Essays about: "Datapath"

Showing result 1 - 5 of 13 essays containing the word Datapath.

  1. 1. Towards Performance Evaluation and Future Applications of eBPF

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Manideep Gunturu; Rohan Aluguri; [2024]
    Keywords : eBPF; XDP; Iptables; Filtering; Performance evaluation;

    Abstract : Extended Berkeley Packet Filter (eBPF) is an instruction set and an execution environment inside the Linux kernel. eBPF improves flexibility for data processing and is realized via a virtual machine featuring both a Just-In-Time (JIT) compiler and an interpreter running in the kernel. READ MORE

  3. 2. Mapping quantized convolutional layers on the SiLago platform

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

    Author : Yue Zhang; [2022]
    Keywords : SiLago; algorithm mapping; quantized neural networks; convolution; SiLago; algoritmkartläggning; kvantiserade neurala nätverk; faltning;

    Abstract : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. READ MORE

  4. 3. Ethernet DMA Datapath Performance Optimization for 5G Radios

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

    Author : Saranya Balathandapani; Sunil Nanjiani; [2021]
    Keywords : DMA; Ethernet DMA; Technology and Engineering;

    Abstract : Direct Memory Access (DMA) is a feature of computer systems that allows hardware subsystems to access the main memory of the system independent of the Central Processing Unit (CPU). With the rise of big data transfers from/to different I/O devices, the use of DMA controllers has increased significantly. READ MORE

  5. 4. Programmable Address Generation Unit for Deep Neural Network Accelerators

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

    Author : Muhammad Jazib Khan; [2020]
    Keywords : Address Generation Unit; Deep Neural Network Accelerators; Very Long Instruction Word; Application Specific Instruction Processor; Hardware-Software Co-design; Adressgenereringsenhet; Deep Neural Network Accelerators; Mycket långt instruktionsord; Applikationsspecifik instruktionsprocessor; Hårdvaruprogramvara Samdesign;

    Abstract : The Convolutional Neural Networks are getting more and more popular due to their applications in revolutionary technologies like Autonomous Driving, Biomedical Imaging, and Natural Language Processing. With this increase in adoption, the complexity of underlying algorithms is also increasing. READ MORE

  6. 5. Low Density Parity Check Encoder and Decoder on SiLago Coarse Grain Reconfigurable Architecture

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

    Author : Weijiang Kong; [2019]
    Keywords : LDPC; CGRA; Reconfigurable architecture; VLSI design; ASIC; LDPC; CGRA; Konfigurerbar arkitektur; VLSI design; ASIC;

    Abstract : Low density parity check (LDPC) code is an error correction code that has been widely adopted as an optional error correcting operation in most of today’s communication protocols. Current design of ASIC or FPGA based LDPC accelerators can reach Gbit/s data rate. READ MORE