Beata Bylina

Dr. hab. Beata Bylina is a Professor at the Faculty of Mathematics, Physics and Computer Science, Maria Curie-Skłodowska University (UMCS), affiliated with the Department of Information Systems Software. She specializes in high-performance computing, numerical methods, and energy-efficient parallel programming.

• ORCID ID: 0000-0002-1327-9747
• Contact: beata.bylina@umcs.pl / beata.bylina@mail.umcs.pl
• Office: Room D-522 (Institute of Computer Science) or Room B-2, Akademicka Street 9, Lublin
• Consultations: Wednesdays 10:00–12:00 (in-person or remote via Microsoft Teams)

Her research focuses on:

• Parallelization and vectorization techniques for multicore architectures
• Energy consumption optimization in numerical algorithms
• Matrix factorization methods (WZ, LU, QR) for CPU/GPU hybrid systems
• Markov chain modeling for network performance analysis
• Compiler optimization impact on performance and energy metrics

Recent publication trends show emphasis on:

• Time-energy correlations in multithreaded algorithms
• OpenMP/OpenACC for hybrid CPU-GPU implementations
• Efficient sparse matrix storage schemes for GPUs
• Impact of hardware-specific optimizations (Xeon Phi, frequency scaling)
• Comparative studies of parallelization strategies