DBScholar

Back to authors

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
0.72529465
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 all 98 publications. Total citations include self and non-self citations.

Rank Title Year Venue Total Citations Pagerank
98 LEO - DB2's LEarning Optimizer 2001 VLDB 123 0.00034050614
160 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 80 0.00027775994
471 Robust Query Processing through Progressive Optimization 2004 SIGMOD 65 0.00017691682
850 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 49 0.00013450864
1,504 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 23 0.00010425951
1,511 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 32 0.00010408003
1,530 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 40 0.00010318943
1,935 Consistently Estimating the Selectivity of Conjuncts of Predicates 2005 VLDB 14 9.3407959e-05
2,211 Integrating the UB-Tree into a Database System Kernel 2000 VLDB 12 8.8443254e-05
2,228 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 26 8.7912743e-05
2,240 Spinning Fast Iterative Data Flows 2012 VLDB 16 8.7716808e-05
2,278 An Intermediate Representation for Optimizing Machine Learning Pipelines 2019 VLDB 21 8.6993865e-05
2,294 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 33 8.67775e-05
2,758 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 16 8.0283838e-05
3,622 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 20 7.1350619e-05
3,727 Damia: Data Mashups for Intranet Applications 2008 SIGMOD 7 7.0451048e-05
3,785 Parallelizing Query Optimization 2008 VLDB 12 7.0012696e-05
3,939 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 22 6.8967981e-05
4,013 An Approach to Optimize Data Processing in Business Processes 2007 VLDB 6 6.8408682e-05
4,129 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 14 6.7751787e-05
4,633 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7 6.4771063e-05
4,672 Automated Statistics Collection in DB2 UDB 2004 VLDB 14 6.4593469e-05
5,147 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 8 6.2392014e-05
5,246 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 13 6.1985833e-05
5,363 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 23 6.1475521e-05
5,648 NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access 2022 SIGMOD 5 6.0350483e-05
5,782 POP/FED: Progressive Query Optimization for Federated Queries in DB2 2006 VLDB 7 5.9783002e-05
5,808 Optimizing Machine Learning Workloads in Collaborative Environments 2020 SIGMOD 11 5.9708628e-05
6,113 Expand your Training Limits! Generating Training Data for ML-based Data Management 2021 SIGMOD 9 5.8662826e-05
6,234 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5 5.825343e-05
6,456 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 18 5.7616575e-05
6,607 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 9 5.7187564e-05
6,655 Dynamic Parameter Allocation in Parameter Servers 2020 VLDB 7 5.7036819e-05
6,702 Impliance: A Next Generation Information Management Appliance 2007 CIDR 2 5.687616e-05
6,757 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 3 5.6724628e-05
6,957 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 4 5.6190979e-05
7,276 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5 5.5515025e-05
7,305 Processing Star Queries on Hierarchically-Clustered Fact Tables 2002 VLDB 3 5.545323e-05
7,395 NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications 2025 SIGMOD 2 5.5198102e-05
7,420 Myriad: Scalable and Expressive Data Generation 2012 VLDB 2 5.515517e-05
7,425 Compliant Geo-distributed Query Processing 2021 SIGMOD 7 5.5147937e-05
7,426 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 3 5.5145499e-05
7,432 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 7 5.5133928e-05
7,666 Disclosure-Compliant Query Answering 2024 SIGMOD 2 5.4565877e-05
7,860 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 7 5.422643e-05
7,985 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 7 5.3960833e-05
7,996 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5 5.3941543e-05
8,025 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 2 5.3886756e-05
8,035 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 6 5.3866645e-05
8,196 CORDS: Automatic Generation of Correlation Statistics in DB2 2004 VLDB 2 5.3637243e-05
8,208 Progressive Optimization in a Shared-Nothing Parallel Database 2007 SIGMOD 4 5.3612833e-05
8,309 Learning Table Access Cardinalities with LEO 2002 SIGMOD 3 5.3415206e-05
8,331 DORIAN in action: Assisted Design of Data Science Pipelines 2022 VLDB 3 5.3379498e-05
8,383 Massively Parallel Data Analysis with PACTs on Nephele 2010 VLDB 1 5.3263018e-05
8,511 Just Move It! Dynamic Parameter Allocation in Action 2021 VLDB 2 5.3116274e-05
8,538 Optimistic Data Parallelism for FPGA-Accelerated Sketching 2023 VLDB 3 5.3049126e-05
8,801 The Case for Distance-Bounded Spatial Approximations 2021 CIDR 2 5.2602775e-05
9,027 Scotch: Generating FPGA-Accelerators for Sketching at Line Rate 2021 VLDB 3 5.2200134e-05
9,048 The Power of Nested Parallelism in Big Data Processing – Hitting Three Flies with One Slap – 2021 SIGMOD 4 5.2155403e-05
9,054 Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search 2024 VLDB 6 5.2149206e-05
9,299 Damia – A Data Mashup Fabric for Intranet Applications 2007 VLDB 1 5.1860131e-05
9,486 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 3 5.1562396e-05
9,512 Query Compilation Without Regrets 2024 SIGMOD 4 5.1515819e-05
9,567 Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation - 2022 CIDR 2 5.1442061e-05
9,826 BlockJoin: Efficient Matrix Partitioning Through Joins 2017 VLDB 2 5.1083104e-05
9,840 Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework 2025 SIGMOD 2 5.1064323e-05
9,864 Optimistic Recovery for Iterative Dataflows in Action 2015 SIGMOD 2 5.1063146e-05
9,888 Detecting Attribute Dependencies from Query Feedback 2007 VLDB 1 5.1020175e-05
9,974 Faster Visual Analytics through Pixel-Perfect Aggregation 2014 VLDB 1 5.0886761e-05
10,029 Breaking the Chains: On Declarative Data Analysis and Data Independence in the Big Data Era 2014 VLDB 1 5.0814654e-05
10,228 Towards Unifying Query Interpretation and Compilation 2023 CIDR 3 5.0442181e-05
10,340 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 3 5.0210286e-05
10,844 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 1 4.9605343e-05
10,887 FedAugment: Table Augmentation Search over Decentralized Data Repositories 2026 VLDB 0 4.9605343e-05
10,916 Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things 2026 VLDB 0 4.9605343e-05
11,109 Return to the Boston Area After 50+ Years: What can we learn from VLDB 1975? 2026 VLDB 0 4.9605343e-05
11,220 Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action 2025 SIGMOD 2 4.9605343e-05
11,340 Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing 2025 VLDB 0 4.9605343e-05
11,456 Enter the Warp: Fast and Adaptive Data Transfer with XDBC 2025 VLDB 0 4.9605343e-05
11,494 Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs 2025 VLDB 0 4.9605343e-05
11,576 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 2 4.9605343e-05
11,678 Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches 2024 VLDB 0 4.9605343e-05
11,800 Cracking-Like Join for Trusted Execution Environments 2023 VLDB 0 4.9605343e-05
11,853 XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes 2023 VLDB 1 4.9605343e-05
12,026 Hybrid Evaluation for Distributed Iterative Matrix Computation 2021 SIGMOD 1 4.9605343e-05
12,055 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 0 4.9605343e-05
12,063 HyMAC: A Hybrid Matrix Computation System 2021 VLDB 0 4.9605343e-05
12,076 Compliant Geo-distributed Data Processing in Action 2021 VLDB 1 4.9605343e-05
12,150 Demand-based Sensor Data Gathering with Multi-Query Optimization 2020 VLDB 0 4.9605343e-05
12,385 Emma in Action: Declarative Dataflows for Scalable Data Analysis 2016 SIGMOD 1 4.9605343e-05
12,577 Iterative Parallel Data Processing with Stratosphere: An Inside Look 2013 SIGMOD 0 4.9605343e-05
13,640 Demonstrating EarthLake: A Model Lake System for Earth Observation Foundation Model Management 2026 VLDB 0 -
13,677 Mobility Stream Processing on NebulaStream and MEOS 2025 SIGMOD 0 -
13,784 Satellite Image Search in AgoraEO 2022 VLDB 0 -
13,881 Fault-Tolerance for Distributed Iterative Dataflows in Action 2018 VLDB 0 -
14,179 MAXENT: Consistent Cardinality Estimation in Action 2006 SIGMOD 0 -
14,213 Automated Statistics Collection in Action 2005 SIGMOD 0 -
14,258 Progressive Optimization in Action 2004 VLDB 1 -

Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Steffen Zeuch 23 353 0.1744684
Tilmann Rabl 12 180 0.28796797
Jorge-Arnulfo Quiané-Ruiz 11 217 0.24869338
Sebastian Breß 10 598 0.11076922
Kaustubh Beedkar 9 921 0.078524967
Philipp Marian Grulich 8 1,111 0.066787627
Peter J. Haas 7 93 0.40825209
Guy M. Lohman 7 120 0.36610864
Zoi Kaoudi 7 544 0.1183972
Bonaventura Del Monte 7 1,457 0.053043791
Matthias Boehm 6 264 0.21520069
Max Heimel 6 1,226 0.061420537
Varun Pandey 6 1,270 0.059290054
Haralampos Gavriilidis 6 2,325 0.036158697
Vijayshankar Raman 5 204 0.25975872
Sebastian Schelter 5 289 0.20051492
Asterios Katsifodimos 5 443 0.14188976
Chen Xu 5 925 0.078340192
Stephan Ewen 5 1,604 0.048944655
Martin Kiefer 5 1,985 0.041129697
Jonas Traub 5 2,142 0.038310569
Ankit Chaudhary 5 2,264 0.036741545