Macro benchmarking edge devices using enhanced super-resolution generative adversarial networks (ESRGANs)

Cheng, Jing-Ru C.; Stanford, Corwin; Glandon, Steven R.; Lam, Anthony L.; Williams, Warren

doi:10.1007/s11227-022-04819-3

Cited by 1 publication

(1 citation statement)

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“…Its real-time responsiveness makes it a potential game-changer for communication and independence. Cheng et al (2023) shed light on the performance of Nvidia Jetson and Azure Edge devices, par Nvidia's GeForce focuses on processing and allows sales of other gaming content via other end-user platforms particularly when running Enhanced Super-Resolution Generative Adversarial Networks (ESRGANs). While Jetson stands out with significantly lower power consumption and cooler operation compared to traditional devices, its performance comes at a cost.…”

Section: Literature Reviewmentioning

confidence: 99%

A Comprehensive Analysis of Nvidia's Technological Innovations, Market Strategies, and Future Prospects

Wang,

Hsu,

Qin

2024

International Journal of Information Technologies and Systems Approach

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The article provides an in-depth analysis of Nvidia's technological evolution and its profound impact on Machine Learning, Big Data, and Artificial Intelligence (AI) on a global scale. Nvidia has emerged as a trailblazer, reshaping computational capabilities, and establishing itself as a prominent player in a fiercely competitive landscape. The examination meticulously scrutinizes the role of Nvidia's graphics processing unit (GPU) technologies in spearheading a transformative computing revolution, emphasizing the collaborative prowess inherent in Nvidia's developer ecosystem. The analysis extends to the dynamics of GPU innovation, its disruptive influence on the market, and the robust innovation engine ingrained within Nvidia's culture of calculated risk-taking. Internal and external factors contributing to Nvidia's remarkable success, and its consequential industry dominance are thoroughly investigated. Special attention is directed towards Nvidia's strategic development, technological advancements, influence on the industry, global footprint, and anticipated future implications.

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Section: Literature Reviewmentioning

confidence: 99%