Volker Markl

Q: What Schools Are Affiliated With Volker Markl

Volker Markl is affiliated with the following schools: IBM Research – Almaden, Technical University of Munich, Technical University of Berlin

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Volker Markl

Computer Science

#1342

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#1387

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Database

#3935

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Historical Rank

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Computer Science

Why Is Volker Markl Influential?

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According to Wikipedia, Volker Markl is a German computer scientist and database systems researcher. Career In 1999, Markl received his PhD in computer science under the direction of Rudolf Bayer at the Technical University of Munich. His doctoral research led to the development of the UB-Tree. From 1997 to 2000, he was research group leader at FORWISS, the Bavarian research center for knowledge-based systems. From 2001 to 2008, he was project leader at the IBM Almaden Research Center, Silicon Valley. Since 2008, he has been full professor and Chair of the Database Systems and Information Management Group at the Technical University of Berlin. Since 2014, he is head of the Intelligent Analytics for Massive Data Research Department at the German Research Centre for Artificial Intelligence , Berlin. From 2014 to 2020, he was director of the Berlin Big Data Center . From 2018 to 2020, he was co-director of the Berlin Machine Learning Center . Together with Klaus-Robert Müller he became director of the new Berlin Institute for the Foundations of Learning and Data , after both BBDC and the BZML merged into BIFOLD in 2020.

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Volker Markl's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Big Data (2014) (1805)
Apache Flink™: Stream and Batch Processing in a Single Engine (2015) (1286)
The Stratosphere platform for big data analytics (2014) (482)
LEO - DB2's LEarning Optimizer (2001) (392)
CORDS: automatic discovery of correlations and soft functional dependencies (2004) (338)
Nephele/PACTs: a programming model and execution framework for web-scale analytical processing (2010) (323)
Queuing Systems (2018) (308)
Robust query processing through progressive optimization (2004) (251)
Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding (2019) (219)
Integrating the UB-Tree into a Database System Kernel (2000) (176)
Spinning Fast Iterative Data Flows (2012) (173)
Hardware-Oblivious Parallelism for In-Memory Column-Stores (2013) (145)
The Beckman Report on Database Research (2014) (129)
LEO: An autonomic query optimizer for DB2 (2003) (120)
Damia: data mashups for intranet applications (2008) (114)
DAMIA - A Data Mashup Fabric for Intranet Applications (2007) (107)
Benchmarking Distributed Stream Data Processing Systems (2019) (106)
ISOMER: Consistent Histogram Construction Using Query Feedback (2006) (105)
Benchmarking in the Cloud: What It Should, Can, and Cannot Be (2012) (102)
Improving OLAP performance by multidimensional hierarchical clustering (1999) (86)
M4: A Visualization-Oriented Time Series Data Aggregation (2014) (82)
Analyzing Efficient Stream Processing on Modern Hardware (2019) (80)
Consistent selectivity estimation via maximum entropy (2007) (75)
Mistral - Processing Relational Queries using a Multidimensional Access Technique (1999) (71)
A survey of state management in big data processing systems (2017) (67)
Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation (2015) (65)
Pipelined Query Processing in Coprocessor Environments (2018) (64)
An Approach to Optimize Data Processing in Business Processes (2007) (63)
Cutty: Aggregate Sharing for User-Defined Windows (2016) (61)
"All roads lead to Rome": optimistic recovery for distributed iterative data processing (2013) (60)
Semantification of Identifiers in Mathematics for Better Math Information Retrieval (2016) (60)
Consistently Estimating the Selectivity of Conjuncts of Predicates (2005) (59)
Massively parallel data analysis with PACTs on Nephele (2010) (59)
Scalable similarity-based neighborhood methods with MapReduce (2012) (57)
Big Data Analytics on Modern Hardware Architectures: A Technology Survey (2012) (57)
Situational Business Intelligence (2008) (56)
Automated Statistics Collection in DB2 UDB (2004) (55)
The Seattle Report on Database Research (2020) (54)
Distributed matrix factorization with mapreduce using a series of broadcast-joins (2013) (54)
Benchmarking Distributed Stream Processing Engines (2018) (51)
Implicit Parallelism through Deep Language Embedding (2016) (51)
Breaking the Chains: On Declarative Data Analysis and Data Independence in the Big Data Era (2014) (49)
Adaptively Reordering Joins during Query Execution (2007) (49)
Generating custom code for efficient query execution on heterogeneous processors (2017) (49)
Parallelizing query optimization (2008) (48)
Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models (2017) (46)
MapReduce and PACT - Comparing Data Parallel Programming Models (2011) (46)
The Beckman report on database research (2016) (41)
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects (2020) (40)
The NebulaStream Platform for Data and Application Management in the Internet of Things (2019) (39)
Efficient Window Aggregation with General Stream Slicing (2019) (39)
Processing Star Queries on Hierarchically-Clustered Fact Tables (2002) (39)
VDDA: automatic visualization-driven data aggregation in relational databases (2016) (38)
Bridging the gap: towards optimization across linear and relational algebra (2016) (38)
Evaluating link-based recommendations for Wikipedia (2016) (37)
An Intermediate Representation for Optimizing Machine Learning Pipelines (2019) (36)
Iterative parallel data processing with stratosphere: an inside look (2013) (36)
A First Step Towards GPU-assisted Query Optimization (2012) (36)
BigEarthNet-MM: A Large-Scale, Multimodal, Multilabel Benchmark Archive for Remote Sensing Image Classification and Retrieval [Software and Data Sets] (2021) (34)
Issues in big data testing and benchmarking (2013) (34)
Scotty: Efficient Window Aggregation for Out-of-Order Stream Processing (2018) (33)
Big Data (2014) (32)
Challenges of Mathematical Information Retrievalin the NTCIR-11 Math Wikipedia Task (2015) (31)
Optimized on-demand data streaming from sensor nodes (2017) (30)
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines (2020) (30)
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation (2020) (29)
Peeking into the optimization of data flow programs with MapReduce-style UDFs (2013) (29)
The Operator Variant Selection Problem on Heterogeneous Hardware (2015) (28)
Progressive optimization in a shared-nothing parallel database (2007) (27)
The UB-Tree: Performance of Multidimensional Range Queries (1998) (27)
Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware (2014) (26)
Processing relational OLAP queries with UB-Trees and multidimensional hierarchical clustering (2000) (25)
Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey (2009) (25)
I2: Interactive Real-Time Visualization for Streaming Data (2017) (25)
Databases and Web 2.0 panel at VLDB 2007 (2008) (24)
Proceedings of the 11th international conference on Extending database technology: Advances in database technology (2008) (23)
Collecting and Maintaining Just-in-Time Statistics (2007) (23)
Benchmarking Data Flow Systems for Scalable Machine Learning (2017) (22)
POP/FED: progressive query optimization for federated queries in DB2 (2006) (22)
Optimistic Recovery for Iterative Dataflows in Action (2015) (22)
Interval processing with the UB-Tree (2002) (21)
Myriad: Scalable and Expressive Data Generation (2012) (21)
Large-scale social-media analytics on stratosphere (2013) (21)
Processing operations with restrictions in RDBMS without external sorting: the Tetris algorithm (1999) (20)
Efficient sample generation for scalable meta learning (2015) (20)
BlockJoin: Efficient Matrix Partitioning Through Joins (2017) (20)
AStream: Ad-hoc Shared Stream Processing (2019) (18)
Optimizing Machine Learning Workloads in Collaborative Environments (2020) (18)
Implicit Parallelism through Deep Language Embedding (2015) (17)
Proceedings of the 15th International Conference on Extending Database Technology (2010) (17)
Comparison of Distributed Data-Parallelization Patterns for Big Data Analysis : A Bioinformatics Case Study (2013) (17)
PolyBench: The First Benchmark for Polystores (2018) (17)
Making Learned Query Optimization Practical (2022) (17)
Evaluation of Similarity-Measure Factors for Formulae Based on the NTCIR-11 Math Task (2014) (16)
Continuous Deployment of Machine Learning Pipelines (2019) (16)
Learning table access cardinalities with LEO (2002) (16)
Efficient fault-tolerance for iterative graph processing on distributed dataflow systems (2016) (16)
Big Data (2014) (16)
Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision] (2020) (16)
A survey of adaptive sampling and filtering algorithms for the internet of things (2020) (16)
Representations and Optimizations for Embedded Parallel Dataflow Languages (2019) (14)
Large-Scale Data Stream Processing Systems (2017) (14)
CORDS: Automatic Generation of Correlation Statistics in DB2 (2004) (14)
A learning optimizer for a federated database management system (2005) (14)
Disco: Efficient Distributed Window Aggregation (2020) (13)
On Fault Tolerance for Distributed Iterative Dataflow Processing (2017) (13)
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing (2018) (13)
Autonomic features of the IBM DB2 universal database for linux, UNIX, and windows (2006) (13)
Detecting Attribute Dependencies from Query Feedback (2007) (13)
Querying Large Collections of Mathematical Publications: NTCIR10 Math Task (2013) (13)
Progressive Query Optimization for Federated Queries (2006) (13)
Faster Visual Analytics through Pixel-Perfect Aggregation (2014) (13)
Bulk loading a data warehouse built upon a UB-Tree (2000) (12)
Applying Stratosphere for Big Data Analytics (2013) (12)
Dynamic parameter allocation in parameter servers (2020) (12)
SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments (2015) (12)
Making DB2Products Self-Managing: Strategies and Experiences (2006) (12)
Combining hierarchy encoding and pre-grouping: intelligent grouping in star join processing (2003) (12)
Emma in Action: Declarative Dataflows for Scalable Data Analysis (2016) (11)
Asymmetry in Large-Scale Graph Analysis, Explained (2014) (11)
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data (2019) (11)
IMPROVING MULTIDIMENSIONAL RANGE QUERIES OF NON RECTANGULAR VOLUMES SPECIFIED BY A QUERY BOX SET (1999) (11)
JEDI: Joint Entity and Relation Detection using Type Inference (2016) (11)
Continuous Training and Deployment of Deep Learning Models (2021) (10)
Demand-based sensor data gathering with multi-query optimization (2020) (9)
ExDRa: Exploratory Data Science on Federated Raw Data (2021) (9)
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms (2017) (9)
Impliance: A Next Generation Information Management Appliance (2006) (9)
Efficient and Scalable k‑Means on GPUs (2018) (9)
Demonstrating efficient query processing in heterogeneous environments (2014) (9)
AJoin: Ad-hoc Stream Joins at Scale (2019) (9)
Automatic relationship discovery in self-managing database systems (2004) (8)
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs (2019) (8)
Compliant Geo-distributed Query Processing (2021) (8)
Tractor pulling on data warehouses (2011) (8)
Agora (2021) (8)
Efficient SIMD Vectorization for Hashing in OpenCL (2018) (8)
The Power of Nested Parallelism in Big Data Processing Hitting Three Flies with One Slap (2021) (8)
The Case for Distance-Bounded Spatial Approximations (2020) (7)
ScootR: Scaling R Dataframes on Dataflow Systems (2018) (7)
Automating Data Quality Validation for Dynamic Data Ingestion (2021) (7)
10381 Summary and Abstracts Collection - Robust Query Processing (2010) (7)
Cost-Based Predictive Spatiotemporal Join (2009) (7)
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance (2021) (7)
Distributed Graph Analytics with Datalog Queries in Flink (2020) (7)
The Tetris-Algorithm for Sorted Reading from UB-Tree (1998) (7)
Resense: Transparent Record and Replay of Sensor Data in the Internet of Things (2019) (6)
Interactive ROLAP on large datasets: a case study with UB-trees (2001) (6)
Babelfish: Efficient Execution of Polyglot Queries (2021) (6)
Progressive Optimization in Action (2004) (6)
On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines (2019) (6)
Generating Reproducible Out-of-Order Data Streams (2019) (6)
Rethinking Stateful Stream Processing with RDMA (2022) (6)
Handling Iterations in Distributed Dataflow Systems (2021) (6)
Apache Flink in current research (2016) (6)
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems (2021) (6)
Ad-Hoc Queries over Document Collections - A Case Study (2009) (6)
Data Mashups for Situational Applications (2008) (5)
An inside analysis of a genetic-programming based optimizer (2006) (5)
MAXENT: consistent cardinality estimation in action (2006) (5)
Scotch: Generating FPGA-Accelerators for Sketching at Line Rate (2020) (5)
Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems (2017) (5)
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows (2018) (5)
Babelfish (2021) (5)
A Comparison of Distributed Stream Processing Systems for Time Series Analysis (2019) (5)
Parallelizing Intra-Window Join on Multicores: An Experimental Study (2021) (5)
Time Series Similarity Search for Streaming Data in Distributed Systems (2019) (5)
Efficient k-means on GPUs (2018) (5)
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence (2019) (5)
In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All (2021) (5)
Handling of Uncertainty and Temporal Indeterminacy for What-if Analysis (2010) (4)
Scaling a Public Transport Monitoring System to Internet of Things Infrastructures (2020) (4)
The Collaborative Research Center FONDA (2021) (4)
Integrating a Maximum-Entropy Cardinality Estimator into DB2 UDB (2006) (4)
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access (2021) (4)
An Energy-Efficient Stream Join for the Internet of Things (2021) (4)
Query Processing on Heterogeneous CPU/GPU Systems (2022) (4)
Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine (2014) (4)
Expand your Training Limits! Generating Training Data for ML-based Data Management (2021) (4)
Particulate Matter Matters—The Data Science Challenge @ BTW 2019 (2019) (4)
Governor: Operator Placement for a Unified Fog-Cloud Environment (2020) (4)
Myriad: parallel data generation on shared-nothing architectures (2011) (4)
Special issue on best papers of VLDB 2015 (2017) (3)
Challenges and Trends in Information Management (2006) (3)
Efficiently Storing and Analyzing Genome Data in Database Systems (2017) (3)
The Transbase Hypercube RDBMS: Multidimensional Indexing of Relational Tables (2001) (3)
ReoptSMART: A Learning Query Plan Cache (2008) (3)
Information Management in the Cloud (Dagstuhl Seminar 11321) (2011) (3)
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence (2019) (3)
Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing (2021) (3)
Mosaics in Big Data: Stratosphere, Apache Flink, and Beyond (2018) (3)
Integrating Query-Feedback Based Statistics into Informix Dynamic Server (2007) (3)
Exploitation of pre-sortedness for sorting in query processing: the TempTris-algorithm for UB-trees (2001) (3)
Automated statistics collection in action (2005) (3)
Mosaics: Stratosphere, Flink and Beyond (2017) (3)
Muses: Distributed Data Migration System for Polystores (2019) (3)
Compliant Geo-distributed Data Processing in Action (2021) (3)
A Bayesian Approach to Estimating the Selectivity of Conjunctive Predicates (2009) (3)
Analyzing the Genetic Operations of an Evolutionary Query Optimizer (2006) (2)
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems (2019) (2)
Benchmarking Distributed Data Processing Systems for Machine Learning Workloads (2018) (2)
The Seattle report on database research (2022) (2)
End-to-End Benchmarking of Deep Learning Platforms (2019) (2)
Transbase: a Leading-edge ROLAP Engine Supporting Multidimensional Indexing and Hierarchy Clustering (2003) (2)
Interactive Visualization of HighVelocity Event Streams (2012) (2)
A cost function for uniformly partitioned UB-trees (2000) (2)
Demonstrating Transfer-Efficient Sample Maintenance on Graphics Cards (2015) (2)
Just Move It! Dynamic Parameter Allocation in Action (2021) (2)
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects (2022) (2)
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning (2022) (2)
Efficient Storage and Analysis of Genome Data in Databases (2017) (2)
Agora: A Unified Asset Ecosystem Going Beyond Marketplaces and Cloud Services. (2019) (2)
Scotch (2020) (2)
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments (2021) (2)
Fast datalog evaluation for batch and stream graph processing (2022) (2)
Monitoring of Stream Processing Engines Beyond the Cloud: An Overview (2021) (2)
Towards Resilient Data Management for the Internet of Moving Things (2021) (2)
Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs) (2017) (2)
Variable UB-Trees : An efficient way to accelerate OLAP queries 1 (1999) (2)
Hybrid Evaluation for Distributed Iterative Matrix Computation (2021) (2)
Query Processing (in Relational Databases) (2009) (2)
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization (2023) (1)
HyMAC: A Hybrid Matrix Computation System (2021) (1)
Correlation Support for Risk Evaluation in Databases (2012) (1)
Progressive Recovery of Correlated Failures in Distributed Stream Processing Engines (2017) (1)
Farming Your ML-based Query Optimizer's Food (2022) (1)
Multi-Dimensional Genomic Data Management for Region-Preserving Operations (2019) (1)
A Survey on Transactional Stream Processing (2022) (1)
Operators for Analyzing and Modifying Probabilistic Data - A Question of Efficiency (2011) (1)
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems (2022) (1)
08421 Abstracts Collection - Uncertainty Management in Information Systems (2008) (1)
Satellite Image Search in AgoraEO (2022) (1)
Data Errors: Symptoms, Causes and Origins (2022) (1)
Fault-Tolerance for Distributed Iterative Dataflows in Action (2018) (1)
Security Framework for Distributed Data Processing (2016) (1)
HINTA: A Linearization Algorithm for Physical Clustering of Complex OLAP Hierarchies (2001) (1)
Sharing hash codes for multiple purposes (2016) (1)
AJoin (2019) (1)
Security framework for distributed data processinge (2016) (1)
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation - (2022) (1)
Optimization of Massively Parallel Data Flows (2014) (1)
Explanation of Air Pollution Using External Data Sources (2019) (1)
The Berlin Big Data Center (BBDC) (2018) (1)
PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization (2017) (1)
Ad-hoc Quer ies over Document Collections-a Case Study ( incomplete workshop discussion draft ) (2009) (0)
Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes (2021) (0)
A distributed data exchange engine for polystores (2020) (0)
Space-Efficient Random Walks on Streaming Graphs (2022) (0)
Optimistic Data Parallelism for FPGA-Accelerated Sketching (2023) (0)
Management of Imprecise , Incomplete and Uncertain Metric Data (2009) (0)
Big Data Platforms for Data Analytics (2018) (0)
Query Rewriting Using Views (2009) (0)
Working Group: Explanation. (2009) (0)
Challenges and Opportunities in Big Data Generation (2014) (0)
Data Management Systems Research at TU Berlin (2019) (0)
Workload Prediction for IoT Data Management Systems (2023) (0)
Dagstuhl Seminar on Robust Query Processing - Summary and Abstracts Collection (2011) (0)
VDDA: automatic visualization-driven data aggregation in relational databases (2015) (0)
Good Intentions: Adaptive Parameter Servers via Intent Signaling (2022) (0)
AdCom: Adaptive Combiner for Streaming Aggregations (2021) (0)
ReoptSMART : A Learning Query Plan Cache Columbia University Computer Science Technical Report cucs-023-08 (0)
Navigating Compliance with Data Transfers in Federated Data Processing (2022) (0)
Special issue: best papers of VLDB 2009 (2011) (0)
Uncertainty Management in Information Systems : Executive Summary by the Organizers (2009) (0)
08421 Executive Summary - Uncertainty Management in Information Systems (2009) (0)
Towards a Modular Data Management System Framework (2022) (0)
DORIAN in action (2022) (0)
Big Data Management Innovation potential analysis for the new technologies for managing and analyzing large amounts of data Executive Summary (2014) (0)
Special issue: best papers of VLDB 2008 (2010) (0)
Breaking the Chains: On Declarative Analysis and Independence in the Big Data Era (2014) (0)
Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management: 08421 Working Group: (2009) (0)
Efficient and Scalable k‑Means on GPUs (2018) (0)
Physical Data Modeling for Multidimensional Access Methods (1999) (0)
DORIAN in action: Assisted Design of Data Science Pipelines (2022) (0)
Incremental Stream Query Merging (2023) (0)
Composite Key Generation on a Shared-Nothing Architecture (2014) (0)
Chapter 7: Query Optimization Volcano/cascades (2016) (0)
EDBT 2008, 11th International Conference on Extending Database Technology, Nantes, France, March 25-29, 2008, Proceedings (2008) (0)
Erratum to: Special issue on best papers of VLDB 2015 (2017) (0)
Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Venice, Italy, March 21–24, 2017 : proceedings (2017) (0)
The Stratosphere platform for big data analytics (2014) (0)
Sharing hash codes for multiple purposes (2018) (0)
Efficient Specialized Spreadsheet Parsing for Data Science (2022) (0)
Stability notions in synthetic graph generation: a preliminary study (2017) (0)
Survey of window types for aggregation in stream processing systems (2023) (0)
Special issue on best papers of VLDB 2015 (2016) (0)
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems (2022) (0)
Information Management in the Cloud - Parallel Dataflow Programming Beyond Map/Reduce (2011) (0)
Fast datalog evaluation for batch and stream graph processing (2022) (0)
SheetReader: Efficient specialized spreadsheet parsing (2023) (0)
Towards Unsupervised Data Quality Validation on Dynamic Data (2020) (0)
Scotty (2021) (0)
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse (2017) (0)
Good Intentions: Adaptive Parameter Management via Intent Signaling (2022) (0)
Performance Analysis and Automatic Tuning ofHash Aggregation on GPUs (2019) (0)
Erratum to: Special issue on best papers of VLDB 2015 (2017) (0)
Efficiently Storing and Analyzing Genome Data in Database Systems (2017) (0)
Stratosphere: Informationsmanagement "above the Clouds" (2010) (0)
VLDB Endowment Board of Trustees (2007) (0)
Report of the Probabilistic Databases Benchmarking: 08421 Working Group: (2009) (0)
Replicate or Relocate? Non-Uniform Access in Parameter Servers (2021) (0)
Big data on a few pixels (2016) (0)
Session details: Industrial session 4: advances in query optimization (2009) (0)
In-Place Updates in Tree-Encoded Bitmaps (2022) (0)
Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data (2018) (0)
Materialization and Reuse Optimizations for Production Data Science Pipelines (2022) (0)
Reminiscences on influential papers (2004) (0)
Streaming Data through the IoT via Actor-Based Semantic Routing Trees (2021) (0)
Continuous Deployment ofMachine Learning Pipelines (2018) (0)
A survey of state management in big data processing systems (2018) (0)
Database Systems and Information Management: Trends and a Vision (2021) (0)
Imperative or Functional Control Flow Handling (2022) (0)
STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion (2017) (0)
Cloudy skies for data management (2010) (0)
An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age (2019) (0)
Generating custom code for efficient query execution on heterogeneous processors (2018) (0)
A 015-1-Improving OLAP Performance by Multidimensional Hier archical Clustering (2011) (0)
Towards Streamlined Big Data Analytics (2016) (0)

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What Schools Are Affiliated With Volker Markl?

Volker Markl is affiliated with the following schools: