activity
20182023
most citedReinforcement Learning Based Dynamic Function Splitting in Disaggregated Green Open RANs

60 citations · 224 across the 12 of their papers we have counts for

collaborators

12 papers

cs.NI2023

Dynamic Capacity Enhancement using Air Computing: An Earthquake Case

Baris Yamansavascilar, Atay Ozgovde, Cem Ersoy

Earthquakes are one of the most destructive natural disasters harming life and the infrastructure of cities. After an earthquake, functioning communication and computational capaci…

cs.NI2022★ 4 cited

Air Computing: A Survey on a New Generation Computation Paradigm in 6G Wireless Networks

Baris Yamansavascilar, Atay Ozgovde, Cem Ersoy

There is an ever-growing race between what novel applications demand from the infrastructure and what the continuous technological breakthroughs bring in. Especially after the prol…

cs.LG2022★ 22 cited

An Indoor Localization Dataset and Data Collection Framework with High Precision Position Annotation

F. Serhan Daniş, A. Teoman Naskali, A. Taylan Cemgil +1

We introduce a novel technique and an associated high resolution dataset that aims to precisely evaluate wireless signal based indoor positioning algorithms. The technique implemen…

cs.NI2021★ 54 cited

DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing

Baris Yamansavascilar, Ahmet Cihat Baktir, Cagatay Sonmez +2

The improvements in the edge computing technology pave the road for diversified applications that demand real-time interaction. However, due to the mobility of the end-users and th…

cs.NI2020★ 60 cited

Reinforcement Learning Based Dynamic Function Splitting in Disaggregated Green Open RANs

Turgay Pamuklu, Melike Erol-Kantarci, Cem Ersoy

With the growing momentum around Open RAN (O-RAN) initiatives, performing dynamic Function Splitting (FS) in disaggregated and virtualized Radio Access Networks (vRANs), in an effi…

cs.NI2020★ 4 cited

Renewable Energy Assisted Function Splitting in Cloud Radio Access Networks

Turgay Pamuklu, Cicek Cavdar, Cem Ersoy

Cloud-Radio Access Network (C-RAN) is a promising network architecture to reduce energy consumption and the increasing number of base station deployment costs in mobile networks. H…

cs.NI2020★ 5 cited

Reducing the total cost of ownership in radio access networks by using renewable energy resources

Turgay Pamuklu, Cem Ersoy

Increasing electricity prices motivates the mobile network operators to find new energy-efficient solutions for radio access networks (RANs). In this study, we focus on a specific…

cs.NI2020★ 14 cited

GROVE: A Cost-Efficient Green Radio over Ethernet Architecture for Next Generation Radio Access Network

Turgay Pamuklu, Cem Ersoy

Centralized/Cloud Radio Access Network (C-RAN) comes into prominence to reduce the rising energy consumptions and maintenance difficulties of the next-generation networks. However,…

cs.HC2020★ 35 cited

Is Your Smartband Smart Enough to Know Who You Are: Continuous Physiological Authentication in The Wild

Deniz Ekiz, Yekta Said Can, Yagmur Ceren Dardagan +1

The use of cloud services that process privacy-sensitive information such as digital banking, pervasive healthcare, smart home applications requires an implicit continuous authenti…

cs.NI2019★ 25 cited

Fault Tolerance in SDN Data Plane Considering Network and Application Based Metrics

Baris Yamansavascilar, Ahmet Cihat Baktir, Atay Ozgovde +1

Failures in networks result in service disruptions which may cause deteriorated Quality of Service (QoS) for the end users. Since SDN is becoming the mainstream paradigm for networ…

cs.HC2019★ 1 cited

Long Short-Term Network Based Unobtrusive Perceived Workload Monitoring with Consumer Grade Smartwatches in the Wild

Deniz Ekiz, Yekta Said Can, Cem Ersoy

Continuous high perceived workload has a negative impact on the individual's well-being. Prior works focused on detecting the workload with medical-grade wearable systems in the re…

cs.DC2018

Addressing the Challenges in Federating Edge Resources

Cihat Baktir, Cagatay Sonmez, Cem Ersoy +2

This book chapter considers how Edge deployments can be brought to bear in a global context by federating them across multiple geographic regions to create a global Edge-based fabr…