Unified memory Talk outline [28 slides] I. State of art of technology A 2015 graphics card: Kepler/Maxwell GPU with GDDR5 memory
![Together we are Even More Powerful: GPU folding gets a powerup with NVIDIA CUDA support! – Folding@home Together we are Even More Powerful: GPU folding gets a powerup with NVIDIA CUDA support! – Folding@home](https://foldingathome.org/wp-content/uploads/2020/09/speedups-horizontal-median.png)
Together we are Even More Powerful: GPU folding gets a powerup with NVIDIA CUDA support! – Folding@home
![Efficient model of tumor dynamics simulated in multi-GPU environment - Adrian Kłusek, Marcin Łoś, Maciej Paszyński, Witold Dzwinel, 2019 Efficient model of tumor dynamics simulated in multi-GPU environment - Adrian Kłusek, Marcin Łoś, Maciej Paszyński, Witold Dzwinel, 2019](https://journals.sagepub.com/cms/10.1177/1094342018816772/asset/images/large/10.1177_1094342018816772-fig10.jpeg)
Efficient model of tumor dynamics simulated in multi-GPU environment - Adrian Kłusek, Marcin Łoś, Maciej Paszyński, Witold Dzwinel, 2019
![DeepHealth on X: "@DeepHealthEU winter #school today's participants enjoyed lab, #GPU #programming, FPGA and quantization sessions from @BSC_CNS, @unito, @UPV and @CEA_Officiel. Don't miss tomorrow @LexisProject and @CYBELE_H2020 representatives ... DeepHealth on X: "@DeepHealthEU winter #school today's participants enjoyed lab, #GPU #programming, FPGA and quantization sessions from @BSC_CNS, @unito, @UPV and @CEA_Officiel. Don't miss tomorrow @LexisProject and @CYBELE_H2020 representatives ...](https://pbs.twimg.com/media/FKIyBcQWUAclu6t.jpg)
DeepHealth on X: "@DeepHealthEU winter #school today's participants enjoyed lab, #GPU #programming, FPGA and quantization sessions from @BSC_CNS, @unito, @UPV and @CEA_Officiel. Don't miss tomorrow @LexisProject and @CYBELE_H2020 representatives ...
![Electronics | Free Full-Text | CUDA-Optimized GPU Acceleration of 3GPP 3D Channel Model Simulations for 5G Network Planning Electronics | Free Full-Text | CUDA-Optimized GPU Acceleration of 3GPP 3D Channel Model Simulations for 5G Network Planning](https://www.mdpi.com/electronics/electronics-12-03214/article_deploy/html/images/electronics-12-03214-g002.png)
Electronics | Free Full-Text | CUDA-Optimized GPU Acceleration of 3GPP 3D Channel Model Simulations for 5G Network Planning
![Cricket: A virtualization layer for distributed execution of CUDA applications with checkpoint/restart support - Eiling - 2022 - Concurrency and Computation: Practice and Experience - Wiley Online Library Cricket: A virtualization layer for distributed execution of CUDA applications with checkpoint/restart support - Eiling - 2022 - Concurrency and Computation: Practice and Experience - Wiley Online Library](https://onlinelibrary.wiley.com/cms/asset/a79ebfe6-d92d-4349-ba93-74de86bd11b1/cpe6474-fig-0001-m.jpg)
Cricket: A virtualization layer for distributed execution of CUDA applications with checkpoint/restart support - Eiling - 2022 - Concurrency and Computation: Practice and Experience - Wiley Online Library
Part 3: Using CUDA Kernel Concurrency and GPU Application Profiling for Optimizing Inference on DRIVE AGX | NVIDIA On-Demand
![Low-latency Edge AI Solution for Retail, Manufacturing and Smart Cities - Lanner Electronics | Network Appliance | uCPE SD-WAN| MEC Server | Intelligent Edge Appliance Low-latency Edge AI Solution for Retail, Manufacturing and Smart Cities - Lanner Electronics | Network Appliance | uCPE SD-WAN| MEC Server | Intelligent Edge Appliance](https://i.imgur.com/T2JRTNm.jpg)
Low-latency Edge AI Solution for Retail, Manufacturing and Smart Cities - Lanner Electronics | Network Appliance | uCPE SD-WAN| MEC Server | Intelligent Edge Appliance
![Begin at the beginning: Feature selection for Big Data by Amparo Alonso at Big Data Spain 2015 - Speaker Deck Begin at the beginning: Feature selection for Big Data by Amparo Alonso at Big Data Spain 2015 - Speaker Deck](https://files.speakerdeck.com/presentations/0af6496bc59b434dbd3ab80eccd06430/slide_62.jpg)
Begin at the beginning: Feature selection for Big Data by Amparo Alonso at Big Data Spain 2015 - Speaker Deck
![Training Deep Learning Models on Multiple GPUs in the Cloud by Enrique Otero at Big Data Spain 2017 | PPT Training Deep Learning Models on Multiple GPUs in the Cloud by Enrique Otero at Big Data Spain 2017 | PPT](https://image.slidesharecdn.com/enriqueotero-171204151540/85/training-deep-learning-models-on-multiple-gpus-in-the-cloud-by-enrique-otero-at-big-data-spain-2017-8-320.jpg?cb=1668975858)
Training Deep Learning Models on Multiple GPUs in the Cloud by Enrique Otero at Big Data Spain 2017 | PPT
![software recommendation - Do I need to configure CUDA in my graphics card for using CUDA support in Pinnacle studio? - Video Production Stack Exchange software recommendation - Do I need to configure CUDA in my graphics card for using CUDA support in Pinnacle studio? - Video Production Stack Exchange](https://i.stack.imgur.com/RSFry.png)