Essays about: "molnet"
Showing result 1 - 5 of 85 essays containing the word molnet.
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1. Exploration and Evaluation of RNN Models on Low-Resource Embedded Devices for Human Activity Recognition
University essay from KTH/Mekatronik och inbyggda styrsystemAbstract : Human activity data is typically represented as time series data, and RNNs, often with LSTM cells, are commonly used for recognition in this field. However, RNNs and LSTM-RNNs are often too resource-intensive for real-time applications on resource constrained devices, making them unsuitable. READ MORE
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2. Securing Sensitive Data in the Cloud: A New Era of Security Through Zero Trust Principles
University essay from KTH/Hälsoinformatik och logistikAbstract : The goal of this report is to examine how traditional security systems are structured and see their shortcomings, and from there propose how a new system can be built to secure sensitive data. The proposed approach is a new architecture called Zero Trust, which means implementing security at the design of the system and providing minimal access to users to perform their tasks. READ MORE
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3. Comparative Study of the Inference of an Image Quality Assessment Algorithm : Inference Benchmarking of an Image Quality Assessment Algorithm hosted on Cloud Architectures
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : an instance has become exceedingly more time and resource consuming. To solve this issue, cloud computing is being used to train and serve the models. However, there’s a gap in research where these cloud computing platforms have been evaluated for these tasks. READ MORE
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4. Robust visual SLAM with compressed image data : A study of ORB-SLAM3 performance under extreme image compression
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Offloading SLAM to the edge/cloud is now becoming an attractive option to greatly decrease device energy usage. The new SLAM solution involves compressing image data on the device before transmission, allowing a further decrease in the network bandwidth when performing SLAM at the edge/cloud. READ MORE
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5. Computation Offloading for Real-Time Applications : Server Time Reservation for Periodic Tasks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Edge computing is a distributed computing paradigm where computing resources are located physically closer to the data source compared to the traditional cloud computing paradigm. Edge computing enables computation offloading from resource-constrained devices to more powerful servers in the edge and cloud. READ MORE