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Volker Markl

Author ID
o0009-0009-0964-026X
ORCID
0009-0009-0964-026X
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
Technical University of Berlin
Pagerank
0.72645947
Overall Rank
27 | 99.88%
Paper Count
98

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 98 publications.

Rank Title Year Venue Pagerank
98 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034106982
160 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00027837289
481 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00017603972
856 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013428547
1,500 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.0001046347
1,508 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 0.00010440205
1,533 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 0.00010332035
1,929 Consistently Estimating the Selectivity of Conjuncts of Predicates 2005 VLDB 9.3546057e-05
2,198 Integrating the UB-Tree into a Database System Kernel 2000 VLDB 8.8759215e-05
2,216 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 8.8177753e-05
2,227 Spinning Fast Iterative Data Flows 2012 VLDB 8.8021772e-05
2,264 An Intermediate Representation for Optimizing Machine Learning Pipelines 2019 VLDB 8.7289107e-05
2,284 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.6954168e-05
2,754 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.0534972e-05
3,626 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 7.1524537e-05
3,719 Damia: Data Mashups for Intranet Applications 2008 SIGMOD 7.0718249e-05
3,775 Parallelizing Query Optimization 2008 VLDB 7.0272615e-05
3,922 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.9229432e-05
3,995 An Approach to Optimize Data Processing in Business Processes 2007 VLDB 6.86657e-05
4,109 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.8008755e-05
4,613 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 6.5016725e-05
4,659 Automated Statistics Collection in DB2 UDB 2004 VLDB 6.4822228e-05
5,132 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 6.2597754e-05
5,230 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 6.2189001e-05
5,343 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 6.1708665e-05
5,633 NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access 2022 SIGMOD 6.0578661e-05
5,777 POP/FED: Progressive Query Optimization for Federated Queries in DB2 2006 VLDB 5.9981204e-05
5,792 Optimizing Machine Learning Workloads in Collaborative Environments 2020 SIGMOD 5.99349e-05
6,141 Expand your Training Limits! Generating Training Data for ML-based Data Management 2021 SIGMOD 5.8733296e-05
6,217 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5.8474357e-05
6,441 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.7834762e-05
6,599 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.7404438e-05
6,640 Dynamic Parameter Allocation in Parameter Servers 2020 VLDB 5.7251952e-05
6,683 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.7087013e-05
6,731 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 5.6939772e-05
6,935 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 5.6400985e-05
7,255 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5.5725581e-05
7,285 Processing Star Queries on Hierarchically-Clustered Fact Tables 2002 VLDB 5.5662445e-05
7,370 NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications 2025 SIGMOD 5.5407456e-05
7,398 Myriad: Scalable and Expressive Data Generation 2012 VLDB 5.5364343e-05
7,404 Compliant Geo-distributed Query Processing 2021 SIGMOD 5.5357067e-05
7,405 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 5.5354654e-05
7,410 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.5342768e-05
7,647 Disclosure-Compliant Query Answering 2024 SIGMOD 5.4772833e-05
7,839 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 5.4432099e-05
7,964 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 5.4165494e-05
7,976 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.4146123e-05
8,003 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 5.4091136e-05
8,014 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.4070928e-05
8,173 CORDS: Automatic Generation of Correlation Statistics in DB2 2004 VLDB 5.3840335e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Steffen Zeuch 23 352 0.17478254
Tilmann Rabl 12 180 0.28844409
Jorge-Arnulfo Quiané-Ruiz 11 216 0.24903396
Sebastian Breß 10 597 0.11093178
Kaustubh Beedkar 9 918 0.078673737
Philipp Marian Grulich 8 1,105 0.066912115
Peter J. Haas 7 92 0.40884779
Guy M. Lohman 7 120 0.36649999
Zoi Kaoudi 7 587 0.11155385
Bonaventura Del Monte 7 1,450 0.053144278
Matthias Boehm 6 264 0.21521427
Max Heimel 6 1,222 0.061494231
Varun Pandey 6 1,265 0.059401729
Haralampos Gavriilidis 6 2,316 0.036227202
Vijayshankar Raman 5 203 0.26001908
Sebastian Schelter 5 288 0.20065019
Asterios Katsifodimos 5 442 0.14214919
Chen Xu 5 924 0.078488441
Stephan Ewen 5 1,596 0.049033187
Martin Kiefer 5 1,977 0.04119582
Jonas Traub 5 2,134 0.03838312
Ankit Chaudhary 5 2,253 0.036811154