cloudera Data Platform (CDP) users to ‘test’ pipeline development and creation with Impala because it facilitates fast, iterate development and testing. CM facilitates issue diagnosis with health test functions, metrics, charts, and visuals.

Testing 75

Testing Data Processing Visualization Data Science 75

Cloudera

JULY 24, 2023

As a result, the platform development team needs to test many different combinations to ultimately identify the right major / minor version of each project that properly integrates with the rest of the custom distribution. Those metrics include not just specific variables and metrics collected by each service (e.g.,

Analytics 65

Analytics Testing Metrics Management 65

IBM Big Data Hub

OCTOBER 16, 2023

They differ from virtual machines in that they leverage the features and resources of the host OS versus requiring a guest OS in every instance. Containerization helps DevOps teams avoid the complications that arise when moving software from testing to production.

Data Processing 77

Data Processing Dashboards Metrics Software 77

AWS Big Data

AUGUST 21, 2023

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space. With OpenSearch’s Search Comparison Tool , you can compare the different approaches.

Data Processing 89

Data Processing Experimentation Visualization Metrics 89

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 84

Measurement Metrics Reporting Strategy 84

CIO Business Intelligence

MAY 23, 2023

Edgio <link rel=”preconnect” href=”[link] /> Pre-connect is another important optimization tool for any sites hosting third-party content like scripts and plugins. This will help with Interaction to Next Paint (INP) metrics, an important factor in how Google measures the performance of your website.

IT 94

IT Testing Optimization Measurement 94

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing. We got 600 people together to test gen AI in a sandbox to try different use cases in 54 different categories.” It’s not about reducing headcount, he adds.

IT 127

IT Consulting Testing Cost-Benefit 127

CIO Business Intelligence

OCTOBER 21, 2022

There are a host of reasons, many centered on the cloud’s ability to enable more flexible, omnichannel service delivery and enhanced CX solutions. You can access far more than the standard surface-level metrics, such as average handle times or wait times. And the best tools offer real-time access to these metrics.

Cost-Benefit 81

Cost-Benefit Testing Metrics Marketing 81

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. In practice, the workloads may be bottlenecked by other broker resources like CPU, memory, and disk, so it’s important to do load tests.

Metrics 80

Metrics Cost-Benefit Testing Optimization 80

IBM Big Data Hub

DECEMBER 18, 2023

We’ve done “emergency” migrations in as little as a day, but generally, we prefer a few weeks to allow customers time to test various functions as thoroughly as they’d like. Step four: Consistency check In this phase, we test your configurations for accuracy and reliability.

Risk 76

Risk Metrics Optimization Testing 76

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. The agent handles file rotation, checkpointing, and retry upon failures. southeast-2.amazonaws.com/producer:latest",

Testing 90

Testing Data Processing Metrics Publishing 90

datapine

MARCH 19, 2019

It offers ease of access through mobile devices, on the go, with critical metrics displayed at-a-glance. Design for ‘bigger fingers’: With mobile platforms especially, people will use their fingers to interact with your dashboards – and of course, peoples’ fingers come in a host of shapes and sizes.

Dashboards 112

Dashboards Visualization Metrics KPI 112

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 Metrics KPI Finance 251

AWS Big Data

JUNE 8, 2023

For Host , enter events.PagerDuty.com. Configure OpenSearch Service alerts to send notifications to PagerDuty We can monitor OpenSearch cluster health in two different ways: Using the OpenSearch Dashboard alerting plugin by setting up a per cluster metrics monitor. For Monitor type , select Per cluster metrics monitor.

Data Lake 76

Data Lake Dashboards Metrics Testing 76

AWS Big Data

JUNE 19, 2023

In this post, we walk you through the step-by-step implementation of setting up Kafka quotas in an MSK cluster while using IAM access control and testing them through sample client applications. Additionally, we create four EC2 instances to make configuration changes to the MSK cluster and host producer and consumer client applications.

Metrics 72

Metrics Management Testing Publishing 72

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

Cloudera

FEBRUARY 17, 2022

After Ambari has been upgraded, download the cluster blueprints with hosts. Since Ambari has been upgraded to Ambari7, one must follow steps to upgrade Ambari Infra, Ambari Logsearch and Ambari Metrics. Post-upgrade steps include application upgrade testing, validations, configuration and tuning. Stage 3: Post-Upgrade Steps.

Testing 95

Testing Data Processing Metadata Management 95

Cloudera

AUGUST 19, 2020

An application example would be a metrics store. During our testing, we noticed that upgrading from JDK8 to JDK 11 within CDP 7 can improve performance by another 10%. In our test runs, CDP 7 was updated to use JDK 11 for YCSB workload runs shown above. Test Environment. Test Methodology. 100% UPDATE operations.

Testing 69

Testing Data Processing Snapshot Measurement 69

Cloudera

OCTOBER 20, 2021

Stress testing was heavily scrutinized in the post 2008 financial crisis. In a BIS advisory report , it was highlighted that the stress testing scenarios used by the banks were insufficient to capture the extreme risks and fluctuations that were realized. Alignment : the steps needed to adjust and determine next steps (ex.

Risk 78

Risk Modeling Risk Management Measurement 78

datapine

JULY 17, 2019

Picture procurement metrics – you need to know if suppliers fulfill your demands, their capacity to respond to urgent demands, costs of orders, and many other indicators to efficiently track your company’s performance. Also, explore our guide to KPI management and learn from a host of helpful best practices.

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

CIO Business Intelligence

NOVEMBER 14, 2023

The result was a cost-neutral cloud hosting solution that delivered other benefits such as a better user experience, rapid and transparent updates, and variable cloud usage patterns. Quantifiable, dynamic, and outcome-oriented metrics are essential to track progress. Do we have the right talent in place?

Strategy 143

Strategy Cost-Benefit IT Key Performance Indicator 143

AWS Big Data

FEBRUARY 26, 2024

Now that all components have been deployed, we can test the solution and conduct various searches on the OpenSearch Service index. Test the solution Complete the following steps to test the solution: On the API Gateway console, navigate to your API and choose the ANY method. Choose the Test tab.

Dashboards 60

Dashboards Testing Metrics Optimization 60

CIO Business Intelligence

NOVEMBER 29, 2023

If you choose not to use a cloud provider’s native services in order to remain agnostic, you lose many of the ‘better, cheaper, faster’ business case metrics,” says Holcombe. Financial services company USAA carefully chose which of its four cloud service providers host each of its workloads and regular business applications. “We

Recreation/Entertainment 122

Recreation/Entertainment Testing Strategy Risk 122

CIO Business Intelligence

MAY 17, 2023

While best known for Aussie rules games, Marvel Stadium has also hosted some of the biggest international sporting events such as UFC, FIFA World Cup Qualifiers and international rugby union tests. More than two million people attend events at the stadium each year, according to the AFL. Not just the best stadium experience.”

Technology 85

Technology Metrics Digital Transformation Data Processing 85

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

DataRobot

JUNE 29, 2021

As part of the same process, it also generates and tests a whole host of new models and presents the top ones as recommended challengers. Above image shows a DataRobot MLOps retraining policy set to trigger when data drift occurs. Continuous AI not only retrains your current production models for you. It asks The Robot.

Machine Learning 80

Machine Learning Data Processing Forecasting Modeling 80

DataRobot Blog

MAY 26, 2022

These methods provided the benefit of being supported by rich literature on the relevant statistical tests to confirm the model’s validity—if a validator wanted to confirm that the input predictors of a regression model were indeed relevant to the response, they need only to construct a hypothesis test to validate the input.

Risk 52

Risk Modeling Metrics Business Objectives 52

IBM Big Data Hub

AUGUST 16, 2023

The organization should also decide which cloud service type to utilize from three different options: IaaS (Infrastructure-as-a-Service) provides on-demand access to cloud-hosted physical and virtual servers, storage and networking—the backend IT infrastructure for running applications and workloads in the cloud.

Cost-Benefit 67

Cost-Benefit Data Processing Optimization Software 67

CIO Business Intelligence

SEPTEMBER 22, 2022

Seeing that remote working continues to be a pressing issue still finding its footing after nearly three years in beta testing, the work surrounding feasible solutions seems to compound as time goes on, with some intending a full return to office while others have forged the company future on remote models.

Uncertainty 107

Uncertainty Forecasting Visualization Big Data 107

AWS Big Data

MAY 2, 2023

If your updates to a dataset triggers multiple subsequent DAGs, then you can use the Airflow metric max_active_tasks_per_dag to control the parallelism of the consumer DAG and reduce the chance of overloading the system. The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data.

Testing 97

Testing Experimentation Management Metadata 97

Jet Global

JANUARY 30, 2020

This is one of those metrics that everyone tracks , yet each company interprets differently. Our financial reporting dashboards track financial KPIs and a host of other performance metrics using advanced automation. To fully appreciate the effect this has on decision making, take the working capital dashboard for a test drive.

Dashboards 64

Dashboards Sales Metrics Reporting 64

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. This has serious implications for software testing, versioning, deployment, and other core development processes. Is the product something that customers need?

Management 332

Management Machine Learning Experimentation Metrics 332

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

DataRobot

JUNE 10, 2021

To foster innovation in this area, AICrowd hosted a competition to predict the olfactory properties of a molecule. DataRobot also provides per-label metrics so that metrics per class can be compared. Below are the per-label metrics provided by DataRobot for model evaluation purposes.

Metrics 52

Metrics Machine Learning Visualization Experimentation 52

CIO Business Intelligence

OCTOBER 13, 2022

Hosting the entire infrastructure on-premise will turn out to be exorbitant,” he says. This is followed by an end-to-end testing upgrading from component,” Kumar says. “If At the end of that sprint, users would have a UI/UX for testing and it would be open to any changes if required instead of being there till the end of the project.”.

ROI 130

ROI IT Sales Consulting 130

CIO Business Intelligence

FEBRUARY 20, 2023

The Boston-based test-equipment manufacturer recently enlisted McKinsey to conduct education sessions with leaders across the company to help them understand specific issues women confront in advancing their careers. The key is using metrics to focus efforts where it’s needed most. “We

IT 110

IT Insurance Strategy Manufacturing 110

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers.

Experimentation 103

Experimentation Testing Optimization Measurement 103