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How materialized views provide instant visibility into aggregate data

October 20, 2020
By: David Rolfe

Over the last decade, SQL has fallen out of fashion and is now seeing a resurgence. As applications become more complex, people realize they need a data manipulation language, and SQL is the obvious choice as it’s a proven and well-known mechanism for manipulating related data structures. In this blog post, we discuss how Volt […]

Stream views — the untold story

November 10, 2016
By: Briana Matejcik
Stream views are a recent addition to Volt Active Data. With stream views, we get the utility of the aggregations – real-time analytics – without the memory footprint of their source tables. A stream view is a materialized view of data that’s inserted into your stream tables. With Volt Active Data stream views, the aggregations [...]

Top 3 Kafka Streams Challenges

April 11, 2024
By: Mark Simborg
We’ve been writing a lot about challenges lately. We recently wrote about API challenges – now we’re discussing challenges with Kafka Streams.  Volt is very big on Kafka, as we specialize in complementing it in a really powerful way to allow enterprises to get the most out of it.  That said, a lot of companies [...]

How Volt Active Data Complements Vertica for Network Intelligence and Automation Applications

August 16, 2021
By: Adrian Scholes
To deliver reliable, fast, and responsive services, providers demand real-time automation informed by actionable insights gleaned from the torrents of data and device telemetry events streaming through their networks.  For ages, it seemed that one could have the speed or data granularity in network analytics, but not both, or that one could enjoy both speed [...]

The Four Things You Need for Contextual Decision-Making

July 13, 2021
By: Mark Simborg
Why Enterprises Need Contextual Decisioning The world today is faster-paced than ever before, and the explosive growth of both 5G and the Internet of Things (IoT) is generating a greater variety of data at extremely high velocity. As a result, enterprises are now faced with an extremely short window of opportunity to respond to events [...]

How to Use Contextual Decisioning to Optimize Business Outcomes

June 24, 2021
By: Dheeraj Remella
More and more organizations are seeking to operationalize their decisions into software-enabled platforms as part of their digital transformation.  These same organizations have invested quite heavily (and recently) in big data and machine learning. This has led them to understand how fast business situations evolve when operating at web scale and how this pace is [...]

Volt Active Data Gets 66K TPS on the “Telecom Application Transaction Processing” Benchmark

October 08, 2019
By: David Rolfe
Introduction The “Telecom Application Transaction Processing” benchmark was devised to model telco system behavior for benchmark purposes. The documentation describes it as follows: The Telecommunication Application Transaction Processing (TATP) benchmark is designed to measure the performance of a relational DBMS/OS/Hardware combination in a typical telco application. The benchmark generates a flooding load on a database [...]

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