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Viewing Publication 1 - 39 from 39

2024

Advanced Optimization Techniques for Federated Learning on Non-IID DataFilippos Efthymiadis, Aristeidis Karras, Christos N. Karras, Spyros Sioutas. fi, 16(10):370, 2024. [doi]

Efficient Algorithms for Range Mode Queries in the Big Data EraChristos N. Karras, Leonidas Theodorakopoulos, Aristeidis Karras, George A. Krimpas. information, 15(8):450, August 2024. [doi]

TinyML Algorithms for Big Data Management in Large-Scale IoT SystemsAristeidis Karras, Anastasios Giannaros, Christos N. Karras, Leonidas Theodorakopoulos, Constantinos S. Mammassis, George A. Krimpas, Spyros Sioutas. fi, 16(2):42, February 2024. [doi]

Distributed Bayesian Inference for Large-Scale IoT SystemsEleni Vlachou, Aristeidis Karras, Christos N. Karras, Leonidas Theodorakopoulos, Constantinos Halkiopoulos, Spyros Sioutas. bdcc, 8(1):1, January 2024. [doi]

2023

WiCHORD+: A Scalable, Sustainable, and P2P Chord-Based Ecosystem for Smart Agriculture ApplicationsChristos-Panagiotis Balatsouras, Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Spyros Sioutas. sensors, 23(23):9486, December 2023. [doi]

Autonomous Vehicles: Sophisticated Attacks, Safety Issues, Challenges, Open Topics, Blockchain, and Future DirectionsAnastasios Giannaros, Aristeidis Karras, Leonidas Theodorakopoulos, Christos N. Karras, Panagiotis Kranias, Nikolaos Schizas, Gerasimos Kalogeratos, Dimitrios Tsolis. jocsap, 3(3):493-543, August 2023. [doi]

Modelling and Analysis of Neuro Fuzzy Employee Ranking System in the Public SectorKonstantinos C. Giotopoulos, Dimitrios Michalopoulos, Aristeidis Karras, Christos N. Karras, Spyros Sioutas. algorithms, 16(3):151, March 2023. [doi]

An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT SystemsAristeidis Karras, Christos N. Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas. algocloud 2024: 66-85 [doi]

Mobility-Aware Workload Distribution and Task Allocation for Mobile Edge Computing NetworksAristeidis Karras, Christos N. Karras, Anastasios Giannaros, Dimitrios Tsolis, Spyros Sioutas. acr 2023: 395-407 [doi]

TinyML-based Event Detection: An Edge-Cloud Approach for Smart Agriculture over LoRa WSNsAristeidis Karras, Christos N. Karras, Anastasios Giannaros, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas. seeda 2023: 1-10 [doi]

Decentralized Algorithms for Efficient Energy Management over Cloud-Edge InfrastructuresAristeidis Karras, Christos N. Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Ioannis Karydis, Spyros Sioutas. algocloud 2024: 211-230 [doi]

Edge Artificial Intelligence in Large-Scale IoT Systems, Applications, and Big Data InfrastructuresAristeidis Karras, Anastasios Giannaros, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Spyros Sioutas. seeda 2023: 1-8 [doi]

AutoML with Bayesian Optimizations for Big Data ManagementAristeidis Karras, Christos N. Karras, Nikolaos Schizas, Markos Avlonitis, Spyros Sioutas. information, 14(4):223, April 2023. [doi]

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in AquacultureAristeidis Karras, Christos N. Karras, Spyros Sioutas, Christos Makris, George Katselis, Ioannis Hatzilygeroudis, John A. Theodorou, Dimitrios Tsolis. information, 14(11):583, 2023. [doi]

Consensus Big Data Clustering for Bayesian Mixture ModelsChristos N. Karras, Aristeidis Karras, Konstantinos C. Giotopoulos, Markos Avlonitis, Spyros Sioutas. algorithms, 16(5):245, 2023. [doi]

Federated Edge Intelligence and Edge Caching MechanismsAristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas. information, 14(7):414, 2023. [doi]

Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A SurveyAristeidis Karras, Christos N. Karras, Nikolaos Schizas, Spyros Sioutas, Christos D. Zaroliagis. algocloud 2024: 133-171 [doi]

EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big DataEleni Vlachou, Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Spyros Sioutas. information, 14(8):451, 2023. [doi]

2022

WiCHORD: A Chord Protocol Application on P2P LoRa Wireless Sensor NetworksChristos-Panagiotis Balatsouras, Aristeidis Karras, Christos N. Karras, Dimitrios Tsolis, Spyros Sioutas. iisa 2022: 1-8 [doi]

Decomposing Twitter Graphs Based On Hashtag Trajectories: Mining And Clustering Paths Over MongoDBGeorgios Drakopoulos, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Phivos Mylonas, Spyros Sioutas. setn 2022: [doi]

On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN AgentAndreas Karatzas, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Konstantinos Oikonomou, Spyros Sioutas. ideal 2022: 134-145 [doi]

Peer to Peer Federated Learning: Towards Decentralized Machine Learning on Edge DevicesAristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas. seeda 2022: 1-9 [doi]

Query Optimization in NoSQL Databases Using an Enhanced Localized R-tree IndexAristeidis Karras, Christos N. Karras, Dimitrios Samoladas, Konstantinos C. Giotopoulos, Spyros Sioutas. iiwas 2022: 391-398 [doi]

A Hybrid Ensemble Deep Learning Approach for Emotion ClassificationChristos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas. bigdataconf 2022: 3881-3890 [doi]

An Overview of MCMC Methods: From Theory to ApplicationsChristos Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas. ifip12 2022: 319-332 [doi]

Download Speed Optimization in P2P Networks Using Decision Making and Adaptive LearningAristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Ioanna Giannoukou, Dimitrios Tsolis, Spyros Sioutas. icr2 2022: 225-238 [doi]

Distributed Gibbs Sampling and LDA Modelling for Large Scale Big Data Management on PySparkChristos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Konstantinos C. Giotopoulos, Spyros Sioutas. seeda 2022: 1-8 [doi]

Global Graph Clustering and Local Graph Exploration for Community Detection in TwitterChristos N. Karras, Aristeidis Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Spyros Sioutas. seeda 2022: 1-8 [doi]

Expanding Queries with Maximum Likelihood Estimators and Language ModelsChristos N. Karras, Aristeidis Karras, Leonidas Theodorakopoulos, Ioanna Giannoukou, Spyros Sioutas. icr2 2022: 201-213 [doi]

Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision MakingChristos Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas. ifip12 2022: 345-356 [doi]

SQL Query Optimization in Distributed NoSQL Databases for Cloud-Based ApplicationsAristeidis Karras, Christos N. Karras, Antonios Pervanas, Spyros Sioutas, Christos D. Zaroliagis. algocloud 2023: 21-41 [doi]

Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event IdentificationChristos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Konstantinos Tsakalidis, Phivos Mylonas, Spyros Sioutas. setn 2022: [doi]

SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in AgricultureAristeidis Karras, Christos Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas. ifip12 2022: 41-50 [doi]

A LoRa-Based Emotion Estimation Scheme for Smart Home Automated Actions Using ELMsChristos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas. isc2 2022: 1-7 [doi]

SparkReact: A Novel and User-friendly Graphical Interface for the Apache Spark MLlib LibraryAristeidis Karras, Christos N. Karras, Agorakis Bompotas, Panagiotis Bouras, Leonidas Theodorakopoulos, Spyros Sioutas. pci 2022: 230-239 [doi]

Neuro-Fuzzy Employee Ranking System in the Public SectorDimitrios Michalopoulos, Aristeidis Karras, Christos N. Karras, Spyros Sioutas, Konstantinos C. Giotopoulos. fsdm 2022: 325-333 [doi]

Tree Data Structures and Efficient Indexing Techniques for Big Data Management: A Comprehensive StudyDimitrios Samoladas, Christos N. Karras, Aristeidis Karras, Leonidas Theodorakopoulos, Spyros Sioutas. pci 2022: 123-132 [doi]

TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic ReviewNikolaos Schizas, Aristeidis Karras, Christos N. Karras, Spyros Sioutas. fi, 14(12):363, 2022. [doi]

An Intelligent Microprocessor Integrating TinyML in Smart Hotels for Rapid Accident PreventionAngelos Zacharia, Dimitris Zacharia, Aristeidis Karras, Christos N. Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Spyros Sioutas. seeda 2022: 1-7 [doi]

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