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Unlocking the Power of AI with a Real-Time Data Strategy

CIO

Titanium Intelligent Solutions, a global SaaS IoT organization, even saved one customer over 15% in energy costs across 50 distribution centers , thanks in large part to AI. Real-time decisioning can occur in minutes, seconds, milliseconds, or microseconds, depending on the use case. What kinds of decisions are necessary to be made in real-time?

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Understanding Apache Cassandra Memory Usage

Instaclustr

This article describes Apache Cassandra components that contribute to memory usage and provides some basic advice on tuning. Cassandra memory usage is split into JVM heap and offheap. Bloom filters let you look at data in Cassandra and determine between one of two possibilities for a given partition: .

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Top NoSQL Database Engines

InfoBest

But that is a story for another (more technical) article. But NoSQL has also started to gain popularity, not only for super large-scale projects, but for applications that require horizontal scalabily or for proof of concept projects due to the dynamic schema. CouchDB (Apache). Apache HBase. Yes, another one from Apache.

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The Importance of Distributed Tracing for Apache-Kafka-Based Applications

Confluent

Apache-Kafka ® -based applications stand out for their ability to decouple producers and consumers using an event log as an intermediate layer. This article describes how to instrument Kafka-based applications with distributed tracing capabilities in order to make dataflows between event-based components more visible.

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Machine Learning Pipeline: Architecture of ML Platform in Production

Altexsoft

Once data is prepared, data scientists start feature engineering. So, basically the end user can use it to get the predictions generated on the live data. Reasonably, with the access to data, anyone with a computer can train a machine learning model today. Machine learning preparation flow. Machine learning production pipeline.

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Zeebe.io?—?a horizontally scalable distributed workflow engine

Bernd Rucker

As a result, Zeebe is in the same class of systems like Apache Kafka. Append-only logs can be handled and scaled very efficiently, something we will dive deeper into in part two of this article ( to be released soon ). Zeebe uses event sourcing and event streaming concepts as well as replicated append-only log. to be released soon ).

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The Good and the Bad of Apache Spark Big Data Processing

Altexsoft

To some, the word Apache may bring images of Native American tribes celebrated for their tenacity and adaptability. On the other hand, the term spark often brings to mind a tiny particle that, despite its size, can start a large fire. What is Apache Spark? Apache Spark components.