AWS Big Data

MARCH 29, 2024

Real-time data streaming and event processing present scalability and management challenges. In this post, Nexthink shares how Amazon Managed Streaming for Apache Kafka (Amazon MSK) empowered them to achieve massive scale in event processing. In the following sections, Nexthink introduces their product and the need for scalability.

Data-driven 105

Data-driven Cost-Benefit Metrics Management 105

AWS Big Data

JANUARY 10, 2024

Amazon Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more. We show you how to scale by using metrics such as CPU, memory, backpressure, or any custom metric of your choice.

Metrics 112

Metrics Management Snapshot IT 112

Corinium

JANUARY 21, 2020

We are pleased to be working with our media partner, IQ International on our Chief Data & Analytics Officer Brisbane event, where they will be sharing some of their work in developing best practice data quality metrics for every industry. We will be joined by Dan Myers (USA), President at IQ International.

Data Quality 195

Data Quality Metrics Analytics 195

IBM Big Data Hub

NOVEMBER 29, 2023

By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.

Unstructured Data 84

Unstructured Data Data-driven ROI Machine Learning 84

CIO Business Intelligence

MARCH 1, 2024

It just crossed $100M in revenue and is approaching a major liquidity event, such as an IPO. But as you speak with an expanding cadre of lawyers, accountants, and bankers, you start to appreciate what such an event means for your department. And second, you have a clear metric of improvement: the number of days taken to close.”

IT 105

IT Software Reporting Metrics 105

AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard.

Metrics 103

Metrics Dashboards Metadata Visualization 103

AWS Big Data

MARCH 25, 2025

In the event of a failure to communicate to MSK cluster due to primary region impairment, you need to fail over the clients to the secondary MSK cluster. For Replication starting position , we choose Earliest , so that we can get all the events from the start of the source topics. The MessageLag metric should come down close to 0.

Metrics 86

Metrics Testing Management Risk 86

O'Reilly on Data

MARCH 27, 2019

Below you'll find links to highlights from the event. Theresa Johnson outlines the AI powering Airbnb’s metrics forecasting platform. Watch highlights from expert talks covering AI, machine learning, data analytics, and more. People from across the data world are coming together in San Francisco for the Strata Data Conference.

Uncertainty 273

Uncertainty Forecasting Machine Learning Data-driven 273

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 97

Metrics Testing Strategy Metadata 97

AWS Big Data

OCTOBER 30, 2024

Overview of the auto-copy feature in Amazon Redshift The auto-copy feature in Amazon Redshift leverages the S3 event integration to automatically load data into Amazon Redshift and simplifies automatic data loading from Amazon S3 with a simple SQL command. You can enable Amazon Redshift auto-copy by creating auto-copy jobs.

Data Warehouse 91

Data Warehouse Sales Data Lake Recreation/Entertainment 91

CIO Business Intelligence

JANUARY 21, 2025

Speaking at a university event in Taiwan, TSMC CEO and Chairman C.C. Cost of maintaining the fab, the fab utilization rate, and the yield rate are key metrics to keep the fab profitable, said Neil Shah, partner, and co-founder at Counterpoint Research.

Manufacturing 116

Manufacturing Cost-Benefit Recreation/Entertainment Technology 116

O'Reilly on Data

MAY 1, 2019

Below you'll find links to highlights from the event. Cait O’Riordan discusses the North Star metric the Financial Times uses to drive subscriber growth. People from across the data world are coming together in London for the Strata Data Conference. Making the future. Watch " Making the future.". Finding your North Star.

Advertising 218

Advertising Machine Learning Predictive Analytics Data Science 218

AWS Big Data

DECEMBER 5, 2024

Hydro is powered by Amazon MSK and other tools with which teams can move, transform, and publish data at low latency using event-driven architectures. 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 81

Metrics Dashboards Testing Optimization 81

Cloudera

DECEMBER 4, 2024

also includes enhancements that make operating and monitoring data pipelines easier than ever: Notifications: Stay informed about the health and performance of your data flows with customizable notifications that alert you to critical events. Simplifying Operations and Enhancing Observability DataFlow 2.9

Metrics 93

Metrics Data Integration Management Modeling 93

AWS Big Data

JUNE 19, 2023

When it comes to near-real-time analysis of data as it arrives in Security Lake and responding to security events your company cares about, Amazon OpenSearch Service provides the necessary tooling to help you make sense of the data found in Security Lake. Under Log and event sources , specify what the subscriber is authorized to ingest.

Publishing 97

Publishing Dashboards Visualization Management 97

datapine

MARCH 8, 2021

Like many of today’s most important industries, digital data, metrics and KPIs (key performance indicators) are a part of a bright and prosperous future – and a comprehensive healthcare report has the power to deliver in each of these critical areas. Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

Cloudera

NOVEMBER 13, 2024

Furthermore, Fine Tuning Studio comes with deep MLFlow experiments integration , so every metric related to a fine tuning job can be viewed in Cloudera AI’s Experiments view. The training jobs use Cloudera’s Workbench compute resources, and users can track the performance of a training job within the UI. Data Preparation.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

AWS Big Data

NOVEMBER 22, 2024

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. This approach helps in managing storage costs while maintaining the flexibility to analyze historical trends when needed.

Data Lake 86

Data Lake Data Warehouse Cost-Benefit Data Transformation 86

datapine

JULY 8, 2020

A COO (chief operating officer) dashboard is a visual management tool used by COOs to connect multiple data sources, track, evaluate, and help COOs to optimize operational processes within a company by using interactive metrics and advanced analytical capabilities. Choose the most valuable metrics for your industry.

Dashboards 202

Dashboards Reporting Metrics Visualization 202

Rocket-Powered Data Science

JULY 19, 2023

using high-dimensional data feature space to disambiguate events that seem to be similar, but are not). In fact, anytime that any streaming data monitoring metric shows higher than usual volatility, this may be an indicator that the monitored thing requires some attention, an investigation, and possibly an intervention.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

AWS Big Data

DECEMBER 27, 2024

The following table summarizes the metrics. Metric Amazon EMR 7.5 Metric Amazon EMR 7.5 times better Baseline In addition to the time-based metrics discussed so far, data from Spark event logs show that Amazon EMR scanned approximately 3.4 Metric Amazon EMR 7.5 with Iceberg enabled was 0.42 and Iceberg 1.6.1

Cost-Benefit 103

Cost-Benefit Testing Metrics Optimization 103

CIO Business Intelligence

JANUARY 30, 2025

They will also need to determine what action would dictate a human acting as the loop so that there is no confusion as to who does what, when and according to what event action. Metrics should include system downtime and reliability, security incidents, incident response times, data quality issues and system performance.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

AWS Big Data

NOVEMBER 27, 2024

By using dbt Cloud for data transformation, data teams can focus on writing business rules to drive insights from their transaction data to respond effectively to critical, time sensitive events. Solution overview Let’s consider TICKIT , a fictional website where users buy and sell tickets online for sporting events, shows, and concerts.

Data Warehouse 95

Data Warehouse Analytics Testing Modeling 95

AWS Big Data

JUNE 6, 2023

It’s important for business users to be able to see quality scores and metrics to make confident business decisions and debug data quality issues. It provides insights and metrics related to the performance and effectiveness of data quality processes. We can analyze the data quality score and metrics using Athena SQL queries.

Data Quality 80

Data Quality Metrics Visualization Dashboards 80

Juice Analytics

AUGUST 8, 2021

Start simple, with a path to more information Mailchimp’s weekly email report is especially concise, starting with just a couple of key metrics. In this example, Spotify developed a metric for ranking fans of different artists, letting them surprise you with fun facts like this one.

Reporting 140

Reporting Metrics Visualization IT 140

David Menninger's Analyst Perspectives

MARCH 23, 2023

Existing tools and dashboards are effective for observing standard metrics; however, they do not address follow-up questions, such as why things are happening or how those events impact performance. Organizations also struggle to derive complete value from big data.

Machine Learning 130

Machine Learning Dashboards Metrics Big Data 130

Smart Data Collective

JANUARY 6, 2021

The time when people had to watch a one-sided sporting event is long gone, viewers can now play the game alongside through the mode of esports. However, limitations with standard analytical models t can keep them from assessing and recording those metrics. They can even enjoy auto-curated highlights packages as the game progresses. .

Internet of Things 139

Internet of Things IoT Broadcasting Big Data 139

AWS Big Data

NOVEMBER 21, 2024

In the event that any of them crash, the entire cluster goes down. This automatic recovery for primary nodes is also reflected in the MultiMasterInstanceGroupNodesRunning or MultiMasterInstanceGroupNodesRunningPercentage Amazon CloudWatch metric emitted by Amazon EMR for your cluster.

Metrics 62

Metrics Machine Learning Strategy Big Data 62

CIO Business Intelligence

JANUARY 23, 2024

For example, McKinsey suggests five metrics for digital CEOs , including the financial return on digital investments, the percentage of leaders’ incentives linked to digital, and the percentage of the annual tech budget spent on bold digital initiatives. As a result, outcome-based metrics should be your guide.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

AWS Big Data

DECEMBER 4, 2024

Amazon CloudWatch , a monitoring and observability service, collects logs and metrics from the data integration process. Amazon EventBridge , a serverless event bus service, triggers a downstream process that allows you to build event-driven architecture as soon as your new data arrives in your target. Open the AWS Glue console.

Data Integration 99

Data Integration Data Lake Statistics Data-driven 99

BA Learnings

OCTOBER 3, 2021

Events A circle, commonly at the beginning and end of a process, but also possible elsewhere. Capable of coming in various places, events are either milestones in a process, or actions outside of the process’ control. Throwing events, in contrast, are events that possess and produce an output that may or may not exit the process.

Metrics 130

Metrics Measurement Modeling Software 130

CIO Business Intelligence

SEPTEMBER 9, 2024

First, a brief description of these three types of AI: Causal AI analyzes data to infer the root causes of events. Even better, AIOps can learn from past events to predict problems before they occur and, in many cases, automatically fix them without any human intervention at all.

Metrics 124

Metrics Modeling Management Reporting 124

Smart Data Collective

SEPTEMBER 23, 2020

Essentially, you’ll want to assign a specific lead generation or conversion metric to SEO. The metric itself will depend upon your site’s goals. Event: Whether they triggered an event, i.e. played a video, downloaded a file. So, it’s best to use Destinations, or Events goals for SEO instead. Image Source ).

Strategy 135

Strategy Analytics Metrics Measurement 135

AWS Big Data

OCTOBER 25, 2023

Although this walkthrough uses VPC flow log data, the same pattern applies for use with AWS CloudTrail , Amazon CloudWatch , any log files as well as any OpenTelemetry events, and custom producers. Create an S3 bucket for storing archived events, and make a note of S3 bucket name. Set up an OpenSearch Service domain.

Analytics 131

Analytics Data Processing Optimization Metrics 131

CIO Business Intelligence

JANUARY 21, 2025

Engage stakeholders: Work with finance and operations teams to align on budgets, shared goals, and success metrics. International Data Corporation (IDC) is the premier global provider of market intelligence, advisory services, and events for the technology markets. the worlds leading tech media, data, and marketing services company.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

DataKitchen

NOVEMBER 18, 2022

As he thinks through the various journeys that data take in his company, Jason sees that his dashboard idea would require extracting or testing for events along the way. So, the only way for a data journey to truly observe what’s happening is to get his tools and pipelines to auto-report events. An event or rules engine.

Testing 130

Testing Statistics Measurement Dashboards 130

AWS Big Data

FEBRUARY 13, 2025

The VolumeReadBytes and VolumeWriteBytes metrics should be checked to make sure the source cluster volume throughput has additional bandwidth to handle any additional read from the disk. Monitor replication When the MSK replicator is up and running, monitor the MessageLag metric. The MessageLag metric should come down to 0.

Metrics 65

Metrics Metadata Strategy Management 65