Martin Krulis

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 29

Top Topics

Data Stream Processing

Top Venues

Int. J. Softw. Tools Technol. Transf.

Publications

Adam Smelko, Martin Krulis, Jirí Klepl
GPU-acceleration of neighborhood-based dimensionality reduction algorithm EmbedSOM. GPGPU@PPoPP (2024)
Jirí Klepl, Adam Smelko, Lukás Rozsypal, Martin Krulis
Pure C++ Approach to Optimized Parallel Traversal of Regular Data Structures. PMAM@PPoPP (2024)
Michal Töpfer, Frantisek Plásil, Tomás Bures, Petr Hnetynka, Martin Krulis, Danny Weyns
Online ML Self-adaptation in Face of Traps. ACSOS (2023)
Tomás Bures, Petr Hnetynka, Martin Krulis, Frantisek Plásil, Danylo Khalyeyev, Sebastian Hahner, Stephan Seifermann, Maximilian Walter, Robert Heinrich
Generating adaptation rule-specific neural networks. Int. J. Softw. Tools Technol. Transf. 25 (5) (2023)
Petr Hnetynka, Martin Krulis, Michal Töpfer, Tomás Bures
Modeling Machine Learning Concerns in Collective Adaptive Systems. MODELSWARD (2023)
Michal Töpfer, Frantisek Plásil, Tomás Bures, Petr Hnetynka, Martin Krulis, Danny Weyns
Online ML Self-adaptation in Face of Traps. CoRR (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Ensemble-based modeling abstractions for modern self-optimizing systems. CoRR (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Machine-learning abstractions for component-based self-optimizing systems. Int. J. Softw. Tools Technol. Transf. 25 (5) (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Ensemble-Based Modeling Abstractions for Modern Self-optimizing Systems. ISoLA (3) (2022)
Tomás Bures, Petr Hnetynka, Martin Krulis, Frantisek Plásil, Danylo Khalyeyev, Sebastian Hahner, Stephan Seifermann, Maximilian Walter, Robert Heinrich
Attuning Adaptation Rules via a Rule-Specific Neural Network. ISoLA (3) (2022)
Martin Krulis, Tomás Bures, Petr Hnetynka
Simdex: A Simulator of a Real Self-adaptive job-dispatching System Backend. SEAMS (2022)
Tomás Bures, Petr Hnetynka, Martin Krulis, Jan Pacovský
Towards Model-driven Fuzzification of Adaptive Systems Specification. MODELSWARD (2022)
Adam Smelko, Martin Krulis, Miroslav Kratochvíl, Jirí Klepl, Jirí Mayer, Petr Simunek
Astute Approach to Handling Memory Layouts of Regular Data Structures. ICA3PP (2022)
Jan Pacovský, Petr Hnetynka, Martin Krulis
Generalization of Machine-Learning Adaptation in Ensemble-Based Self-adaptive Systems. ECSA (Tracks and Workshops) (2022)
Milad Abdullah, Michal Töpfer, Tomás Bures, Petr Hnetynka, Martin Krulis, Frantisek Plásil
Introducing Estimators - Abstraction for Easy ML Employment in Self-adaptive Architectures. ECSA (Tracks and Workshops) (2022)
Adam Smelko, Sona Molnárová, Miroslav Kratochvíl, Abhishek Koladiya, Jan Musil, Martin Krulis, Jirí Vondrásek
Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM. CoRR (2022)
Michal Töpfer, Milad Abdullah, Martin Krulis, Tomás Bures, Petr Hnetynka
ML-DEECo: a Machine-Learning-Enabled Framework for Self-organizing Components. ACSOS-C (2022)
David Bednárek, Martin Krulis, Jakub Yaghob
Letting future programmers experience performance-related tasks. J. Parallel Distributed Comput. 155 (2021)
Adam Smelko, Miroslav Kratochvíl, Martin Krulis, Tomás Sieger
GPU-Accelerated Mahalanobis-Average Hierarchical Clustering Analysis. Euro-Par (2021)
Tomás Bures, Petr Hnetynka, Martin Krulis, Danylo Khalyeyev, Sebastian Hahner, Stephan Seifermann, Maximilian Walter, Robert Heinrich
Towards fuzzification of adaptation rules in self-adaptive architectures. CoRR (2021)
Martin Krulis, Miroslav Kratochvíl
Detailed Analysis and Optimization of CUDA K-means Algorithm. ICPP (2020)
David Honzátko, Martin Krulis
Accelerating block-matching and 3D filtering method for image denoising on GPUs. J. Real Time Image Process. 16 (6) (2019)
Emanuel Buzek, Martin Krulis
An Entertaining Approach to Parallel Programming Education. IPDPS Workshops (2018)
David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Data Preprocessing of eSport Game Records - Counter-Strike: Global Offensive. DATA (2017)
David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Player Performance Evaluation in Team-Based First-Person Shooter eSport. DATA (Revised Selected Papers) (2017)
David Bednárek, Michal Brabec, Martin Krulis
Improving matrix-based dynamic programming on massively parallel accelerators. Inf. Syst. 64 (2017)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Employing GPU architectures for permutation-based indexing. Multim. Tools Appl. 76 (9) (2017)
Martin Krulis, Jakub Lokoc, Tomás Skopal
Efficient extraction of clustering-based feature signatures using GPU architectures. Multim. Tools Appl. 75 (13) (2016)
David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Creating Distributed Execution Plans with BobolangNG. ICA3PP (2016)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Permutation based indexing for high dimensional data on GPU architectures. CBMI (2015)
Martin Krulis
Critical Evaluation of Existing External Sorting Methods in the Perspective of Modern Hardware. DATESO (2015)
Martin Krulis, David Bednárek, Michal Brabec
Improving Parallel Processing of Matrix-Based Similarity Measures on Modern GPUs. SISAP (2015)
Hasmik Osipyan, Martin Krulis, Stéphane Marchand-Maillet
A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. ICCSW (2015)
Martin Krulis
Is There a Free Lunch for Image Feature Extraction in Web Applications. SISAP (2015)
Martin Krulis, Petr Stefan, Jakub Yaghob, Filip Zavoral
Assessing Applicability of Power-Efficient Embedded Devices for Micro-Cloud Computing. ITAT (2015)
Zbynek Falt, Martin Krulis, David Bednárek, Jakub Yaghob, Filip Zavoral
Towards Efficient Locality Aware Parallel Data Stream Processing. J. Univers. Comput. Sci. 21 (6) (2015)
Petra Galuscáková, Michal Batko, Martin Krulis, Jakub Lokoc, David Novák, Pavel Pecina
CUNI at TRECVID 2015: Video Hyperlinking Task. TRECVID (2015)
Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. ADBIS (Short Papers and Workshops) (2015)
Martin Krulis, David Bednárek, Zbynek Falt, Jakub Yaghob, Filip Zavoral
Towards Semi-automated Parallelization of Data Stream Processing. IDC (2015)
David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Employing Evolutionary Algorithms for Classification of Astrophysical Spectra. ITAT (2014)
Jakub Yaghob, David Bednárek, Martin Krulis, Filip Zavoral
Column-Oriented Data Store for Astrophysical Data. DEXA Workshops (2014)
Martin Krulis, Steffen Kirchhoff, Jakub Yaghob
Perils of Combining Parallel Distance Computations with Metric and Ptolemaic Indexing in kNN Queries. SISAP (2014)
Martin Krulis, David Bednárek, Jakub Yaghob, Filip Zavoral
Employing Similarity Methods for Stellar Spectra Classification in Astroinformatics. SISAP (2014)
Filip Zavoral, Jakub Yaghob, David Bednárek, Martin Krulis
Contemplating Efficiency of the ROOT File Format for Data Intensive Simulations in Particle Physics. ITAT (2014)
Zbynek Falt, David Bednárek, Martin Krulis, Jakub Yaghob, Filip Zavoral
Bobolang: a language for parallel streaming applications. HPDC (2014)
Martin Krulis, Zbynek Falt, Filip Zavoral
Exploiting HTML5 Technologies for Distributed Parasitic Web Storge. DATESO (2014)
Petra Galuscáková, Martin Krulis, Jakub Lokoc, Pavel Pecina
CUNI at MediaEval 2014 Search and Hyperlinking Task: Visual and Prosodic Features in Hyperlinking. MediaEval (2014)
Zbynek Falt, Martin Krulis, David Bednárek, Jakub Yaghob, Filip Zavoral
Locality Aware Task Scheduling in Parallel Data Stream Processing. IDC (2014)
Zbynek Falt, Martin Krulis, Jakub Yaghob
Bobolang - jazyk pro systém Bobox. ITAT (2013)
Martin Krulis, Jakub Lokoc, Tomás Skopal
Efficient Extraction of Feature Signatures Using Multi-GPU Architecture. MMM (2) (2013)
Martin Krulis, Miroslav Cermák, Zbynek Falt, Jakub Yaghob
Revize metod externího třídění pro moderní hardware. ITAT (2013)
Jakub Galgonek, Martin Krulis, David Hoksza
On the Parallelization of the SProt Measure and the TM-Score Algorithm. Euro-Par Workshops (2012)
Martin Krulis, Tomás Skopal, Jakub Lokoc, Christian Beecks
Combining CPU and GPU architectures for fast similarity search. Distributed Parallel Databases 30 (3-4) (2012)
Martin Krulis, Jakub Lokoc, Christian Beecks, Tomás Skopal, Thomas Seidl
Processing the signature quadratic form distance on many-core GPU architectures. CIKM (2011)
Martin Krulis, Jakub Yaghob
Revision of Relational Joins for Multi-Core and Many-Core Architectures. DATESO (2011)
Martin Krulis, Jakub Yaghob
The Location Path to Hell Is Paved With Unoptimized Axes: XPath Implementation Tips. NDT (2) (2010)
Martin Krulis, Jakub Yaghob
Efficient Implementation of XPath Processor on Multi-Core CPUs. DATESO (2010)
Jakub Galgonek, Tomás Knap, Martin Krulis, Martin Necaský
SMILE - A Framework for Semantic Applications. OTM Workshops (2010)