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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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The Role of Data Analytics in Football Performance

Smart Data Collective

Today, teams utilize sophisticated tracking systems, video analysis tools, and wearable devices to gather a wide range of performance metrics. In addition to performance metrics, data collection also includes injury and fitness data. However, the advent of advanced technologies and analytics has ushered in a new era of data collection.

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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. Today, many mundane but necessary tasks associated with equipment repair and optimization are being turned over to machines thanks to 5G connectivity paired with AI and ML capabilities.

IoT 105
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Asset lifecycle management strategy: What’s the best approach for your business?

IBM Big Data Hub

Greater alignment across business units: Optimize management processes according to a variety of factors beyond just the condition of a piece of equipment. Radio frequency identifier tags (RFID): RFID tags broadcast information about the asset they’re attached to using radio-frequency signals and Bluetooth technology.

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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

Internally, Apache Flink uses clever mechanisms to maintain exactly-once state consistency, while also optimizing for throughput and reduced latency. The time a sub-task spends on the synchronous and asynchronous parts of the checkpoint is measured by Sync Duration and Async Duration metrics, shown by the Apache Flink UI.

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Hackers Steal Credit Cards Using Google Analytics: How to Protect Your Business From Cyber Threats

Smart Data Collective

Hackers have turned to exploiting website optimization platform Google Analytics to steal credit cards, passwords, IP addresses and a whole host of compromising information that can be shared by hacked sites. Although you have to request a demo to get started. If you need an enterprise edition, it may come at a dollar.

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Machine Learning Improves Mesh Networks & Fights Dead Zones

Smart Data Collective

These networks can be even more effective when they are optimized with machine learning. There is a primary router, which is connected to an internet modem and broadcasts a signal throughout the house. As useful as mesh networks can be, they are even more effective when optimized with machine learning.