Smart Data Collective

JANUARY 6, 2021

Even college sports teams have discovered the benefits of big data and started using it to make stronger cases to potential sponsors. As it continues to grow, the introduction of big data technology is helping the physical world expand from real-life person-to-person contact to the virtual esports world. billion in 2020.

Internet of Things 136

Internet of Things IoT Broadcasting Big Data 136

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. Watermarks A watermark is a mechanism used to track and measure the progress of event time in a data stream.

Management 81

Management Broadcasting IoT Metrics 81

AWS Big Data

SEPTEMBER 14, 2023

We’ve already discussed how checkpoints, when triggered by the job manager, signal all source operators to snapshot their state, which is then broadcasted as a special record called a checkpoint barrier. Then it broadcasts the barrier downstream. For more details, refer to Limitations.

Snapshot 89

Snapshot Broadcasting Optimization Management 89

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. The Surface team is likely measuring it with deep granularity (by individual games, geo, days, times of days, and a lot more).

Broadcasting 121

Broadcasting Measurement Marketing Sales 121

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 133

Visualization Strategy Broadcasting Big Data 133

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 81

Optimization Snapshot Management Broadcasting 81

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 77

Marketing Data Analytics Analytics Interactive 77