Feb 7, 2022 · Title:Network Calculus with Flow Prolongation -- A Feedforward FIFO Analysis enabled by ML ... Abstract:The derivation of upper bounds on data ...
Network Calculus With Flow Prolongation – A Feedforward FIFO ...
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We introduce DeepFP, an approach to make FP scale by predicting prolongations using machine learning. In our evaluation, we show that DeepFP can improve results ...
Feb 7, 2022 · In our evaluation, we show that DeepFP can improve results in FIFO networks considerably. Compared to the standard NC FIFO analysis, DeepFP ...
Network Calculus (NC) provides a modeling framework and different analyses for delay bounding. We investigate the analysis of feedforward ...
This repository contains the dataset used for the paper "Network Calculus with Flow Prolongation - A Feedforward FIFO Analysis enabled by ML" published in ...
Network Calculus with Flow Prolongation–A Feedforward FIFO Analysis enabled by ML. F Geyer, A Scheffler, S Bondorf. IEEE Transactions on Computers 72 (1), 97- ...
Jan 18, 2024 · Network calculus with flow prolongation - a feedforward FIFO analysis enabled by ML, IEEE Transactions on Computers. Fabien Geyer, Alexander ...
This new view is explicitly derived such that a shortcoming of the NC FIFO analysis is circumvented while delay bounds remain valid.
Apr 25, 2024 · Network Calculus With Flow Prolongation - A Feedforward FIFO Analysis Enabled by ML. IEEE Trans. Computers 72(1): 97-110 (2023); 2022. [c5].
