Dirk Habich

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 104

Top Venues

Dresden University of Technology (PHD)

Education History

Dresden University of Technology

PHD

Publications

Dirk Habich, Johannes Pietrzyk
SIMDified Data Processing - Foundations, Abstraction, and Advanced Techniques. SIGMOD Conference Companion (2024)
Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
Designing and Implementing a Generator Framework for a SIMD Abstraction Library. CoRR (2024)
Johannes Pietrzyk, Alexander Krause, Christian Faerber, Dirk Habich, Wolfgang Lehner
Program your (custom) SIMD instruction set on FPGA in C++. CIDR (2024)
Jerome Thiessat, Dirk Habich, Wolfgang Lehner
Steering the PostgreSQL query optimizer using hinting: State-Of-The-Art and open challenges. GvDB (2024)
Lucas Woltmann, Jerome Thiessat, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
FASTgres: Making Learned Query Optimizer Hinting Effective. Proc. VLDB Endow. 16 (11) (2023)
David Broneske, Dirk Habich
Second Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC). BTW (2023)
Rico Bergmann, Axel Hertzschuch, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
PostBOUND: PostgreSQL with Upper Bound SPJ Query Optimization. BTW (2023)
Johannes Fett, Christian Schwarz, Urs Kober, Dirk Habich, Wolfgang Lehner
Improving GPU Matrix Multiplication by Leveraging Bit Level Granularity and Compression. BTW (2023)
Dirk Habich, Alexander Krause, Johannes Pietrzyk, Christian Faerber, Wolfgang Lehner
Simplicity done right for SIMDified query processing on CPU and FPGA. SiMoD@SIGMOD (2023)
Jerome Thiessat, Lucas Woltmann, Claudio Hartmann, Dirk Habich
Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints. BTW (2023)
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
BOUNCE: memory-efficient SIMD approach for lightweight integer compression. Distributed Parallel Databases 41 (3) (2023)
Andreas Geyer, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner, Christian Färber, Thomas Willhalm
Near to Far: An Evaluation of Disaggregated Memory for In-Memory Data Processing. DIMES@SOSP (2023)
Andreas Geyer, Alexander Krause, Dirk Habich, Wolfgang Lehner
Pipeline Group Optimization on Disaggregated Systems. CIDR (2023)
Juliana Hildebrandt, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
Partition-based SIMD Processing and its Application to Columnar Database Systems. Datenbank-Spektrum 23 (1) (2023)
Andreas Geyer, Daniel Ritter, Dong Hun Lee, Minseon Ahn, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
Working with Disaggregated Systems. What are the Challenges and Opportunities of RDMA and CXL? BTW (2023)
Lucas Woltmann, Patrick Damme, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Learned Selection Strategy for Lightweight Integer Compression Algorithms. EDBT (2023)
Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR (2022)
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
BOUNCE: Memory-Efficient SIMD Approach for Lightweight Integer Compression. ICDE Workshops (2022)
Axel Hertzschuch, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections. Proc. VLDB Endow. 15 (11) (2022)
Dirk Habich, Johannes Pietrzyk, Alexander Krause, Juliana Hildebrandt, Wolfgang Lehner
To use or not to use the SIMD gather instruction? DaMoN (2022)
Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Aggregate-based Training Phase for ML-based Cardinality Estimation. Datenbank-Spektrum 22 (1) (2022)
Johannes Fett, Urs Kober, Christian Schwarz, Dirk Habich, Wolfgang Lehner
Accelerating Parallel Operation for Compacting Selected Elements on GPUs. J. Open Source Softw. 7 (75) (2022)
Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
To share or not to share vector registers? VLDB J. 31 (6) (2022)
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms. EDBT (2022)
Johannes Fett, Urs Kober, Christian Schwarz, Dirk Habich, Wolfgang Lehner
Accelerating Parallel Operation for Compacting Selected Elements on GPUs. Euro-Par (2022)
Axel Hertzschuch, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Simplicity Done Right for Join Ordering. CIDR (2021)
Johannes Fett, Annett Ungethüm, Dirk Habich, Wolfgang Lehner
The Case for SIMDified Analytical Query Processing on GPUs. DaMoN (2021)
Lucas Woltmann, Dominik Olwig, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation. Proc. VLDB Endow. 14 (12) (2021)
Mikhail Zarubin, Patrick Damme, Alexander Krause, Dirk Habich, Wolfgang Lehner
SIMD-MIMD cocktail in a hybrid memory glass: shaken, not stirred. SYSTOR (2021)
Johannes Fett, Annett Ungethüm, Dirk Habich, Wolfgang Lehner
Towards Porting Hardware-Oblivious Vectorized Query Operators to GPUs. GvDB (2021)
Annett Ungethüm, Lennart Schmidt, Johannes Pietrzyk, Dirk Habich, Wolfgang Lehner
Mastering the NEC Vector Engine Accelerator for Analytical Query Processing. ICDE Workshops (2021)
Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Aggregate-based Training Phase for ML-based Cardinality Estimation. BTW (2021)
Juliana Hildebrandt, André Berthold, Dirk Habich, Wolfgang Lehner
LCTL: Lightweight Compression Template Library. IEEE BigData (2021)
Florentin Dörre, Alexander Krause, Dirk Habich, Martin Junghanns
A GraphBLAS implementation in pure Java. GRADES-NDA@SIGMOD (2021)
Mikhail Zarubin, Thomas Kissinger, Dirk Habich, Thomas Willhalm, Wolfgang Lehner
Efficient compute node-local replication mechanisms for NVRAM-centric data structures. VLDB J. 29 (2-3) (2020)
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
Integrating Lightweight Compression Capabilities into Apache Arrow. DATA (2020)
Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Machine Learning-based Cardinality Estimation in DBMS on Pre-Aggregated Data. CoRR (2020)
Patrick Damme, Annett Ungethüm, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model. Proc. VLDB Endow. 13 (11) (2020)
Annett Ungethüm, Johannes Pietrzyk, Patrick Damme, Alexander Krause, Dirk Habich, Wolfgang Lehner, Erich Focht
Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores. CIDR (2020)
Alexander Krause, Dirk Habich, Wolfgang Lehner
Scalable In-Memory Graph Pattern Matching on Symmetric Multiprocessor Systems. SFDI/LSGDA@VLDB (2020)
Patrick Damme, Annett Ungethüm, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model. CoRR (2020)
Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
Best of both worlds: combining traditional and machine learning models for cardinality estimation. aiDM@SIGMOD (2020)
Mikhail Zarubin, Patrick Damme, Dirk Habich, Wolfgang Lehner
Polymorphic Compressed Replication of Columnar Data in Scale-Up Hybrid Memory Systems. SYSTOR (2020)
Johannes Pietrzyk, Dirk Habich, Wolfgang Lehner
To share or not to share vector registers? DaMoN (2020)
Patrick Damme, Annett Ungethüm, Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms. ACM Trans. Database Syst. 44 (3) (2019)
Alexander Krause, Annett Ungethüm, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
NeMeSys - Energy Adaptive Graph Pattern Matching on NUMA-based Multiprocessor Systems. BTW (2019)
Johannes Luong, Dirk Habich, Wolfgang Lehner
DataCalc: Ad-hoc Analyses on Heterogeneous Data Sources. IEEE BigData (2019)
Dirk Habich, Patrick Damme, Annett Ungethüm, Johannes Pietrzyk, Alexander Krause, Juliana Hildebrandt, Wolfgang Lehner
MorphStore - In-Memory Query Processing based on Morphing Compressed Intermediates LIVE. SIGMOD Conference (2019)
Alexander Krause, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
NeMeSys - A Showcase of Data Oriented Near Memory Graph Processing. SIGMOD Conference (2019)
Lucas Woltmann, Claudio Hartmann, Maik Thiele, Dirk Habich, Wolfgang Lehner
Cardinality estimation with local deep learning models. aiDM@SIGMOD (2019)
Johannes Pietrzyk, Dirk Habich, Patrick Damme, Wolfgang Lehner
First Investigations of the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for Database Systems. BTW (Workshops) (2019)
Alexander Krause, Frank Ebner, Dirk Habich, Wolfgang Lehner
Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor Systems. DATA (2019)
Nusrat Jahan Lisa, Tuan Duy Anh Nguyen, Dirk Habich, Akash Kumar, Wolfgang Lehner
High-Throughput BitPacking Compression. DSD (2019)
David Broneske, Dirk Habich
1st Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC). BTW (Workshops) (2019)
Claudio Hartmann, Franziska Ressel, Martin Hahmann, Dirk Habich, Wolfgang Lehner
CSAR: the cross-sectional autoregression model for short and long-range forecasting. Int. J. Data Sci. Anal. 8 (2) (2019)
Johannes Luong, Dirk Habich, Wolfgang Lehner
A Technical Perspective of DataCalc - Ad-hoc Analyses on Heterogeneous Data Sources. IEEE BigData (2019)
Mikhail Zarubin, Patrick Damme, Thomas Kissinger, Dirk Habich, Wolfgang Lehner, Thomas Willhalm
Integer Compression in NVRAM-centric Data Stores: Comparative Experimental Analysis to DRAM. DaMoN (2019)
Dirk Habich
MorphStore - From an Idea to a Novel In-Memory Column Store Database System. Grundlagen von Datenbanken (2019)
Johannes Pietrzyk, Annett Ungethüm, Dirk Habich, Wolfgang Lehner
Fighting the Duplicates in Hashing: Conflict Detection-aware Vectorization of Linear Probing BTW (2019)
Johannes Pietrzyk, Dirk Habich, Patrick Damme, Erich Focht, Wolfgang Lehner
Evaluating the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for In-Memory Database Systems. Datenbank-Spektrum 19 (3) (2019)
Dirk Habich, Till Kolditz, Juliana Hildebrandt, Wolfgang Lehner
Reliable In-Memory Data Management on Unreliable Hardware. DATA (2018)
Jerónimo Castrillón, Matthias Lieber, Sascha Klüppelholz, Marcus Völp, Nils Asmussen, Uwe Aßmann, Franz Baader, Christel Baier, Gerhard P. Fettweis, Jochen Fröhlich, Andrés Goens, Sebastian Haas, Dirk Habich, Hermann Härtig, Mattis Hasler, Immo Huismann, Tomas Karnagel, Sven Karol, Akash Kumar, Wolfgang Lehner, Linda Leuschner, Siqi Ling, Steffen Märcker, Christian Menard, Johannes Mey, Wolfgang E. Nagel, Benedikt Nöthen, Rafael Peñaloza, Michael Raitza, Jörg Stiller, Annett Ungethüm, Axel Voigt, Sascha Wunderlich
A Hardware/Software Stack for Heterogeneous Systems. IEEE Trans. Multi Scale Comput. Syst. 4 (3) (2018)
Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar, Wolfgang Lehner
Column Scan Optimization by Increasing Intra-Instruction Parallelism. DATA (2018)
Annett Ungethüm, Johannes Pietrzyk, Patrick Damme, Dirk Habich, Wolfgang Lehner
Conflict Detection-Based Run-Length Encoding - AVX-512 CD Instruction Set in Action. ICDE Workshops (2018)
Johannes Luong, Dirk Habich, Wolfgang Lehner
Design of a Portable Programming Abstraction for Data Transformations. DATA (2018)
Mikhail Zarubin, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
Efficient compute node-local replication mechanisms for NVRAM-centric data structures. DaMoN (2018)
Thomas Kissinger, Dirk Habich, Wolfgang Lehner
Adaptive Energy-Control for In-Memory Database Systems. SIGMOD Conference (2018)
Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Wolfgang Lehner, Tuan Duy Anh Nguyen, Akash Kumar
FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan. DATA (Revised Selected Papers) (2018)
Dirk Habich, Patrick Damme, Annett Ungethüm, Wolfgang Lehner
Make Larger Vector Register Sizes New Challenges?: Lessons Learned from the Area of Vectorized Lightweight Compression Algorithms. DBTest@SIGMOD (2018)
Thomas Kissinger, Marcus Hähnel, Till Smejkal, Dirk Habich, Hermann Härtig, Wolfgang Lehner
Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE. SIGMOD Conference (2018)
Johannes Pietrzyk, Annett Ungethüm, Dirk Habich, Wolfgang Lehner
Beyond Straightforward Vectorization of Lightweight Data Compression Algorithms for Larger Vector Sizes. Grundlagen von Datenbanken (2018)
Wolfgang Lehner, Dirk Habich, Till Kolditz
Teaching In-Memory Database Systems the Detection of Hardware Errors. ICDE (2018)
Wolfgang Lehner, Annett Ungethüm, Dirk Habich
Diversity of Processing Units - An Attempt to Classify the Plethora of Modern Processing Units. Datenbank-Spektrum 18 (1) (2018)
Till Kolditz, Dirk Habich, Wolfgang Lehner, Matthias Werner, Stefan T. J. de Bruijn
AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing. SIGMOD Conference (2018)
Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Wolfgang Lehner, Tuan D. A. Nguyen, Akash Kumar
Column Scan Acceleration in Hybrid CPU-FPGA Systems. ADMS@VLDB (2018)
Juliana Hildebrandt, Till Kolditz, Dirk Habich, Wolfgang Lehner
Lower Bound-oriented Parameter Calculation for AN Coding. ISITA (2018)
Alexander Krause, Annett Ungethüm, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
Asynchronous Graph Pattern Matching on Multiprocessor Systems. ADBIS (Short Papers and Workshops) (2017)
Annett Ungethüm, Patrick Damme, Johannes Pietrzyk, Alexander Krause, Dirk Habich, Wolfgang Lehner
Balancing Performance and Energy for Lightweight Data Compression Algorithms. ADBIS (Short Papers and Workshops) (2017)
Dirk Habich, Sebastian Götz
KASDL - Kontext-adaptive Software in Digitalen Lebenswelten. GI-Jahrestagung (2017)
Patrick Damme, Dirk Habich, Juliana Hildebrandt, Wolfgang Lehner
Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses). EDBT (2017)
Alexander Krause, Annett Ungethüm, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
Asynchronous Graph Pattern Matching on Multiprocessor Systems. CoRR (2017)
Annett Ungethüm, Dirk Habich, Tomas Karnagel, Sebastian Haas, Eric Mier, Gerhard P. Fettweis, Wolfgang Lehner
Overview on Hardware Optimizations for Database Engines. BTW (2017)
Tomas Karnagel, Dirk Habich
Heterogeneous placement optimization for database query processing. it Inf. Technol. 59 (3) (2017)
Markus Dreseler, Thomas Kissinger, Timo Djürken, Eric Lübke, Matthias Uflacker, Dirk Habich, Hasso Plattner, Wolfgang Lehner
Hardware-Accelerated Memory Operations on Large-Scale NUMA Systems. ADMS@VLDB (2017)
Tomas Karnagel, Dirk Habich, Wolfgang Lehner
Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources. Proc. VLDB Endow. 10 (7) (2017)
Tomas Karnagel, Tal Ben-Nun, Matthias Werner, Dirk Habich, Wolfgang Lehner
Big data causing big (TLB) problems: taming random memory accesses on the GPU. DaMoN (2017)
Annett Ungethüm, Thomas Kissinger, Willi-Wolfram Mentzel, Eric Mier, Dirk Habich, Wolfgang Lehner
Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration. BTW (2017)
Alexander Krause, Thomas Kissinger, Dirk Habich, Hannes Voigt, Wolfgang Lehner
Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems. Euro-Par (2017)
Claudio Hartmann, Martin Hahmann, Dirk Habich, Wolfgang Lehner
CSAR: The Cross-Sectional Autoregression Model. DSAA (2017)
Johannes Luong, Dirk Habich, Wolfgang Lehner
AL: unified analytics in domain specific terms. DBPL (2017)
Patrick Damme, Dirk Habich, Juliana Hildebrandt, Wolfgang Lehner
Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms. EDBT (2017)
Juliana Hildebrandt, Dirk Habich, Thomas Kühn, Patrick Damme, Wolfgang Lehner
Metamodeling Lightweight Data Compression Algorithms and its Application Scenarios. ER Forum/Demos (2017)
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
Model-Driven Integration of Compression Algorithms in Column-Store Database Systems. LWDA (2016)
Tim Kiefer, Dirk Habich, Wolfgang Lehner
Penalized Graph Partitioning for Static and Dynamic Load Balancing. Euro-Par (2016)
Martin Hahmann, Claudio Hartmann, Lars Kegel, Dirk Habich, Wolfgang Lehner
Big by blocks: modular analytics. it Inf. Technol. 58 (4) (2016)
Annett Ungethüm, Thomas Kissinger, Dirk Habich, Wolfgang Lehner
Work-Energy Profiles: General Approach and In-Memory Database Application. TPCTC (2016)
Tim Kiefer, Dirk Habich, Wolfgang Lehner
Penalized graph partitioning based allocation strategy for database-as-a-service systems. BDCAT (2016)
Juliana Hildebrandt, Dirk Habich, Patrick Damme, Wolfgang Lehner
Model Kit for Lightweight Data Compression Algorithms. EDBT (2016)
Johannes Luong, Dirk Habich, Thomas Kissinger, Wolfgang Lehner
Towards Efficient Multi-domain Data Processing. DATA (Revised Selected Papers) (2016)
Alvaro Aguilera, Richard Grunzke, Dirk Habich, Johannes Luong, Dirk Schollbach, Ulf Markwardt, Jochen Garcke
Advancing a Gateway Infrastructure for Wind Turbine Data Analysis. J. Grid Comput. 14 (4) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dirk Habich