John Violos

About John Violos

John Violos, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at National Technical University of Athens, specializes in the field of Ambient Intelligence, Deep Learning, Machine Learning, Cloud Computing, Edge Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means

Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges

Toward intent-based network automation for smart environments: A healthcare 4.0 use case

A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum

Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing

Filtering alerts on cloud monitoring systems

A fault detection mechanism for database management systems on mobile edge computing

Enhancing virtual sensors to deal with missing values and low sampling rates

John Violos Information

University

Position

PhD Researcher at

Citations(all)

466

Citations(since 2020)

441

Cited By

83

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

John Violos Skills & Research Interests

Ambient Intelligence

Deep Learning

Machine Learning

Cloud Computing

Edge Computing

Top articles of John Violos

A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means

Future Generation Computer Systems

2024/5/1

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges

Computer Networks

2024/2/1

Toward intent-based network automation for smart environments: A healthcare 4.0 use case

IEEE Access

2023/11/30

Aris Leivadeas
Aris Leivadeas

H-Index: 12

John Violos
John Violos

H-Index: 6

A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum

2023/11/1

Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing

2023/8/14

Filtering alerts on cloud monitoring systems

2023/7/17

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

A fault detection mechanism for database management systems on mobile edge computing

2023/7/17

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

Enhancing virtual sensors to deal with missing values and low sampling rates

2023/7/17

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

2023/7/17

Leveraging graph neural networks for SLA violation prediction in cloud computing

IEEE Transactions on Network and Service Management

2023/7/5

Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study

International Journal of Information Management Data Insights

2023/4/1

Intelligent proactive fault tolerance at the edge through resource usage prediction

arXiv preprint arXiv:2302.05336

2023/2/9

Enabling artificial intelligent virtual sensors in an IoT environment

Sensors

2023/1/24

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

Self-attention based encoder-decoder for multistep human density prediction

Journal of urban mobility

2022/12/1

Intelligent horizontal autoscaling in edge computing using a double tower neural network

Computer Networks

2022/11/9

Toward qos prediction based on temporal transformers for iot applications

IEEE Transactions on Network and Service Management

2022/10/26

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

Multi-Level Cognitive, Risk-Aware Reconfiguration of the Level of Autonomy in Highly Automated Vehicles

2022/10/17

An unsupervised machine learning approach for iot device categorization

2022/9/5

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

An automated pipeline for advanced fault tolerance in edge computing infrastructures

2022/7/1

A deep learning approach for IoT traffic multi-classification in a smart-city scenario

IEEe Access

2022/2/22

John Violos
John Violos

H-Index: 6

Aris Leivadeas
Aris Leivadeas

H-Index: 12

See List of Professors in John Violos University(National Technical University of Athens)