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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

We have talked extensively about the many industries that have been impacted by big data. many of our articles have centered around the role that data analytics and artificial intelligence has played in the financial sector. However, many other industries have also been affected by advances in big data technology.

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5G use cases that are transforming the world

IBM Big Data Hub

Error rates: 5G’s adaptive Modulation and Coding Scheme (MCS), a schematic that WiFi devices use to transmit data, is more powerful than ones in 3G and 4G networks. This makes 5G’s Block Error Rate (BER)—a metric of error frequency—much lower.

IoT 99
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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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Asset lifecycle management best practices: Building a strategy for success

IBM Big Data Hub

Read this blog post to explore how digital twins can help you optimize your asset performance. A sound ALM strategy ensures compliance no matter where data is being stored. RFID tags broadcast a variety of information about an asset in addition to its location, including the temperature and humidity of its environment.

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Data Analytics Helps Marketers Make the Most of Instagram Stories

Smart Data Collective

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. Most savvy marketers recognize the importance of using analytics technology to optimize their strategies to get a higher ROI.