2025
Modyn: Data-Centric Machine Learning Pipeline Orchestration.
Proc. ACM Manag. Data, February, 2025
Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race).
CoRR, February, 2025
2024
Reminiscences on Influential Papers.
SIGMOD Rec., June, 2024
Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments.
IEEE Internet Things J., June, 2024
Resource-Efficient Machine Learning (Dagstuhl Seminar 24311).
Dagstuhl Reports, 2024
TensorSocket: Shared Data Loading for Deep Learning Training.
CoRR, 2024
An Analysis of Collocation on GPUs for Deep Learning Training.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024
Reaching the Edge of the Edge: Image Analysis in Space.
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024
Surprise Benchmarking: The Why, What, and How.
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Proceedings of the Tenth International Workshop on Testing Database Systems, 2024
2023
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
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SIGMOD Rec., June, 2023
Hybrid Anomaly Detection Model on Trusted IoT Devices.
IEEE Internet Things J., 2023
We are Going to the Space - Part 1: Which device to deploy in a satellite?
CoRR, 2023
Profiling and Monitoring Deep Learning Training Tasks.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023
Data Management and Visualization for Benchmarking Deep Learning Training Systems.
Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023
Data Pipes: Declarative Control over Data Movement.
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023
2022
Reviving the Workshop Series on Testing Database Systems - DBTest.
Datenbank-Spektrum, November, 2022
Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
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SIGMOD Rec., 2022
Smart and Portable Air-Quality Monitoring IoT Low-Cost Devices in Ibarra City, Ecuador.
Sensors, 2022
Database Indexing and Query Processing (Dagstuhl Seminar 22111).
Dagstuhl Reports, 2022
Deep Learning Training on Multi-Instance GPUs.
CoRR, 2022
TPCx-AI on NVIDIA Jetsons.
Proceedings of the Performance Evaluation and Benchmarking, 2022
DBTest '22: 9th International Workshop on Testing Database Systems.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Micro-architectural analysis of a learned index.
Proceedings of the aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2022
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines.
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Proceedings of the 12th Conference on Innovative Data Systems Research, 2022
2021
Micro-architectural analysis of in-memory OLTP: Revisited.
VLDB J., 2021
VLDB 2021: Designing a Hybrid Conference.
SIGMOD Rec., 2021
2020
Open-Channel SSD (What is it Good For).
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020
Hash-Based Authentication Revisited in the Age of High Performance Computers.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2020
Training for Speech Recognition on Coprocessors.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2020
2019
Hardware-Assisted Transaction Processing.
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Wildfire: HTAP for Big Data.
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Scheduling Data-Intensive Tasks on Heterogeneous Many Cores.
IEEE Data Eng. Bull., 2019
Umzi: Unified Multi-Zone Indexing for Large-Scale HTAP.
Proceedings of the Advances in Database Technology, 2019
LSM Management on Computational Storage.
Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019
WiSer: A Highly Available HTAP DBMS for IoT Applications.
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Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2017
Databases on Modern Hardware: How to Stop Underutilization and Love Multicores
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01858-9, 2017
Hybrid Transactional/Analytical Processing: A Survey.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Processing Java UDFs in a C++ environment.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
Evolving Databases for New-Gen Big Data Applications.
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Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017
2016
Characterization of the Impact of Hardware Islands on OLTP.
VLDB J., 2016
Micro-architectural Analysis of In-memory OLTP.
Proceedings of the 2016 International Conference on Management of Data, 2016
Wildfire: Concurrent Blazing Data Ingest and Analytics.
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Proceedings of the 2016 International Conference on Management of Data, 2016
More than a network: distributed OLTP on clusters of hardware islands.
Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016
2015
How to stop under-utilization and love multicores.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Applying HTM to an OLTP System: No Free Lunch.
Proceedings of the 11th International Workshop on Data Management on New Hardware, 2015
2014
Transactions Chasing Scalability and Instruction Locality on Multicores.
PhD thesis, 2014
ADDICT: Advanced Instruction Chasing for Transactions.
Proc. VLDB Endow., 2014
ATraPos: Adaptive transaction processing on hardware Islands.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
Dynamic fine-grained scheduling for energy-efficient main-memory queries.
Proceedings of the Tenth International Workshop on Data Management on New Hardware, 2014
2013
Scalable and dynamically balanced shared-everything OLTP with physiological partitioning.
VLDB J., 2013
Smart Thread Scheduling is the Key for OLTP.
Adv. Math. Commun., 2013
Toward Scalable Transaction Processing.
Proc. VLDB Endow., 2013
STREX: boosting instruction cache reuse in OLTP workloads through stratified transaction execution.
Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013
From A to E: analyzing TPC's OLTP benchmarks: the obsolete, the ubiquitous, the unexplored.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
OLTP in wonderland: where do cache misses come from in major OLTP components?
Proceedings of the Ninth International Workshop on Data Management on New Hardware, 2013
A Case for Thread Migration.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
2012
14th International Workshop on High Performance Transaction Systems (HPTS).
login Usenix Mag., 2012
OLTP on Hardware Islands.
Proc. VLDB Endow., 2012
SLICC: Self-Assembly of Instruction Cache Collectives for OLTP Workloads.
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012
Reducing OLTP instruction misses with thread migration.
Proceedings of the Eighth International Workshop on Data Management on New Hardware, 2012
2011
PLP: Page Latch-free Shared-everything OLTP.
Proc. VLDB Endow., 2011
A data-oriented transaction execution engine and supporting tools.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Communix: A framework for collaborative deadlock immunity.
Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011