Kodan: Addressing the computational bottleneck in space

B Denby, K Chintalapudi, R Chandra, B Lucia… - Proceedings of the 28th …, 2023 - dl.acm.org
Decreasing costs of deploying space vehicles to low-Earth orbit have fostered an
emergence of large constellations of satellites. However, high satellite velocities, large …

Adamask: Enabling machine-centric video streaming with adaptive frame masking for dnn inference offloading

S Liu, T Wang, J Li, D Sun, M Srivastava… - Proceedings of the 30th …, 2022 - dl.acm.org
This paper presents AdaMask, a machine-centric video streaming framework for remote
deep neural network (DNN) inference. The objective is to optimize the accuracy of …

[PDF][PDF] 支持深度学习的视觉数据库管理系统研究进展

丁光耀, 徐辰, 钱卫宁, 周傲英 - 软件学报, 2023 - jos.org.cn
计算机视觉因其强大的学习能力, 在各种真实场景中得到了广泛应用. 随着数据库的发展,
利用数据库中成熟的数据管理技术来处理视觉分析应用, 已成为一种日益增长的研究趋势. 图像 …

[图书][B] Fast and Energy Efficient Big Data Processing on FPGAs

S Salamat - 2021 - search.proquest.com
With the rapid development of the Internet of things (IoT), networks, software, and computing
platforms, the size of the generated data is dramatically increasing, bringing the dawn of the …

[PDF][PDF] 监控视频的柔性实时分析架构

李刚, 张晴, 徐传运 - 重庆理工大学学报(自然科学), 2023 - clgzk.qks.cqut.edu.cn
针对监控系统集成算法少, 扩展不易, 造成算法可选择性差, 应用场景单一,
视频播放实时性与视频内容分析广度和深度成反比等问题, 提出了一种通用监控视频的柔性实时 …

Survey on Vision Database Management Systems Supporting Deep Learning

丁光耀, 徐辰, 钱卫宁, 周傲英 - Journal of Software, 2023 - jos.org.cn
计算机视觉因其强大的学习能力在各种真实场景中得到了广泛应用. 随着数据库的发展,
利用数据库中成熟的数据管理技术来处理视觉分析应用已成为一种日益增长的研究趋势. 图像 …

[PDF][PDF] YouTube Video Popularity Analysis& Prediction Using Deep Learning

D Bhatnagar, S Urolagin - International Journal of …, 2021 - mukpublications.com
With the current situation of Covid-19 still developing all around the World & plus no or little
relief on horizon yet, many people lost their jobs in past 2 years and some of them started …

Characterizing the performance of deep learning inference for edge video analytics

Z Luo, X Wang, Y Zhang, Z Wang, M Hu… - Big Data: 9th CCF …, 2022 - Springer
Real-time video analytics is a killer application for edge computing, however, it has not been
fully understood how much edge resource is required to support compute-intensive video …

[PDF][PDF] Orbital Edge Computing: Software, Hardware, and System Support for Computational Satellites

BD Denby - 2024 - kilthub.cmu.edu
Decreasing costs of deploying space vehicles to low-Earth orbit support large constellations
of satellites and enable new, Earth-observation applications that provide global, real-time …

Visual Query Optimization: Algorithms and Software Systems

S Zekany - 2023 - deepblue.lib.umich.edu
The development of inexpensive digital cameras and availability of local and cloud data
storage has lead to incredible amounts of digital video production. Meanwhile, the amount of …