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Volker Markl

Author ID
379
ORCID
-
Links
(found by gpt-5.4 on may 24 2026)
Most Frequent Institution
Technical University of Berlin
Pagerank
0.67237284
Overall Rank
31 | 99.86%
Paper Count
95

Affiliation Timeline

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing 50 of 95 publications.

Rank Title Year Venue Pagerank
182 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00036962631
224 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00032746205
650 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00018659177
1,287 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00012820443
1,805 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.00010493299
2,165 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 9.389622e-05
2,172 Spinning Fast Iterative Data Flows 2012 VLDB 9.3706587e-05
2,287 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0972606e-05
2,350 An Intermediate Representation for Optimizing Machine Learning Pipelines 2019 VLDB 8.9788641e-05
2,356 Consistently Estimating the Selectivity of Conjuncts of Predicates 2005 VLDB 8.9620762e-05
2,502 Integrating the UB-Tree into a Database System Kernel 2000 VLDB 8.6438339e-05
2,818 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.0665558e-05
2,969 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 7.7974762e-05
3,059 Damia: Data Mashups for Intranet Applications 2008 SIGMOD 7.6392701e-05
3,327 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2205738e-05
3,458 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7.0748084e-05
3,674 An Approach to Optimize Data Processing in Business Processes 2007 VLDB 6.8558403e-05
4,261 Parallelizing Query Optimization 2008 VLDB 6.31244e-05
4,488 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.145117e-05
4,795 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 5.9158043e-05
5,025 Automated Statistics Collection in DB2 UDB 2004 VLDB 5.7533741e-05
5,247 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 5.6057839e-05
5,427 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.509468e-05
5,578 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 5.4252837e-05
5,731 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 5.3502065e-05
5,784 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 5.328804e-05
5,988 NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access 2022 SIGMOD 5.2430981e-05
6,049 POP/FED: Progressive Query Optimization for Federated Queries in DB2 2006 VLDB 5.2360942e-05
6,053 Optimizing Machine Learning Workloads in Collaborative Environments 2020 SIGMOD 5.2326838e-05
6,073 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.2253416e-05
6,469 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5.0519488e-05
6,471 Dynamic Parameter Allocation in Parameter Servers 2020 VLDB 5.0511668e-05
6,519 Expand your Training Limits! Generating Training Data for ML-based Data Management 2021 SIGMOD 5.0316686e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
6,759 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 4.9352213e-05
6,898 Disclosure-Compliant Query Answering 2024 SIGMOD 4.8925595e-05
7,038 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 4.8546906e-05
7,045 Processing Star Queries on Hierarchically-Clustered Fact Tables 2002 VLDB 4.8528709e-05
7,212 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 4.7989929e-05
7,214 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 4.7988365e-05
7,217 Myriad: Scalable and Expressive Data Generation 2012 VLDB 4.7983955e-05
7,324 Compliant Geo-distributed Query Processing 2021 SIGMOD 4.762032e-05
7,400 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 4.7397846e-05
7,653 CORDS: Automatic Generation of Correlation Statistics in DB2 2004 VLDB 4.6875371e-05
7,704 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 4.6733838e-05
7,882 Massively Parallel Data Analysis with PACTs on Nephele 2010 VLDB 4.6285796e-05
8,001 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 4.6092573e-05
8,018 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 4.6046381e-05
8,025 Just Move It! Dynamic Parameter Allocation in Action 2021 VLDB 4.6031105e-05
8,075 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5917655e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Steffen Zeuch 23 347 0.16162963
Tilmann Rabl 12 194 0.25571681
Jorge-Arnulfo Quiané-Ruiz 10 221 0.2307558
Sebastian Breß 10 576 0.10362429
Kaustubh Beedkar 9 918 0.072334804
Philipp Marian Grulich 8 1,103 0.06182845
Guy M. Lohman 7 93 0.39668882
Zoi Kaoudi 7 572 0.10388571
Bonaventura Del Monte 7 1,441 0.049229362
Peter J. Haas 6 80 0.42559681
Max Heimel 6 1,188 0.05763428
Varun Pandey 6 1,227 0.056041855
Zongchang (Jim) Chen 5 175 0.27324681
Sebastian Schelter 5 330 0.16914249
Asterios Katsifodimos 5 430 0.13219095
Chen Xu 5 1,321 0.052877536
Stephan Ewen 5 1,667 0.043249995
Martin Kiefer 5 1,951 0.038288898
Jonas Traub 5 2,103 0.036092981
Ankit Chaudhary 5 2,246 0.034139255
Haralampos Gavriilidis 5 2,320 0.033435664