Cover Image

Supporting Better Insights of Data Science Pipelines with Fine-grained Provenance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chapman, Adriane, Lauro, Luca, Missier, Paolo, Torlone, Riccardo
Format:	Preprint
Published:	2023
Subjects:	Databases 68 H.1; H.2
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hierarchical Robust PCA for Scalable Data Quality Monitoring in Multi-level Aggregation Pipelines
by: Ojha, Preetam Kumar
Published: (2025)

Graphify: Automated Synthesis of Type-Safe Graph Backends via $O(S)$ GraphQL-to-Gremlin Transpilation
by: Graf, Johannes
Published: (2026)

Adaptive Indexing for Approximate Query Processing in Exploratory Data Analysis
by: Maroulis, Stavros, et al.
Published: (2025)

Implementing the Typed Graph Data Model Using Relational Database Technology
by: Crowe, Malcolm, et al.
Published: (2024)

Towards Explainable Automated Data Quality Enhancement without Domain Knowledge
by: Sarr, Djibril
Published: (2024)

Approximate Keys and Functional Dependencies in Incomplete Databases With Limited Domains-Algorithmic Perspective
by: Al-atar, Munqath, et al.
Published: (2024)

Approximate Integrity Constraints in Incomplete Databases With Limited Domains
by: Al-atar, Munqath, et al.
Published: (2024)

Efficient $k$-NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures
by: Benrazek, Ala-Eddine, et al.
Published: (2024)

Categorical Calculus and Algebra for Multi-Model Data
by: Lu, Jiaheng
Published: (2026)

Database Dependencies and Formal Concept Analysis
by: Baixeries, Jaume
Published: (2024)

Recent Advances in Data-Driven Business Process Management
by: Ackermann, Lars, et al.
Published: (2024)

Topological Relational Theory: A Simplicial-Complex View of Functional Dependencies, Lossless Decomposition, and Acyclicity
by: Senturk, Bilge, et al.
Published: (2026)

Multiset semantics in SPARQL, Relational Algebra and Datalog
by: Angles, Renzo, et al.
Published: (2026)

ProvSQL: A General System for Keeping Track of the Provenance and Probability of Data
by: Sen, Aryak, et al.
Published: (2025)

Visual Analytics Challenges and Trends in the Age of AI: The BigVis Community Perspective
by: Bikakis, Nikos, et al.
Published: (2025)

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows
by: Souza, Renan, et al.
Published: (2025)

Modeling Concurrency Control as a Learnable Function
by: Pan, Hexiang, et al.
Published: (2025)

Modular Fault-Tolerant DBMS
by: Fot, Nikolay, et al.
Published: (2025)

Method for Aggregating Unstructured Data Using Large Language Models
by: Lazebnyi, Vsevolod, et al.
Published: (2026)

Uniqueness ratio as a predictor of a privacy leakage
by: AlKhashti, Danah A. AlSalem
Published: (2025)

DataJoint 2.0: A Computational Substrate for Agentic Scientific Workflows
by: Yatsenko, Dimitri, et al.
Published: (2026)

Heterogeneity in Entity Matching: A Survey and Experimental Analysis
by: Moslemi, Mohammad Hossein, et al.
Published: (2025)

Competitive Data-Structure Dynamization
by: Mathieu, Claire, et al.
Published: (2020)

Memento Filter: A Fast, Dynamic, and Robust Range Filter
by: Eslami, Navid, et al.
Published: (2024)

GLEAN: Grounded Lightweight Evaluation Anchors for Contamination-Aware Tabular Reasoning
by: Wang, Qizhi
Published: (2026)

Mayfly: Private Aggregate Insights from Ephemeral Streams of On-Device User Data
by: Bian, Christopher, et al.
Published: (2024)

GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes
by: Li, Xue, et al.
Published: (2023)

BoomHQ: Learning to Boost Multiple Hybrid Queries on Vector DBMSs
by: Qiu, Ermu, et al.
Published: (2026)

Learned Compression of Nonlinear Time Series With Random Access
by: Guerra, Andrea, et al.
Published: (2024)

Database Technology Evolution III: Knowledge Graphs and Linked Data
by: Crowe, Malcolm, et al.
Published: (2024)

Partial Adaptive Indexing for Approximate Query Answering
by: Maroulis, Stavros, et al.
Published: (2024)

Semijoins of Annotated Relations
by: Kolaitis, Phokion G.
Published: (2026)

LLM-based Dynamic Differential Testing for Database Connectors with Reinforcement Learning-Guided Prompt Selection
by: Lyu, Ce, et al.
Published: (2025)

Unlocking Advanced Graph Machine Learning Insights through Knowledge Completion on Neo4j Graph Database
by: Napoli, Rosario, et al.
Published: (2025)

Workload-Aware Incremental Reclustering in Cloud Data Warehouses
by: Liu, Yipeng, et al.
Published: (2026)

TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs
by: Liu, Shige, et al.
Published: (2025)

A Unified Mathematical Framework for Distributed Data Fabrics: Categorical Hypergraph Models
by: Shaska, T., et al.
Published: (2026)

Towards Interactively Improving ML Data Preparation Code via "Shadow Pipelines"
by: Grafberger, Stefan, et al.
Published: (2024)

GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support -- Extended Version
by: Zhou, Libin, et al.
Published: (2024)

Instrumentation and Analysis of Native ML Pipelines via Logical Query Plans
by: Grafberger, Stefan
Published: (2024)