Roman Heinrich

Orcid: 0000-0001-7321-9562

According to our database¹, Roman Heinrich authored at least 9 papers between 2022 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

Learned Cost Models for Query Optimization: From Batch to Streaming Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2025

Opening The Black-Box: Explaining Learned Cost Models For Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2025

JOB-Complex: A Challenging Benchmark for Traditional & Learned Query Optimization.

[BibT_eX]

[DOI]

CoRR, July, 2025

How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, June, 2025

GRACEFUL: A Learned Cost Estimator for UDFs.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Performance Evaluation and Benchmarking, 2024

Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ZERoTuNE: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2022

Zero-shot cost models for distributed stream processing.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM International Conference on Distributed and Event-based Systems, 2022

Roman Heinrich

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