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Hardware Parallelism and Transaction Processing Systems

By Pınar Tözün at VLDB Summer School (July 2023)

Data Management and Visualization for Benchmarking Deep Learning Training Systems

By Ties Robroek at 7th DEEM (@SIGMOD) (Best Presentation Award) (June 2023)

Video Github

Profiling and Monitoring Deep Learning Training Tasks

By Ehsan Yousefzadeh-Asl-Miandoab at 3rd EuroMLSys (May 2023)

Video

TPCx-AI on NVIDIA Jetsons

By Robert Bayer at TPCTC (September 2022)

Micro-Architectural Analysis of a Learned Index

By Pınar Tözün at aiDM (June 2022)

Peaceful Co-habitation on GPUs for Deep Learning

By Pınar Tözün at Microsoft GSL Talk Series 2022 (May 2022)

Sustainable Use of Hardware

By Pınar Tözün at ITU Climate IT Video Series (May 2022)

Toward Hardware-Conscious Data Science

By Pınar Tözün at FGDB (March 2022), WiDS Copenhagen (April 2022), ITU Workshop on Frontiers of NLP Research (May 2022)

Processors

By Ehsan Yousefzadeh-Asl-Miandoab at Large Scale Data Analysis course (April 2022)

Video