Research Interests
- Stochastic Optimization
- Packing & Layout Optimization, Geometric Algorithms
- Metagenomic Short Read Classification
- C++ Library Design
- Generic Programming
- Functional Programming
- Parallelization Techniques
Research
Current: Bioinformatics DSLs with Hardware Accelerator Support (using AnyDSL/Impala)
Benchmark results for various packing problem instances
Links
GitHub Repositories: C++ generic programming utilities, C++ numeric classes & utilities, some useful C++ generic containers
Teaching Materials
Collection of (some of) my C++ Learning & Teaching Materials
I aimed at providing a broad, yet not too shallow overview of the C++ programming language (originally for people with a beginner level Java or Python background). If you find any bug please drop me an e-mail. The stuff is for personal use only and may not be used in a commercial context without my permission.
Teaching
- WT 2018: 1-week C++ Crash Course
- WT 2016: 1-week C++ Crash Course
- ST 2016: Exercises for "Programming Languages"
- ST 2015: 1-week C++ Crash Course
- WT 2014/15 Exercises for "Data Structures and Efficient Algorithms", Lecture on AVL Trees
- ST 2014: Exercises, Tutorial & Lecture Sessions on C++ for "Programming Languages"
- ST 2014: 1-week "C++ Crash Course" for Java/Python Programmers
- WT 2013/14 Exercises & Tutorial for "Data Structures and Efficient Algorithms"
- ST 2013 Exercises, Tutorial & Lecture Sessions on C++ for "Programming Languages"
- WT 2012/13: Tutor for "Data Structures and Efficient Algorithms"
- ST 2012: Exercises & Tutorial for "Programming Languages"
- WT 2011/12: Exercises & Tutorial for "Databases II"
- ST 2011: Exercises & Tutorial for "Databases I"
Publlications
2022
Cascitti, J., Niebler, S., Mueller, A., Schmidt, B. (2022). RNACache: A scalable approach to rapid transcriptomic read mapping using locality sensitive hashing. JOURNAL OF COMPUTATIONAL SCIENCE, 60. DOI Author/Publisher URL
Juenger, D., Kobus, R., Mueller, A., et al. (2022). General-purpose GPU hashing data structures and their application in accelerated genomics. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 163, 256-268. DOI Author/Publisher URL
Xu, K., Duan, X., Muller, A., et al. (2022). FMapper: Scalable read mapper based on succinct hash index on SunWay TaihuLight. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 161, 72-82. DOI Author/Publisher URL
2021
Kobus, R., Müller, A., Jünger, D., et al. (2021, August 9). MetaCache-GPU: Ultra-Fast Metagenomic Classification. 50th International Conference on Parallel Processing. Published. ICPP 2021: 50th International Conference on Parallel Processing. DOI
Cascitti, J., Niebler, S., Müller, A., Schmidt, B. (2021). RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes Using MinHashing. In M. Paszynski, D. Kranzlmüller, V. V. Krzhizhanovskaya, et al. (eds.), ICCS (1) (Vols 12742, pp. 367-381). Springer. Author/Publisher URL
Kobus, R., Müller, A., Jünger, D., et al. (2021). MetaCache-GPU: Ultra-Fast Metagenomic Classification.
2020
Juenger, D., Kobus, R., Mueller, A., et al. (2020). WarpCore: A Library for fast Hash Tables on GPUs. 2020 IEEE 27TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2020), 11-20. DOI Author/Publisher URL
Jünger, D., Kobus, R., Müller, A., et al. (2020). WarpCore: A Library for fast Hash Tables on GPUs. CoRR, abs/2009.07914.
Kobus, R., Abuin, J. M., Mueller, A., et al. (2020). A big data approach to metagenomics for all-food-sequencing. BMC BIOINFORMATICS, 21(1). DOI Author/Publisher URL
Müller, A., Schmidt, B., Hildebrandt, A., et al. (2020). AnySeq: A High Performance Sequence Alignment Library based on Partial Evaluation. arXiv preprint arXiv:2002.04561.
Müller, A., Schmidt, B., Hildebrandt, A., et al. (2020). AnySeq: A High Performance Sequence Alignment Library based on Partial Evaluation. IPDPS, 1030-1040. Author/Publisher URL
Niebler, S., Mueller, A., Hankeln, T., Schmidt, B. (2020). RainDrop: Rapid activation matrix computation for droplet-based single-cell RNA-seq reads. BMC BIOINFORMATICS, 21(1). DOI Author/Publisher URL
2019
Yin, Z., Zhang, T., Müller, A., et al. (2019). Efficient Parallel Sort on AVX-512-Based Multi-Core and Many-Core Architectures. In Z. Xiao, L. T. Yang, P. Balaji, et al. (eds.), HPCC/SmartCity/DSS (pp. 168-176). IEEE. Author/Publisher URL
2018
Leißa, R., Boesche, K., Hack, S., et al. (2018). AnyDSL: a partial evaluation framework for programming high-performance libraries. Proceedings of the ACM on Programming Languages, 2(OOPSLA), 1-30. DOI
Kobus, R., Lamoth, A., Müller, A., et al. (2018). cuBool: bit-parallel Boolean Matrix Factorization on CUDA-enabled accelerators. Seiten: 465-472. Author/Publisher URL
Leissa, R., Boesche, K., Hack, S., et al. (2018). AnyDSL: A Partial Evaluation Framework for Programming High-Performance Libraries. PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 2. DOI Author/Publisher URL
2017
Kobus, R., Hundt, C., Müller, A., Schmidt, B. (2017). Accelerating metagenomic read classification on CUDA-enabled GPUs. BMC Bioinformatics, 18(11), 10 S. Author/Publisher URL
Müller, A., Hundt, C., Hildebrandt, A., et al. (2017). MetaCache: context-aware classification of metagenomic reads using minhashing. Bioinformatics, 33, 3740-3748.
2009
Mueller, A., Schneider, J. J., and Schoemer, E. (2009). Packing a multidisperse system of hard disks in a circular environment. PHYSICAL REVIEW E, 79(2). DOI Author/Publisher URL
Schneider, J. J., Mueller, A., and Schoemer, E. (2009). Ultrametricity property of energy landscapes of multidisperse packing problems. PHYSICAL REVIEW E, 79(3). DOI Author/Publisher URL