Search Results for author: Mahiye Uluyağmur Öztürk

Found 7 papers, 0 papers with code

Large-Scale Cell-Level Quality of Service Estimation on 5G Networks Using Machine Learning Techniques

no code implementations28 Dec 2022 M. Tuğberk İşyapar, Ufuk Uyan, Mahiye Uluyağmur Öztürk

This study presents a general machine learning framework to estimate the traffic-measurement-level experience rate at given throughput values in the form of a Key Performance Indicator for the cells on base stations across various cities, using busy-hour counter data, and several technical parameters together with the network topology.

Feature Engineering regression

A Case Study: Using Genetic Algorithm for Job Scheduling Problem

no code implementations9 Jun 2021 Burak Tağtekin, Mahiye Uluyağmur Öztürk, Mert Kutay Sezer

In this study, it is aimed to 1) automatically determine the priority of jobs to reduce the waiting time in the line, 2) automatically allocate the machine resource to each job.

Scheduling

FOGA: Flag Optimization with Genetic Algorithm

no code implementations15 May 2021 Burak Tağtekin, Berkan Höke, Mert Kutay Sezer, Mahiye Uluyağmur Öztürk

Recently, program autotuning has become very popular especially in embedded systems, when we have limited resources such as computing power and memory where these systems run generally time-critical applications.

Compiler Optimization Position

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