Fotis Psallidas

Orcid: 0000-0003-4110-5813

According to our database1, Fotis Psallidas authored at least 25 papers between 2013 and 2024.

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Bibliography

2024
Rapidash: Efficient Detection of Constraint Violations.
Proc. VLDB Endow., April, 2024


2023
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs.
Proc. VLDB Endow., 2023

Optimizing Data Pipelines for Machine Learning in Feature Stores.
Proc. VLDB Endow., 2023

Rapidash: Efficient Constraint Discovery via Rapid Verification.
CoRR, 2023

Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Schema Matching using Pre-Trained Language Models.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines.
SIGMOD Rec., 2022

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs.
CoRR, 2022

2021
SEIZE: Runtime Inspection for Parallel Dataflow Systems.
IEEE Trans. Parallel Distributed Syst., 2021

2020
Vamsa: Tracking Provenance in Data Science Scripts.
CoRR, 2020

Vamsa: Automated Provenance Tracking in Data Science Scripts.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

SEIZE User Desired Moments: Runtime Inspection for Parallel Dataflow Systems.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Extending Relational Query Processing with ML Inference.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020


2019
Physical Plan Instrumentation in Databases: Mechanisms and Applications.
PhD thesis, 2019

Data Science through the looking glass and what we found there.
CoRR, 2019

2018
Smoke: Fine-grained Lineage at Interactive Speed.
Proc. VLDB Endow., 2018

Provenance for Interactive Visualizations.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
Combining Design and Performance in a Data Visualization Management System.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
DiVA: Using Application-Specific Policies to 'Dive' into Vector Approximations.
Comput. J., 2016

2015
S4: Top-k Spreadsheet-Style Search for Query Discovery.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2013
Effective Event Identification in Social Media.
IEEE Data Eng. Bull., 2013

Soc Web: Efficient Monitoring of Social Network Activities.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013


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