Essays about: "Performance of compression algorithm."

Showing result 11 - 15 of 32 essays containing the words Performance of compression algorithm..

  1. 11. Deep Learning Model Compression for Edge Deployment

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ashutosh Vaishnav; [2019]
    Keywords : Machine learning; deep learning; model compression; optimization;

    Abstract : Powerful Deep learning algorithms today allow us to solve many difficult classification  and  regression  tasks.   However,  running  them  on  memory constrained and low power devices for efficient inference at the edge is a challenge. READ MORE

  3. 12. Investigate Redundancy In Sounding Reference Signal Based Channel Estimates

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Nishanth Bhavani Sankar; Akshay Thakaramkunnath Ajayakumar; [2019]
    Keywords : Sounding Reference Signals; Multiple Input Multiple Output; 5th Generation; Time Division Duplexing; Lossless compression; Lossy Compression; Technology and Engineering;

    Abstract : 5G supports enormous increase in data rate. Massive antenna beamforming is expected to play a key role in increasing capacity in case of multi-user MIMO and coverage in case of single-user MIMO. READ MORE

  4. 13. Protecting Privacy: Automatic Compression and Encryption of Next-Generation Sequencing Alignment Data

    University essay from Uppsala universitet/Experimentell och klinisk onkologi

    Author : Wiktor Gustafsson; [2019]
    Keywords : data protection; compression; encryption; genomic data; privacy; cancer; ngs; next-generation sequencing; AES; Zstandard; sequencing;

    Abstract : As the field of next-generation sequencing (NGS) matures and the technology grows more advanced, it is becoming an increasingly strong tool for solving various biological problems. Harvesting and analysing the full genomic sequence of an individual and comparing it to a reference genome can unravel information about detrimental mutations, in particular ones that give rise to diseases such as cancer. READ MORE

  5. 14. Comparative study of compression algorithms on time series data for IoT devices

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Fredrik Bjärås; [2019]
    Keywords : Technology and Engineering;

    Abstract : This Master’s thesis evaluates the performance of lightweight compression algorithm aimed for IoT sensor devices. These devices are most often battery driven and produce large amounts of sensor data which is sent wirelessly. Compressing the data could be a tool in decreasing the power usage of these devices. READ MORE

  6. 15. Method for Event Detection in Mechatronic Systems Using Deep Learning

    University essay from KTH/Mekatronik

    Author : Edvin von Otter; William Bruce; [2018]
    Keywords : ;

    Abstract : Artificial Intelligence and Deep Learning are new drivers for technological change, and finds their way into more and more applications. These technologies have the ability to learn com-plex tasks previously hard to automate. READ MORE