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<!DOCTYPE html>
<html>
<head>
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<meta name="Keywords" content="Giang Nguyen, CV, reseacher,
soft computing, machine learning, deep learning,
information technology,
high performance computing" />
<meta name="author" content="Giang Nguyen" />
<title>Giang Nguyen</title>
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<body id="software">
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<img src="images/photo.jpg" width=150 height=200 border=0>
<div id="logo">GIANG NGUYEN</div>
<a class="nav cv" href="index.html"> CV </a>
<a class="nav software" href="software.html"> Software </a>
<a class="nav soft" href="soft.html"> ASC - AIOps </a>
<a class="nav publication" href="publications.html"> Publications </a>
<a class="nav phd" href="phd.html"> PhD themes </a>
</div>
</div>
<div id="main">
<div id="page"> <h3>Events and Invited Talks</h3>
<div class="indent">
(2024) Erasmus+ Teaching Mobility: AI Data Privacy Awareness<br/>
(2024) <a href="https://indico.ifca.es/category/54/">AI4EOSC webinar</a>: General Introduction to Artificial Intelligence and Machine Learning<br/>
(2023) Talk at <a href="https://ai4eosc.eu/">AI4EOSC</a> Platform User's workshop: AI Data and Model Landscape<br>
(2022) Invited talk at <a href="https://www.inria.fr/en/inria-centre-rennes-university">INRIA</a> (Rennes)
<a href="https://docs.google.com/presentation/d/1qdqL8A4jXiLDPVNpAp2OAGG0NCUYGgODmRc4HzxeFeA/present#slide=id.p">SUPSEC: AI for supervision</a><br>
(2021) <a href="https://www.sav.sk/?lang=sk&doc=ins-org-ins&institute_no=60">IISAS</a> meeting with <a href="https://csirt.upjs.sk/">CSIRT</a> UPJŠ:
<a href="https://docs.google.com/presentation/d/14Rag4yOsUlAW8SRubp8RrZ38TS2tW514AYm4U_ocr5I/present#slide=id.p">A research on cybersecurity and situational awareness with AI</a>
<br>
(2019) <a href="">Sario</a> event: <a href="files/2019_SarioSKB-IKT_flyers.pdf">IKT software product flyers</a>
</div></div>
<div id="page"> <h3>Software</h3>
<div class="indent">
<a href="http://dx.doi.org/10.20350/digitalCSIC/8975">MODS</a>
(2018-2023, H2020 ML/DL use case)
Massive Online DataStream - intelligent module to enhance network IDS functionality<br>
Authors: G. Nguyen, S. Dlugolinsky, V. Tran, Á. López García<br>
Publications:<br>
- Network Security AIOps for Online Stream Data Monitoring
<a href="https://doi.org/10.1007/s00521-024-09863-z">[ PDF ]</a><br/>
- Deep learning for proactive network monitoring and security protection
<a href="https://doi.org/10.1109/ACCESS.2020.2968718">[ PDF ]</a><br/>
<br>
Related modules/tools:<br>
- Installing complex software stack
<a href="https://docs.docker.com/compose/gettingstarted/">[ Docker Compose ]</a>,
containerizing use case <a href="https://github.com/deephdc/DEEP-OC-mods">[ Docker ]</a>
</br>
- Installing Data Analytic Stack (DAS) in OS container
<a href="https://github.com/indigo-dc/DEEP-OC-mods-ansible">[ Ansible Roles ]</a>
</br>
<br>
<a href="https://doi.org/10.5281/zenodo.3575191">SCIP</a>
(2017 - Exploratory Data Analysis for proactive sale support, discovery of heavy hitters, most frequent items)<br>
Shopping Cart Item Predictor through Bayesian inference
(<a href="http://try.ui.sav.sk/convenience-rs/">deployment demo in IKT group</a>)<br>
Authors: G. Nguyen, S. Dlugolinsky, M. Seleng<br>
Publications:<br>
- Decision influence and proactive sale support in a chain of convenience stores
<a href="http://ieeexplore.ieee.org/document/8118570/">[ PDF ]</a><br>
<br>
<a href="http://digital.csic.es/handle/10261/178018">MoBeV</a>
(2015, commercial contract)<br>
Security and privacy tools with scalable machine learning solutions on private mobile network
<a href="https://giangzuzana.github.io/files/2016_detection.pdf">[ PPT ]</a>
<br>
Authors: G. Nguyen, S. Dlugolinsky, M. Sulik<br>
Publications:<br>
- A heuristics approach to mine behavioural data logs in mobile malware detection system
<a href="https://doi.org/10.1016/j.datak.2018.03.002">[ PDF ]</a>
<a href="http://digital.csic.es/handle/10261/178018">[ Preprint ]</a>
<br>
<br>
<a href="https://doi.org/10.5281/zenodo.3575182">CTRvw</a>
(2015, commercial contract) development tool for <br>
Click-Through Rate (CTR) online marketing application using incremental machine learning<br>
Author: G. Nguyen<br>
Publications:<br>
- Considerations about Data Processing, Machine Learning, HPC, Apache Spark and GPU
<a href="https://giangzuzana.github.io/files/2016_WIKT-DaZ.pdf">[ PDF ]</a>
<br>
<br>
<a href="images/20210410_hpc-ui-sav-sk.png">OMSS</a>
(2015-30.4.2021, production tool)<br>
Online Monitoring System and Statistics for <a href="https://hpc.ui.savba.sk">IISAS HPC SIVVP</a> production cluster<br>
Authors: G. Nguyen, J. Astalos, M. Dobrucky<br>
Publications:<br>
- IISAS SIVVP cluster in HPC focus
<a href="http://vs.sav.sk/magazine/issues/magazine_201501.pdf">[ PDF ]</a>
<br>
<br>
<a href="https://github.com/giangzuzana/UniGate">UniGate</a>
(2014-2015)
Unified gateway to HPC and Grid environments<br>
Authors: G. Nguyen, M. Dobrucky<br>
Publications:<br>
- Integrated system for hydraulic simulations
<a href="http://www.cai.sk/ojs/index.php/cai/article/download/3114/726">[ PDF ]</a>
<br>
- Unified nanoscale gateway to HPC and Grid environments
<a href="http://dx.doi.org/10.1145/2676585.2676591">[ PDF ]</a>
<br>
<br>
<a href="https://doi.org/10.5281/zenodo.3575171">LIGA</a>
(2013-2014, commercial contract)<br>
In-memory LInear large-scale character GAzetteers for named entity recognition (NER),<br>
Standalone tools for Natural Language Processing
(<a href="http://ikt.ui.sav.sk/gazetteer/">NLP in IKT group</a>)<br>
Authors: G. Nguyen, S. Dlugolinsky, M. Seleng, M. Laclavik<br>
Publications:<br>
- Next improvement towards linear Named Entity Recognition using character gazetteers
<a href="http://link.springer.com/chapter/10.1007/978-3-319-06569-4_19">[ PDF ]</a>
<br>
- Character gazetteer for Named Entity Recognition with linear matching complexity
<a href="http://ieeexplore.ieee.org/document/7113096/">[ PDF ]</a>
<br>
- Token gazetteer and character gazetteer for Named Entity Recognition
<a href="https://giangzuzana.github.io/files/2013_wikt_token.pdf">[ PDF ]</a>
<br>
The work is an extention based on Linear Substring Analysis (LSA)<br>
<br>
<a href="images/screenshot_nini30.png">NINI v3.0</a> (2006, commercial contract)<br>
<a href="images/screenshot_nini20.jpg">NINI v2.0</a> (1999, commercial contract)<br>
Data Preparation and Structure Drawing for Electron-Beam Lithography Systems<br>
Graphical browser for NIN format with GB in-memory data management. Microsoft Visual C++.<br>
Authors: G. Nguyen, M. Belov
<br>
<br>
</body></html>