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All Blog Posts Tagged 'Stream' (6)

Self Aware Streaming

 Self Aware Streaming

 

1. Problem Statement

By processing data in motion, Real time/stream processing enables you to get insight into your business and make vital decisions.

Challenges in Stream Processing -

  • Over-provisioning of resources for…
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Added by Daljeet Kaur on December 9, 2019 at 2:30am — No Comments

Model Serving: Stream Processing vs. RPC / REST - A Deep Learning Example with TensorFlow and Kafka

Machine Learning / Deep Learning models can be used in different ways to do predictions. My preferred way is to deploy an analytic model directly into a stream processing application (like Kafka Streams or KSQL). You could e.g. use the …

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Added by Kai Waehner on July 8, 2018 at 4:26pm — No Comments

Characteristics of Good Visual Analytics and Data Discovery Tools

Visual Analytics and Data Discovery allow analysis of big data sets to find insights and valuable information. This is much more than just classical Business Intelligence (BI). See this article for more details and motivation: "Using Visual Analytics to Make Better Decisions: the Death Pill Example". Let's take a look at important characteristics to choose the right tool for…

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Added by Kai Waehner on July 27, 2016 at 10:00pm — No Comments

Why the Cloud is crucial for Big Data

Why the cloud a crucial and good fit for large amount of data? Big data needs distributed clusters system of compute power, and which is how the cloud is architected.…

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Added by Priyanka Jain on June 28, 2016 at 9:00pm — No Comments

Collaborative Business Intelligence Aspects

Collaborative business intelligence is an environment In which users can communicate and collaborate each other with ease, they are able to sharing information, ideas, and decision making in their communities.

Information retention

Each and every day, no one holds the millions of data items of intellectual property (telephone calls , conversations, and e-mails) in companies and organizations across the world. Using important collaborative software to…

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Added by Priyanka Jain on May 19, 2016 at 9:00pm — No Comments

The Need for Speed: In-Memory and the Marriage of RDBMS and NoSQL

Summary:…

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Added by William Vorhies on November 5, 2015 at 10:00am — No Comments

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