Lekshmi B.G., M. Sc., M. Phil

Dr.-Ing. Lekshmi B.G.

Department Informatik (INF)
Lehrstuhl für Informatik 6 (Datenmanagement)

E-Mail: lekshmi.bg.nair@fau.de
Webseite: https://www.cs6.tf.fau.de/lehrstuhl/personen/lekshmi-b-g/

Lekshmi B.G. war von Mai 2018 bis April 2021 wissenschaftliche Mitarbeiterin. Bis Oktober 2021 war sie externe Doktorandin. Am 28. Oktober 2021 verteidigte sie ihre Dissertation mit dem Titel „Capability Aware Query Optimizer For An FPGA-Based Near Data Processor“.

Forschungsschwerpunkte

Datenmanagement, Anfragen-Optimierung, KI, neuronale Netzwerke.

Publikationen

2021

Beena Gopalakrishnan Nair L., Becher A., Wildermann S., Meyer-Wegener K., Teich J.:
Speculative Dynamic Reconfiguration and Table Prefetching Using Query Look-Ahead in the ReProVide Near-Data-Processing System
In: Datenbank-Spektrum (2021)
ISSN: 1618-2162
DOI: 10.1007/s13222-020-00363-7
URL: https://rd.springer.com/article/10.1007/s13222-020-00363-7
BibTeX: Download
Beena Gopalakrishnan Nair L., Meyer-Wegener K.:
COPRAO: A Capability Aware Query Optimizer for reconfigurable Near Data Processors
Joint International Workshop on Big Data Management on Emerging Hardware and Data Management on Virtualized Active Systems held in Conjunction with ICDE 2021 (Chania, Crete, Greece, 19. April 2021 - 19. April 2021)
In: Proc. 37th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2021, Chania, Greece, April 19-22, 2021 2021
DOI: 10.1109/ICDEW53142.2021.00017
URL: http://db.ict.ac.cn/HardBD-Active-2021/papers/HardBDActive21-1.pdf
BibTeX: Download

2020

Beena Gopalakrishnan Nair L., Becher A., Meyer-Wegener K.:
The ReProVide Query-Sequence Optimization in a Hardware-Accelerated DBMS
16th International Workshop on Data Management on New Hardware Held with ACM SIGMOD/PODS 2020 (Portland, Oregon USA, 15. Juni 2020 - 15. Juni 2020)
In: DaMoN '20: Proceedings of the 16th International Workshop on Data Management on New Hardware 2020
DOI: 10.1145/3399666.3399926
BibTeX: Download
Beena Gopalakrishnan Nair L., Becher A., Meyer-Wegener K., Wildermann S., Teich J.:
SQL Query Processing Using an Integrated FPGA-based Near-Data Accelerator in ReProVide
23rd International Conference on Extending Database Technology (Copenhagen, 30. März 2020 - 2. April 2020)
In: Proceedings of EDBT 2020
BibTeX: Download

2018

Becher A., Beena Gopalakrishnan Nair L., Broneske D., Drewes T., Gurumurthy B., Meyer-Wegener K., Pionteck T., Saake G., Teich J., Wildermann S.:
Integration of FPGAs in Database Management Systems: Challenges and Opportunities
In: Datenbank-Spektrum (2018)
ISSN: 1618-2162
DOI: 10.1007/s13222-018-0294-9
BibTeX: Download