The Open Analytics Blog

Open Analytics: A new approach to intelligent video analytics

The demand for edge analytics is increasing rapidly with the explosion of streaming data from sensors, cameras, and other sources. Of these, video remains the dominant data source with over a billion cameras deployed globally. Enterprises want to extract intelligence from these data streams to create business value. As such, over the past decade, we’ve

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January 20, 2022

From platform to product?

Over the past 20 years, we have seen the growth of “platform economies of scale,” which have led to a transformative business environment and changes in global economic wealth. Companies have been typically competing on products. Yet platforms generate move value. Platforms can create multiple revenue streams, while products typically generate just one. Of the

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December 14, 2021

Nimble application framework with cross-platform support

With the release of Megh VAS 100 comes a new addition to the Megh Computing solution stack: the Nimble application framework. Nimble is a fast and lightweight service-based framework for implementing CPU, GPU, and FPGA video analytics pipelines. As illustrated below, Nimble sits on top of Arka, Sira, and Deep Learning Engine (DLE), enabling seamless

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May 3, 2021

Data streaming with Arka runtime APIs

The Arka runtime is Megh’s data streaming framework. Arka enables applications to build custom data pipelines spanning multiple devices and accelerators. Low-level details are abstracted away by Arka’s resource manager, which maps an application’s pipeline request to the pool of available hardware. This technology enables low-latency, low-overhead data streaming over complex functional topologies through Arka’s

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January 23, 2021

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