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Krones real-time production line monitoring with Amazon Managed Service for Apache Flink

AWS Big Data

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.

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Sport analytics leverage AI and ML to improve the game

CIO Business Intelligence

Jamie Capel-Davies, head of science and technical for ITF, says metrics don’t mean much if you can’t communicate them effectively in time to make use of them. One of the key things we were looking at was what were the most important metrics and how can they be communicated effectively,” he says.

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How the Internet of Things and AI will Transform Sports Business?

Smart Data Collective

However, limitations with standard analytical models t can keep them from assessing and recording those metrics. The advent of artificial intelligence and big data in sports management makes the measurement of the metrics a lot easier. Streaming and broadcasting. Performance and training analysis.

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Optimize checkpointing in your Amazon Managed Service for Apache Flink applications with buffer debloating and unaligned checkpoints – Part 2

AWS Big Data

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.

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How Data Storytelling Can Build Better Customer Connections

Juice Analytics

What metrics are you going to emphasize? Twitter is encouraging activity by making their first reported measure ‘number of Tweets.’. Frameworks like the “North Star Metric” force a product organization to understand the key measures of customer value. Is the data story a collaboration or a one-way broadcast?

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Optimize checkpointing in your Amazon Managed Service for Apache Flink applications with buffer debloating and unaligned checkpoints – Part 1

AWS Big Data

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.

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5G use cases that are transforming the world

IBM Big Data Hub

This makes 5G’s Block Error Rate (BER)—a metric of error frequency—much lower. Lower latency: 5G’s low latency , a measurement of the time it takes data to travel from one location to another, is a significant upgrade over previous generations.

IoT 105