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Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

Major news events can set the markets afire with electronic trades. In the old days of batch analytics, bursts of data traffic were easier to manage. Though some data sources like event streams were starting to arrive in real time, neither data nor queries were time sensitive. A meme can suddenly go viral among teenagers.

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Data Mesh Architecture: Revolutionizing Event Streaming with Striim

Striim

Data Mesh is revolutionizing event streaming architecture by enabling organizations to quickly and easily integrate real-time data, streaming analytics, and more. By exploring the benefits of using Data Mesh for your event streaming architecture, this article will help you decide if it’s the right solution for your organization.

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Data News — Week 23.12

Christophe Blefari

I really liked the presentations from Mage and Kestra and even if I was focus on hosting the event it was great to see 2 other visions about the future of orchestration. Ludovic, the CTO who presented Kestra at the event, said that he started the development while at a mission at Leroy Merlin where people were heavily unhappy about Airflow.

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Why Mutability Is Essential for Real-Time Data Analytics

Rockset

To deliver real-time analytics, companies need a modern technology infrastructure that includes these three things: A real-time data source such as web clickstreams, IoT events produced by sensors, etc. A platform such as Apache Kafka/Confluent , Spark or Amazon Kinesis for publishing that stream of event data.

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A Gentle Introduction to Analytical Stream Processing

Towards Data Science

From Enormous Data back to Big Data Say you are tasked with building an analytics application that must process around 1 billion events (1,000,000,000) a day. thousand (k) events a second (or around 695k events a minute if the event stream is constant), which is an easier number to rationalize. Listing 9–1.

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Demystifying Modern Data Platforms

Cloudera

July brings summer vacations, holiday gatherings, and for the first time in two years, the return of the Massachusetts Institute of Technology (MIT) Chief Data Officer symposium as an in-person event. A key area of focus for the symposium this year was the design and deployment of modern data platforms.

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Snowflake’s Performance Optimizations Help ESO Reduce Costs by 60%

Snowflake

Emergency response teams can look at historical data to understand how they can improve their performance for future events. Brown’s team replaced its Cloudera cluster running the analytics application with Snowflake in January 2022. This data is also used for legal and regulatory purposes.

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