Essays about: "Jonatan Langlet"

Found 2 essays containing the words Jonatan Langlet.

1. 1. Offloading Virtual Network Functions – Hierarchical Approach

   University essay from Karlstads universitet

   Author : Jonatan Langlet; [2020]
   Keywords : vnf; hardware acceleration; 5g; nfv; smartnic; offloading;

   Abstract : Next generation mobile networks are designed to run in a virtualized environment, enabling rapid infrastructure deployment and high flexibility for coping with increasing traffic demands and new service requirements. Such network function virtualization imposes additional packet latencies and potential bottlenecks not present in legacy network equipment when run on dedicated hardware; such bottlenecks include PCIe transfer delays, virtualization overhead, and utilizing commodity server hardware which is not optimized for packet processing operations. READ MORE

3. 2. Towards Machine Learning Inference in the Data Plane

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Jonatan Langlet; [2019]
   Keywords : Machine learning Data Plane SmartNIC Artificial Neural Network Inference Flow Classification;

   Abstract : Recently, machine learning has been considered an important tool for various networkingrelated use cases such as intrusion detection, flow classification, etc. Traditionally, machinelearning based classification algorithms run on dedicated machines that are outside of thefast path, e.g. on Deep Packet Inspection boxes, etc. READ MORE