Ajay Thorve – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-07-25T18:19:13Z http://www.open-lab.net/blog/feed/ Ajay Thorve <![CDATA[Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10]]> http://www.open-lab.net/blog/?p=81987 2024-07-25T18:19:13Z 2024-07-03T16:00:00Z At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...]]>

At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help maximize the efficiency of GPU resources. We are excited to follow that up by announcing that NVDashboard v0.10 is now available to use. This update introduces a host of improvements, including data streaming through WebSockets for…

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Ajay Thorve <![CDATA[Accelerated Data Analytics: A Guide to Data Visualization with RAPIDS]]> http://www.open-lab.net/blog/?p=67804 2023-12-12T23:47:02Z 2023-07-11T20:00:00Z Visualization brings data to life, unveiling hidden patterns and insights through accessible visuals, and empowering you and your organization to perceive the...]]>

Visualization brings data to life, unveiling hidden patterns and insights through accessible visuals, and empowering you and your organization to perceive the invisible, make informed decisions, and fully leverage your data. Especially when working with large datasets, interaction can be difficult as render and compute times become prohibitive. Switching to RAPIDS libraries, such as cuDF…

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Ajay Thorve <![CDATA[GPU Accelerating Node.js JavaScript for Visualization and Beyond]]> http://www.open-lab.net/blog/?p=35117 2022-08-21T23:52:20Z 2021-07-28T17:00:00Z NVIDIA GTC21 had numerous great and engaging contents, especially around RAPIDS, so it would be easy to miss our debut presentation ��Using RAPIDS to...]]>

NVIDIA GTC21 had numerous great and engaging contents, especially around RAPIDS, so it would be easy to miss our debut presentation “Using RAPIDS to Accelerate Node.js JavaScript for Visualization and Beyond.” Yep – we are bringing the power of GPU accelerated data science to the JavaScript Node.js community with the Node-RAPIDS project. Node-RAPIDS is an open-source…

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Ajay Thorve <![CDATA[Making a Plotly Dash Census Viz Powered by RAPIDS]]> http://www.open-lab.net/blog/?p=34285 2022-08-21T23:52:10Z 2021-07-12T17:00:00Z TL; DR The use of Plotly's Dash, RAPIDS, and Data shader allows users to build viz dashboards that both render datasets of 300 million+ rows and remain highly...]]>

TL; DR The use of Plotly’s Dash, RAPIDS, and Data shader allows users to build viz dashboards that both render datasets of 300 million+ rows and remain highly interactive without the need for precomputed aggregations. Dash is an open-source framework from Plotly for building interactive web application-based dashboards using Python. In addition, the RAPIDS suite of open-source…

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Ajay Thorve <![CDATA[Interactively Visualizing a DriveTime Radius from Any Point in the US]]> http://www.open-lab.net/blog/?p=31222 2022-08-21T23:51:32Z 2021-05-11T16:00:00Z What is geospatial drive time? Geospatial analytics is an important part of real estate decisions for businesses, especially for retailers. There are many...]]>

Geospatial analytics is an important part of real estate decisions for businesses, especially for retailers. There are many factors that go into deciding where to place a new store (demographics, competitors, traffic) and such a decision is often a significant investment. Retailers who understand these factors have an advantage over their competitors and can thrive. In this blog post…

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