Roman Heinrich

16 papers A* 3Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GRACEFUL: A Learned Cost Estimator For UDFs. CoRR Johannes Wehrstein, Tiemo Bang, Roman Heinrich, Carsten Binnig
2025	A*	`conf`	GRACEFUL: A Learned Cost Estimator for UDFs. ICDE Johannes Wehrstein, Tiemo Bang, Roman Heinrich, Carsten Binnig
2025	J	`jnl`	How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks. CoRR Roman Heinrich, Manisha Luthra, Johannes Wehrstein, Harald Kornmayer, Carsten Binnig
2025	J	`jnl`	How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks. Proc. ACM Manag. Data Roman Heinrich, Manisha Luthra, Johannes Wehrstein, Harald Kornmayer, Carsten Binnig
2025	J	`jnl`	JOB-Complex: A Challenging Benchmark for Traditional & Learned Query Optimization. CoRR Johannes Wehrstein, Timo Eckmann, Roman Heinrich, Carsten Binnig
2025	J	`jnl`	Learned Cost Models for Query Optimization: From Batch to Streaming Systems. Proc. VLDB Endow. Roman Heinrich, Xiao Li, Manisha Luthra, Zoi Kaoudi
2025	J	`jnl`	Opening The Black-Box: Explaining Learned Cost Models For Databases. CoRR Roman Heinrich, Oleksandr Havrylov, Manisha Luthra, Johannes Wehrstein, Carsten Binnig
2025	J	`jnl`	Opening The Black-Box: Explaining Learned Cost Models For Databases. Proc. VLDB Endow. Roman Heinrich, Oleksandr Havrylov, Manisha Luthra, Johannes Wehrstein, Carsten Binnig
2025	J	`jnl`	PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing. CoRR Pratyush Agnihotri, Boris Koldehofe, Roman Heinrich, Carsten Binnig, Manisha Luthra
2025	J	`jnl`	Redbench: Workload Synthesis From Cloud Traces. CoRR Johannes Wehrstein, Roman Heinrich, Mihail Stoian, Skander Krid, Martin Stemmer, Andreas Kipf, Carsten Binnig, Muhammad El-Hindi
2024	J	`jnl`	COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments. CoRR Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
2024	A*	`conf`	Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments. ICDE Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
2024	—	`conf`	PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing. TPCTC Pratyush Agnihotri, Boris Koldehofe, Roman Heinrich, Carsten Binnig, Manisha Luthra
2024	A*	`conf`	ZERoTuNE: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processing. ICDE Pratyush Agnihotri, Boris Koldehofe, Paul Stiegele, Roman Heinrich, Carsten Binnig, Manisha Luthra
2022	J	`jnl`	Zero-Shot Cost Models for Distributed Stream Processing. CoRR Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig
2022	—	`conf`	Zero-shot cost models for distributed stream processing. DEBS Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig