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Volker Markl

Author ID
379
ORCID
-
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
Technical University of Berlin
Pagerank
0.71769703
Overall Rank
26 | 99.88%
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
100 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034385207
159 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00028129426
492 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.0001756877
912 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013269804
1,472 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.00010668946
1,503 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 0.000105564
1,574 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 0.00010321274
1,936 Consistently Estimating the Selectivity of Conjuncts of Predicates 2005 VLDB 9.4557372e-05
2,155 Integrating the UB-Tree into a Database System Kernel 2000 VLDB 9.0713545e-05
2,196 Spinning Fast Iterative Data Flows 2012 VLDB 8.9704984e-05
2,203 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 8.9610447e-05
2,239 An Intermediate Representation for Optimizing Machine Learning Pipelines 2019 VLDB 8.8875753e-05
2,566 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.4116562e-05
2,717 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 8.2102313e-05
3,636 Damia: Data Mashups for Intranet Applications 2008 SIGMOD 7.2341246e-05
3,726 Parallelizing Query Optimization 2008 VLDB 7.1697834e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
3,913 An Approach to Optimize Data Processing in Business Processes 2007 VLDB 7.0230514e-05
4,279 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.7865878e-05
4,513 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 6.6509008e-05
4,535 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 6.6419266e-05
4,591 Automated Statistics Collection in DB2 UDB 2004 VLDB 6.614318e-05
5,092 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 6.3669454e-05
5,215 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 6.3124972e-05
5,301 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 6.2750553e-05
5,659 POP/FED: Progressive Query Optimization for Federated Queries in DB2 2006 VLDB 6.1311315e-05
5,699 Optimizing Machine Learning Workloads in Collaborative Environments 2020 SIGMOD 6.1170243e-05
6,022 NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access 2022 SIGMOD 6.0046123e-05
6,024 Expand your Training Limits! Generating Training Data for ML-based Data Management 2021 SIGMOD 6.0031118e-05
6,309 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5.9189554e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.8668582e-05
6,519 Dynamic Parameter Allocation in Parameter Servers 2020 VLDB 5.8536062e-05
6,570 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.8374374e-05
6,601 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 5.8246671e-05
6,825 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 5.7622696e-05
7,108 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5.7004611e-05
7,162 Processing Star Queries on Hierarchically-Clustered Fact Tables 2002 VLDB 5.6851725e-05
7,248 Myriad: Scalable and Expressive Data Generation 2012 VLDB 5.6635058e-05
7,255 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 5.662517e-05
7,258 Compliant Geo-distributed Query Processing 2021 SIGMOD 5.6614636e-05
7,503 Disclosure-Compliant Query Answering 2024 SIGMOD 5.6029996e-05
7,687 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 5.5671645e-05
7,814 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.5389009e-05
7,820 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 5.5373345e-05
7,844 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 5.5332653e-05
7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.5306709e-05
8,012 CORDS: Automatic Generation of Correlation Statistics in DB2 2004 VLDB 5.5073838e-05
8,064 Progressive Optimization in a Shared-Nothing Parallel Database 2007 SIGMOD 5.4949524e-05
8,125 Learning Table Access Cardinalities with LEO 2002 SIGMOD 5.4829273e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Steffen Zeuch 23 344 0.17539243
Tilmann Rabl 12 180 0.28279842
Jorge-Arnulfo Quiané-Ruiz 11 211 0.25139281
Sebastian Breß 10 584 0.11084608
Kaustubh Beedkar 9 905 0.079392129
Philipp Marian Grulich 8 1,081 0.067522016
Peter J. Haas 7 90 0.4126032
Guy M. Lohman 7 114 0.36919485
Zoi Kaoudi 7 568 0.11265181
Bonaventura Del Monte 7 1,416 0.05355421
Max Heimel 6 1,207 0.061545717
Varun Pandey 6 1,237 0.059968238
Vijayshankar Raman 5 198 0.26205036
Sebastian Schelter 5 314 0.18777978
Asterios Katsifodimos 5 434 0.14300805
Chen Xu 5 990 0.07224424
Stephan Ewen 5 1,560 0.049475239
Martin Kiefer 5 1,924 0.041573314
Jonas Traub 5 2,079 0.038808829
Ankit Chaudhary 5 2,200 0.037230548
Haralampos Gavriilidis 5 2,265 0.036597203