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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
0.72635334
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 0.00034099838
160 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 80 0.00027827605
471 Robust Query Processing through Progressive Optimization 2004 SIGMOD 65 0.00017744392
857 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 48 0.00013422539
1,500 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 23 0.00010460169
1,509 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 32 0.00010436933
1,534 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 40 0.00010327147
1,931 Consistently Estimating the Selectivity of Conjuncts of Predicates 2005 VLDB 14 9.3511556e-05
2,199 Integrating the UB-Tree into a Database System Kernel 2000 VLDB 12 8.8732148e-05
2,217 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 26 8.8151982e-05
2,228 Spinning Fast Iterative Data Flows 2012 VLDB 16 8.7996087e-05
2,266 An Intermediate Representation for Optimizing Machine Learning Pipelines 2019 VLDB 21 8.7248802e-05
2,287 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 33 8.691301e-05
2,753 Implicit Parallelism through Deep Language Embedding 2015 SIGMOD 16 8.0513412e-05
3,628 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 20 7.1490678e-05
3,721 Damia: Data Mashups for Intranet Applications 2008 SIGMOD 7 7.0684772e-05
3,777 Parallelizing Query Optimization 2008 VLDB 12 7.0240115e-05
3,923 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 22 6.919667e-05
3,996 An Approach to Optimize Data Processing in Business Processes 2007 VLDB 6 6.8633275e-05
4,110 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 14 6.797656e-05
4,615 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7 6.4985947e-05
4,660 Automated Statistics Collection in DB2 UDB 2004 VLDB 14 6.4794337e-05
5,135 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 8 6.2568126e-05
5,234 Babelfish: Efficient Execution of Polyglot Queries 2022 VLDB 13 6.2159562e-05
5,349 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 23 6.1679453e-05
5,635 NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access 2022 SIGMOD 5 6.0549984e-05
5,777 POP/FED: Progressive Query Optimization for Federated Queries in DB2 2006 VLDB 7 5.9953732e-05
5,794 Optimizing Machine Learning Workloads in Collaborative Environments 2020 SIGMOD 11 5.9906542e-05
6,141 Expand your Training Limits! Generating Training Data for ML-based Data Management 2021 SIGMOD 9 5.8708409e-05
6,222 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5 5.8446676e-05
6,444 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 18 5.7807677e-05
6,601 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 9 5.737728e-05
6,644 Dynamic Parameter Allocation in Parameter Servers 2020 VLDB 7 5.7224864e-05
6,688 Impliance: A Next Generation Information Management Appliance 2007 CIDR 2 5.7060345e-05
6,738 What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments 2022 VLDB 3 5.6912817e-05
6,937 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 4 5.6374298e-05
7,257 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5 5.5699201e-05
7,287 Processing Star Queries on Hierarchically-Clustered Fact Tables 2002 VLDB 3 5.5636487e-05
7,376 NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications 2025 SIGMOD 2 5.5381227e-05
7,401 Myriad: Scalable and Expressive Data Generation 2012 VLDB 2 5.5338134e-05
7,407 Compliant Geo-distributed Query Processing 2021 SIGMOD 7 5.5330861e-05
7,408 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 3 5.5328449e-05
7,413 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 7 5.5316834e-05
7,653 Disclosure-Compliant Query Answering 2024 SIGMOD 2 5.4746904e-05
7,843 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 7 5.4406331e-05
7,968 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 7 5.4139853e-05
7,980 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5 5.4120499e-05
8,008 Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation 2024 VLDB 2 5.406553e-05
8,019 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 6 5.4045347e-05
8,180 CORDS: Automatic Generation of Correlation Statistics in DB2 2004 VLDB 2 5.3814848e-05
8,192 Progressive Optimization in a Shared-Nothing Parallel Database 2007 SIGMOD 4 5.379021e-05
8,294 Learning Table Access Cardinalities with LEO 2002 SIGMOD 3 5.3590057e-05
8,316 DORIAN in action: Assisted Design of Data Science Pipelines 2022 VLDB 3 5.3556589e-05
8,368 Massively Parallel Data Analysis with PACTs on Nephele 2010 VLDB 1 5.3439723e-05
8,495 Just Move It! Dynamic Parameter Allocation in Action 2021 VLDB 2 5.3292461e-05
8,522 Optimistic Data Parallelism for FPGA-Accelerated Sketching 2023 VLDB 3 5.3225121e-05
8,782 The Case for Distance-Bounded Spatial Approximations 2021 CIDR 2 5.2777289e-05
9,033 Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search 2024 VLDB 6 5.2322216e-05
9,042 The Power of Nested Parallelism in Big Data Processing – Hitting Three Flies with One Slap – 2021 SIGMOD 4 5.2310219e-05
9,047 Scotch: Generating FPGA-Accelerators for Sketching at Line Rate 2021 VLDB 3 5.2306775e-05
9,275 Damia – A Data Mashup Fabric for Intranet Applications 2007 VLDB 1 5.2032182e-05
9,483 Query Compilation Without Regrets 2024 SIGMOD 4 5.1686727e-05
9,539 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 3 5.1628811e-05
9,541 Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation - 2022 CIDR 2 5.1612414e-05
9,807 Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework 2025 SIGMOD 2 5.1233734e-05
9,829 BlockJoin: Efficient Matrix Partitioning Through Joins 2017 VLDB 2 5.1230568e-05
9,831 Optimistic Recovery for Iterative Dataflows in Action 2015 SIGMOD 2 5.1230071e-05
9,852 Detecting Attribute Dependencies from Query Feedback 2007 VLDB 1 5.1189247e-05
9,941 Faster Visual Analytics through Pixel-Perfect Aggregation 2014 VLDB 1 5.1055446e-05
9,994 Breaking the Chains: On Declarative Data Analysis and Data Independence in the Big Data Era 2014 VLDB 1 5.0982945e-05
10,196 Towards Unifying Query Interpretation and Compilation 2023 CIDR 3 5.0609527e-05
10,312 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 3 5.0376863e-05
10,783 Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum 2026 VLDB 1 4.9769913e-05
10,826 FedAugment: Table Augmentation Search over Decentralized Data Repositories 2026 VLDB 0 4.9769913e-05
10,855 Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things 2026 VLDB 0 4.9769913e-05
11,048 Return to the Boston Area After 50+ Years: What can we learn from VLDB 1975? 2026 VLDB 0 4.9769913e-05
11,161 Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action 2025 SIGMOD 2 4.9769913e-05
11,284 Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing 2025 VLDB 0 4.9769913e-05
11,403 Enter the Warp: Fast and Adaptive Data Transfer with XDBC 2025 VLDB 0 4.9769913e-05
11,442 Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs 2025 VLDB 0 4.9769913e-05
11,527 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 2 4.9769913e-05
11,631 Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches 2024 VLDB 0 4.9769913e-05
11,756 Cracking-Like Join for Trusted Execution Environments 2023 VLDB 0 4.9769913e-05
11,809 XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes 2023 VLDB 1 4.9769913e-05
11,982 Hybrid Evaluation for Distributed Iterative Matrix Computation 2021 SIGMOD 1 4.9769913e-05
12,011 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 0 4.9769913e-05
12,019 HyMAC: A Hybrid Matrix Computation System 2021 VLDB 0 4.9769913e-05
12,032 Compliant Geo-distributed Data Processing in Action 2021 VLDB 1 4.9769913e-05
12,106 Demand-based Sensor Data Gathering with Multi-Query Optimization 2020 VLDB 0 4.9769913e-05
12,342 Emma in Action: Declarative Dataflows for Scalable Data Analysis 2016 SIGMOD 1 4.9769913e-05
12,534 Iterative Parallel Data Processing with Stratosphere: An Inside Look 2013 SIGMOD 0 4.9769913e-05
13,599 Demonstrating EarthLake: A Model Lake System for Earth Observation Foundation Model Management 2026 VLDB 0 -
13,636 Mobility Stream Processing on NebulaStream and MEOS 2025 SIGMOD 0 -
13,744 Satellite Image Search in AgoraEO 2022 VLDB 0 -
13,841 Fault-Tolerance for Distributed Iterative Dataflows in Action 2018 VLDB 0 -
14,139 MAXENT: Consistent Cardinality Estimation in Action 2006 SIGMOD 0 -
14,173 Automated Statistics Collection in Action 2005 SIGMOD 0 -
14,218 Progressive Optimization in Action 2004 VLDB 1 -

Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Steffen Zeuch 23 352 0.17474128
Tilmann Rabl 12 180 0.28838135
Jorge-Arnulfo Quiané-Ruiz 11 216 0.24897757
Sebastian Breß 10 597 0.11090814
Kaustubh Beedkar 9 918 0.078655114
Philipp Marian Grulich 8 1,106 0.066896295
Peter J. Haas 7 93 0.40878602
Guy M. Lohman 7 120 0.36650106
Zoi Kaoudi 7 543 0.11858242
Bonaventura Del Monte 7 1,450 0.053131699
Matthias Boehm 6 263 0.21523467
Max Heimel 6 1,222 0.061483166
Varun Pandey 6 1,265 0.059387959
Haralampos Gavriilidis 6 2,317 0.036218626
Vijayshankar Raman 5 203 0.26005049
Sebastian Schelter 5 287 0.20065666
Asterios Katsifodimos 5 442 0.14211652
Chen Xu 5 924 0.078469861
Stephan Ewen 5 1,599 0.049022492
Martin Kiefer 5 1,979 0.041187736
Jonas Traub 5 2,135 0.038374054
Ankit Chaudhary 5 2,256 0.03680244