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Two papers on OLTP accepted in the first round of submissions for ACM SIGMOD/PODS 2022 International Conference on Management of Data
2021/12/15
Nils Boeschen and Matthias Jasny will present their work at the International Conference on Management of Data in 2022
Both papers propose new systems to accelerate OLTP workloads: “GaccO – A GPU-accelerated OLTP DBMS” uses GPUs to execute transactions of single-node DBMSs, while “P4DB – The Case for In-Network OLTP” offloads transaction execution of distributed DBMSs into programmable switches.
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Our PhD Student Nadja Geisler was awarded the Best Student Presentation Award at DESIRES 2021
2021/09/20
She got the award for her presentation on “Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data”
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Three papers on Shared Tasks for NLIDBs, Explainable AI, and Interactive Text Exploration accepted to DESIRES 2021
2021/09/14
Nadja Geisler and Benjamin Hättasch will present their work at the second conference on Design of Experimental Search & Information REtrieval Systems in Padova
The three papers are “Netted?! How to Improve the Usefulness of Spider & Co.”, “Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data”, and “WannaDB: Ad-hoc Structured Exploration of Text Collections Using Queries”.
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Our Postdoc Manisha Luthra was awarded a Grace Hopper Scholarship
2021/09/10
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Benjamin Hilprecht has been nominated to present his work "Learned DBMS Components 2.0: From Workload-Driven to Zero-Shot Learning” at LADSIOS 2021
2021/08/13
In this talk we present our vision to tackle the high costs and inflexibility of workload-driven learning.
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Our extended abstract "ACID-V: Towards a new class of DBMSs for Data Sharing” was accepted to POLY 2021
2021/08/13
We propose to extend the classical ACID properties with a new Verifiability component.
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Our extended abstract "ASET: Ad-hoc Structured Exploration of Text Collections” was accepted to ADIB 2021
2021/08/13
We propse a new way to explore textual contents in a structured way
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Our short paper "GalOP – Towards a GPU-accelerated OLTP DBMS” was accepted to DaMoN 2021
2021/05/05
In this paper, we propose a GPU-accelerated transaction processing system.
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Our paper "ReStore – Neural Data Completion for Relational Databases” was accepted to SIGMOD 2021
2021/03/22
In this paper, we propose a automated approach for relational data completion.
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Our paper "Towards Learned Metadata Extraction for Data Lakes” was accepted to BTW 2021
2021/01/13
In this paper, we analyze how will learned approaches can generalize to new unseen data in real-world data lakes.