A Quest to Reduce Dependency on CPUs in Deep Learning Data Pipelines - CHEOPS 2025
The Five-Minute Rule for the Cloud: Caching in Analytics Systems - CIDR 2025
Efficient Supercomputing for Data-Intensive Applications - Digital Tech Summit 2024
Data Path in Deep Learning - Data Management Aspects of Analytics session at D3A 2024
Peaceful Sharing while Training - Dutch Seminar on Data Systems Design 2024
Different Scales of Resource-Aware Deep Learning and How to Tackle Them- University of Chicago ChiData group & Imperial College London Large Scale Data & Systems Group Seminars 2024
Data Processing at the Edge: From Satellites to Earth - D&I Keynote at MDM 2024
Towards Transparency in Computational Footprint of Deep Learning - ESwML 2024
Different Scales of Resource-Aware Deep Learning and How to Tackle Them
Presented at various places (listed below) with slight variations during my sabbatical in Fall 2023.
December 12: Systems Group, ETH Zürich
December 8: DIAS Lab, EPFL
December 4: eXascale Infolab, University of Fribourg
November 28: Databricks, Amsterdam
November 28: INDE Lab, University of Amsterdam
November 27: Database Architectures Group, CWI
October 27: Systems Group, TU Darmstadt
October 10: Chair for Database Systems, TU Munich
October 5: Snowflake, Berlin
September 25: DIMA, TU Berlin
September 19: HPI Data & AI Cluster Retreat
September 12: BIFOLD Summer School 2023 on Artificial Intelligence and Ecological Sustainability
Hardware Parallelism & Transaction Processing Systems - HPI Lecture Series on Database Research 2023 and VLDB Summer School 2023
Teaching Systems - IT University of Copenhagen, Teaching Award Talk 2023
Sustainable Use of Hardware for Deep Learning –A case for Collocation - Invited lecture at Reykjavik University 2022
Peaceful Co-habitation on GPUs for Deep Learning - Microsoft GSL Talk Series 2022
Sustainable Use of Hardware - ITU Climate IT Video Series 2022
Toward Hardware-Conscious Data Science - Spring Symposium 2022 of the Fachgruppe Database Systems, Women in Data Science Copenhagen, Workshop on Frontiers of Natural Language Processing Research 2022
Data-Intensive Systems in the Microsecond Era - University of Waterloo - Data Systems Seminars, TU Munich - Data Processing on Modern Hardware Lectures, Dutch Seminar on Data Systems Design 2021
PhD Symposium Panel - ICDE 2021
Dimensions of Hardware Parallelism and Exploiting Them for Data-Intensive Systems - Hasso-Plattner-Institut / University of Potsdam 2019
Data-Intensive Systems in the Microsecond Era - HPTS 2019
Training for Speech Recognition on Co-processors - HPTS 2019 Gong Show (chosen best gong show talk)
LSM Management on Computational Storage - Facebook 2019
Data Management Systems in the Age of Dark Silicon - DaMoN 2018
Song of Hardware and Databases - HPTS 2017
Hybrid Transactional/Analytical Processing: A Survey - SIGMOD 2017
Transactions Chasing Scalability and Instruction Locality on Multicores - UC Santa Cruz 2017
Wildfire: Evolving Databases for New-Gen Big Data Applications - TU Munich 2017
Careers in Industry Panel - SIGMOD 2016
Breaking up with SQL - HPTS 2015
ADDICT: Advanced Instruction Chasing for Transactions - VLDB 2015
How to Stop Underutilization and Love Multicores - ICDE 2015
How to Stop Underutilization and Love Multicores - SIGMOD 2014
Transactions Chasing Instructions - EcoCloud 2014
HPTS Next-Generation Panel - HPTS 2013
Toward Scalable Transaction Processing - VLDB 2013
OLTP in Wonderland - DaMoN 2013
Transactions Chasing Instruction Locality on Multicores - TU Dortmund 2013
From A to E: Analyzing TPC’s OLTP Benchmarks - EDBT 2013
A Case for Thread Migration - CIDR 2013
Transactions on Modern Hardware - Koç University 2013
Reducing OLTP Instruction Misses with Thread Migration - DaMoN 2012
Critical Sections Through the Looking Glass - HPTS 2011
PLP: Page Latch‐free Shared‐everything OLTP - VLDB 2011