Spyros Sioutas

Spyros Sioutas

University of Patras

H-index: 22

Europe-Greece

About Spyros Sioutas

Spyros Sioutas, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Patras, specializes in the field of Distributed Data Structures for P2P Systems, Distributed Databases, Big Data, GIS, Algorithms.

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

TinyML Algorithms for Big Data Management in Large-Scale IoT Systems

Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A Survey

WiCHORD+: A Scalable, Sustainable, and P2P Chord-Based Ecosystem for Smart Agriculture Applications

Consensus Big Data Clustering for Bayesian Mixture Models

An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems

FLIBD: A Federated Learning-Based IoT Big Data Management Approach for Privacy-Preserving over Apache Spark with FATE

Mobility-aware workload distribution and task allocation for mobile edge computing networks

Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures

Spyros Sioutas Information

University

Position

Professor at

Citations(all)

2272

Citations(since 2020)

1140

Cited By

1581

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

60

i10Index(since 2020)

33

Email

University Profile Page

University of Patras

Google Scholar

View Google Scholar Profile

Spyros Sioutas Skills & Research Interests

Distributed Data Structures for P2P Systems

Distributed Databases

Big Data

GIS

Algorithms

Top articles of Spyros Sioutas

Title

Journal

Author(s)

Publication Date

TinyML Algorithms for Big Data Management in Large-Scale IoT Systems

Future Internet

Aristeidis Karras

Anastasios Giannaros

Christos Karras

Leonidas Theodorakopoulos

Constantinos S Mammassis

...

2024/1/25

Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A Survey

Aristeidis Karras

Christos Karras

Nikolaos Schizas

Spyros Sioutas

Christos Zaroliagis

2023/9/5

WiCHORD+: A Scalable, Sustainable, and P2P Chord-Based Ecosystem for Smart Agriculture Applications

Sensors

Christos-Panagiotis Balatsouras

Aristeidis Karras

Christos Karras

Ioannis Karydis

Spyros Sioutas

2023/11/28

Consensus Big Data Clustering for Bayesian Mixture Models

Algorithms

Christos Karras

Aristeidis Karras

Konstantinos C Giotopoulos

Markos Avlonitis

Spyros Sioutas

2023/5/9

An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems

Aristeidis Karras

Christos Karras

Ioannis Karydis

Markos Avlonitis

Spyros Sioutas

2023/9/5

FLIBD: A Federated Learning-Based IoT Big Data Management Approach for Privacy-Preserving over Apache Spark with FATE

Electronics

Aristeidis Karras

Anastasios Giannaros

Leonidas Theodorakopoulos

George A Krimpas

Gerasimos Kalogeratos

...

2023/11/13

Mobility-aware workload distribution and task allocation for mobile edge computing networks

Aristeidis Karras

Christos Karras

Anastasios Giannaros

Dimitrios Tsolis

Spyros Sioutas

2023/5/8

Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures

Aristeidis Karras

Christos Karras

Ioanna Giannoukou

Konstantinos C Giotopoulos

Dimitrios Tsolis

...

2023/9/5

Edge Artificial Intelligence in Large-Scale IoT Systems, Applications, and Big Data Infrastructures

Aristeidis Karras

Anastasios Giannaros

Christos Karras

Konstantinos C Giotopoulos

Dimitrios Tsolis

...

2023/11/10

AutoML with Bayesian optimizations for big data management

Information

Aristeidis Karras

Christos Karras

Nikolaos Schizas

Markos Avlonitis

Spyros Sioutas

2023/4/5

EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big Data

Information

Eleni Vlachou

Christos Karras

Aristeidis Karras

Dimitrios Tsolis

Spyros Sioutas

2023/8/9

Modelling and analysis of neuro fuzzy employee ranking system in the public sector

Algorithms

Konstantinos C Giotopoulos

Dimitrios Michalopoulos

Aristeidis Karras

Christos Karras

Spyros Sioutas

2023/3/9

TinyML-based Event Detection: An Edge-Cloud Approach for Smart Agriculture over LoRa WSNs

Aristeidis Karras

Christos Karras

Anastasios Giannaros

Konstantinos C Giotopoulos

Dimitrios Tsolis

...

2023/11/10

Federated edge intelligence and edge caching mechanisms

Information

Aristeidis Karras

Christos Karras

Konstantinos C Giotopoulos

Dimitrios Tsolis

Konstantinos Oikonomou

...

2023/7/18

Intelligent Agents With Graph Mining For Link Prediction Over Neo4j

WEBIST. SCITEPRESS

Michalis Nikolaou

Georgios Drakopoulos

Phivos Mylonas

Spyros Sioutas

2023

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture

Information

Aristeidis Karras

Christos Karras

Spyros Sioutas

Christos Makris

George Katselis

...

2023/10/24

A Performance Evaluation of Flooding Methods on Real Network Topologies

Asterios Papamichail

Georgios Tsoumanis

Spyros Sioutas

Konstantinos Oikonomou

2023/6/5

Distributed Bayesian Inference for Large-Scale IoT Systems

Big Data and Cognitive Computing

Eleni Vlachou

Aristeidis Karras

Christos Karras

Leonidas Theodorakopoulos

Constantinos Halkiopoulos

...

2023/12/19

A Hybrid Ensemble Deep Learning Approach for Emotion Classification

Christos Karras

Aristeidis Karras

Dimitrios Tsolis

Markos Avlonitis

Spyros Sioutas

2022/12/17

A Dynamic Distributed Deterministic Load-Balancer for Decentralized Hierarchical Infrastructures

Algorithms

Spyros Sioutas

Efrosini Sourla

Kostas Tsichlas

Gerasimos Vonitsanos

Christos Zaroliagis

2022/3/18

See List of Professors in Spyros Sioutas University(University of Patras)

Co-Authors

H-index: 30
Christos Zaroliagis

Christos Zaroliagis

University of Patras

H-index: 28
Christos Makris

Christos Makris

University of Patras

H-index: 25
Phivos Mylonas

Phivos Mylonas

National Technical University

H-index: 23
Dimitrios Tsoumakos

Dimitrios Tsoumakos

Ionian University

H-index: 22
Andreas Kanavos

Andreas Kanavos

University of Patras

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