Konstantinos M. Giannoutakis

Orcid: 0000-0001-8939-4912

According to our database1, Konstantinos M. Giannoutakis authored at least 63 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A generic sparse regression imputation method for time series and tabular data.
Knowl. Based Syst., November, 2023

2021
Evaluation of self-organizing and self-managing heterogeneous high performance computing clouds through discrete-time simulation.
Concurr. Comput. Pract. Exp., 2021

On the Optimization of Self-Organization and Self-Management Hardware Resource Allocation for Heterogeneous Clouds.
Comput., 2021

A Comparative Study of Deep Learning Techniques for Financial Indices Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021

2020
Towards simulation and optimization of cache placement on large virtual content distribution networks.
J. Comput. Sci., 2020

A Lightweight Cyber-Security Defense Framework for Smart Homes.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

A Blockchain Solution for Enhancing Cybersecurity Defence of IoT.
Proceedings of the IEEE International Conference on Blockchain, 2020

A Behaviour based Ransomware Detection using Neural Network Models.
Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019
Simulating large vCDN networks: A parallel approach.
Simul. Model. Pract. Theory, 2019

Simulating Fog and Edge Computing Scenarios: An Overview and Research Challenges.
Future Internet, 2019

Acceleration at the Edge for Supporting SMEs Security: The FORTIKA Paradigm.
IEEE Commun. Mag., 2019

Analyzing resource distribution over a real-world large-scale virtual content infrastructure.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

An Intrusion Detection System for Multi-class Classification Based on Deep Neural Networks.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Combining Statistical and Machine Learning Techniques in IoT Anomaly Detection for Smart Homes.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

Intrusion Detection System Based on Network Traffic Using Deep Neural Networks.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

From Internet of Threats to Internet of Things: A Cyber Security Architecture for Smart Homes.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

2018
Large-scale simulation of a self-organizing self-management cloud computing framework.
J. Supercomput., 2018

Automatic categorization of Web service elements.
Int. J. Web Inf. Syst., 2018

Energy modeling in cloud simulation frameworks.
Future Gener. Comput. Syst., 2018

Towards Reliable Integrity in Blacklisting: Facing Malicious IPs in GHOST Smart Contracts.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Implementing a Forms of Consent Smart Contract on an IoT-based Blockchain to promote user trust.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Using Blockchains to Strengthen the Security of Internet of Things.
Proceedings of the Security in Computer and Information Sciences, 2018

GHOST - Safe-Guarding Home IoT Environments with Personalised Real-Time Risk Control.
Proceedings of the Security in Computer and Information Sciences, 2018

RECAP (Reliable Capacity Provisioning and Enhanced Remediation for Distributed Cloud Applications): The Simulation Approach.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2018

2017
GPU Power Modeling of HPC Applications for the Simulation of Heterogeneous Clouds.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

A comparative study of CPU power consumption models for cloud simulation frameworks.
Proceedings of the 21st Pan-Hellenic Conference on Informatics, 2017

On the power consumption modeling for the simulation of Heterogeneous HPC clouds.
Proceedings of the 1st International Workshop on Next generation of Cloud Architectures, 2017

A Preliminary Systematic Review of Computer Science Literature on Cloud Computing Research using Open Source Simulation Platforms.
Proceedings of the CLOSER 2017, 2017

A Review of Cloud Computing Simulation Platforms and Related Environments.
Proceedings of the CLOSER 2017, 2017

2016
The European Strategy in Research Infrastructures and Open Science Cloud.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2016


2015
The UniversAAL Platform for AAL (Ambient Assisted Living).
J. Intell. Syst., 2015

A Semantic Framework to Support the Management of Cloud-Based Service Provision Within a Global Public Inclusive Infrastructure.
Int. J. Electron. Commer., 2015

A Three-Level Semantic Categorization Scheme of Web Services (Short Paper).
Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015

2014
A Unified Semantic Framework for Detailed Description of Assistive Technologies Based on the EASTIN Taxonomy.
Proceedings of the Computers Helping People with Special Needs, 2014

A Semantic Framework for Assistive Technologies Description to Strengthen UI Adaptation.
Proceedings of the Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 2014

2012
Solving finite difference linear systems on GPUs: CUDA based Parallel Explicit Preconditioned Biconjugate Conjugate Gradient type Methods.
J. Supercomput., 2012

2011
On the GPGPU parallelization issues of finite element approximate inverse preconditioning.
J. Comput. Appl. Math., 2011

An ontology-based mechanism for automatic categorization of web services.
Concurr. Comput. Pract. Exp., 2011

A Note on Parallel Finite Element Approximate Inverses Using OpenMP on Multicore Systems.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

2010
A WSDL Structure Based Approach for Semantic Categorization of Web Service Elements.
Proceedings of the Artificial Intelligence: Theories, 2010

Finite Element Approximate Inverse Preconditioning using POSIX threads on multicore systems.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

2008
High performance finite element approximate inverse preconditioning.
Appl. Math. Comput., 2008

An Improved Parallel Algorithm for Computing Approximate Inverses by Reducing Synchronizations.
Proceedings of the 7th International Symposium on Parallel and Distributed Computing (ISPDC 2008), 2008

Parallel Approximate Finite Element Inverses on Symmetric Multiprocessor Systems.
Proceedings of the Computational Science, 2008

2007
Matching high performance approximate inverse preconditioning to architectural platforms.
J. Supercomput., 2007

On the performance of parallel approximate inverse preconditioning using Java multithreading techniques.
Appl. Math. Comput., 2007

On the Design of Parallel Finite Element Approximate Inverses.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2007

Java Multithreading based Parallel Preconditioned Generalized Conjugate Gradient type methods.
Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), 2007

2006
On the performance of parallel normalized explicit preconditioned conjugate gradient type methods.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Parallel Exact and Approximate Arrow-Type Inverses on Symmetric Multiprocessor Systems.
Proceedings of the Computational Science, 2006

2005
Parallel preconditioned conjugate gradient square method based on normalized approximate inverses.
Sci. Program., 2005

High Performance Computations Using Internet and Grid Technology.
Neural Parallel Sci. Comput., 2005

2004
Parallel and Systolic Solution of Normalized Explicit Approximate Inverse Preconditioning.
J. Supercomput., 2004

A Distributed Normalized Explicit Preconditioned Conjugate Gradient Method.
Parallel Algorithms Appl., 2004

Parallel Finite Element Approximate Inverse Preconditioning on Symmetric Multiprocessor Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Normalized Isomorphic Preconditioned Methods for Solving Sparse Non-Linear Systems.
Proceedings of the International Conference on Modeling, 2004

Parallel Approximate Finite Element Inverse Preconditioning on Distributed Systems.
Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004

Solving Non-linear Finite Difference Systems by Normalized Approximate Inverses.
Proceedings of the Computational and Information Science, First International Symposium, 2004

2003
A Two-Phase Cyclic Nonhomogeneous Markov Chain Performability Evaluation by Explicit Approximate Inverses Applied to a Replicated Database System.
J. Math. Model. Algorithms, 2003

Performability Evaluation of Multitasking and Multiprocessor Systems by Explicit Approximate Inverses.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

2002
Performability Evaluation of a Replicated Database System by Explicit Approximate Inverses.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

A Normalized Explicit Preconditioned Conjugate Gradient Method for Solving Sparse Non-linear Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002


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