AWS Big Data

MARCH 28, 2024

Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more, and Kinesis enables you to cost-effectively process streaming data at any scale. A rule in this system represents the state of a single metric (such as temperature) or a collection of metrics.

Management 80

Management Broadcasting IoT Metrics 80

Smart Data Collective

OCTOBER 8, 2019

Big data has taken all forms of sports analytics by storm, but we are only now really beginning to see what it can do for hockey. Data tracking technology has taken the work from the analysts, giving you statistics in real time. What KPIs Do Hockey Decision-Makers Track with Big Data? The Metrics.

Big Data 85

Big Data Broadcasting Statistics Metrics 85

AWS Big Data

SEPTEMBER 14, 2023

On receiving the signal, each source sub-task independently snapshots its state (for example, the offsets of the Kafka topic it is consuming) to a persistent storage, and then broadcasts a special record called checkpoint barrier (“CB” in the following diagrams) to all outgoing streams. It is then asynchronously sent to the backend.

Optimization 80

Optimization Snapshot Management Broadcasting 80

AWS Big Data

JANUARY 10, 2024

In an OpenSearch Service cluster, the active and standby zones can be checked at any time using Availability Zone rotation metrics, as shown in the following screenshot. These systems rely on an active leader node to identify failures or delays and then broadcast this information to all nodes.

Metadata 95

Metadata Broadcasting Data Processing Modeling 95

Smart Data Collective

MAY 31, 2023

Big data technology has significantly changed the marketing profession over the last few years. One of the biggest changes brought on by big data has been in the field of social media marketing. Analytics Insight talked about some of the many ways that data analytics is becoming more important for the social media giant.

Marketing 75

Marketing Data Analytics Analytics Interactive 75

IBM Big Data Hub

JULY 5, 2023

Today, asset management software helps companies maintain the most important information about their assets—such as condition, maintenance and repair history, location, licensing and performance metrics—more accurately and efficiently. What follows are some asset lifecycle management best practices that companies rely on.

Strategy 57

Strategy Management IoT Cost-Benefit 57

AWS Big Data

MAY 1, 2024

How to detect data skew When an AWS Glue job has issues with local disks (split disk issues), doesn’t scale with the number of workers, or has low CPU usage (you can enable Amazon CloudWatch metrics for your job to be able to see this), you may have a data skew issue. The following screenshot shows another example of data skew.

Broadcasting 59

Broadcasting Optimization Metrics Interactive 59

Occam's Razor

DECEMBER 8, 2017

If the Surface Marketing team is like every other team at every other company engaged in sponsorships and television advertising, it’ll measure the same collection of smart metrics like everyone else. They did not need Big Data or Artificial Intelligence to come to that conclusion. Better than Reach and Brand Lift metrics?

Broadcasting 121

Broadcasting Measurement Marketing Sales 121

The Unofficial Google Data Science Blog

AUGUST 31, 2016

By DAVID ADAMS Since inception, this blog has defined “data science” as inference derived from data too big to fit on a single computer. Thus the ability to manipulate big data is essential to our notion of data science. pt_rdd = parsed_input_rdd. deepcopy(c_centers) b_c_centers = sc. c_centers = [t.

Data Science 66

Data Science Sales Optimization Cost-Benefit 66

Smart Data Collective

APRIL 7, 2022

So it’s more than fair to say that having good quality data visualizations is something worth taking into account. Visualization unlocks big data difficulties. By 2025, the total amount of data that’s been created, captured and used globally will be around 180 zettabytes. Visualization tells and sells stories.

Visualization 131

Visualization Strategy Broadcasting Big Data 131