Dirk Habich

Wolfgang Lehner, Dirk Habich, Tim Kiefer, 2016, 2016 IEEE/ACM 3rd International Conference on Big Data Computing Applications and Technologies (BDCAT).

Model-Driven Development of Complex and Data-Intensive Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, MBSDI.

Online bit flip detection for in-memory B-trees on unreliable hardware

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2014, DaMoN '14.

Serviceorientierte Architektur im Precision Dairy Farming aus der Perspektive der Informatik

Wolfgang Lehner, Dirk Habich, 2010, GI Jahrestagung.

Resiliency-aware Data Compression for In-memory Database Systems

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2015, DATA.

Annotationsbasierte Prozessmodellierung in SOA - dargestellt an einem Beispiel aus dem Precision Dairy Farming

Wolfgang Lehner, Dirk Habich, Joachim Spilke, 2010, GIL Jahrestagung.

Parameterfreies Clustering mittels Multi-Level Ansatz

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2007, LWA.

Make Larger Vector Register Sizes New Challenges?: Lessons Learned from the Area of Vectorized Lightweight Compression Algorithms

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2018, DBTest@SIGMOD.

Integrating Lightweight Compression Capabilities into Apache Arrow

Wolfgang Lehner, Dirk Habich, Juliana Hildebrandt, 2020, DATA.

Optimizing Multiple Top-K Queries over Joins

Wolfgang Lehner, Dirk Habich, Alexander Hinneburg, 2005, SSDBM.

Compression-Aware In-Memory Query Processing: Vision, System Design and Beyond

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2016, ADMS/IMDM@VLDB.

DataCalc: Ad-hoc Analyses on Heterogeneous Data Sources

Wolfgang Lehner, Dirk Habich, Johannes Luong, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Best of both worlds: combining traditional and machine learning models for cardinality estimation

Wolfgang Lehner, Dirk Habich, Claudio Hartmann, 2020, aiDM@SIGMOD.

To share or not to share vector registers?

Wolfgang Lehner, Dirk Habich, Johannes Pietrzyk, 2020, DaMoN.

A high-throughput in-memory index, durable on flash-based SSD: insights into the winning solution of the SIGMOD programming contest 2011

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2012, SGMD.

A Technical Perspective of DataCalc — Ad-hoc Analyses on Heterogeneous Data Sources

Wolfgang Lehner, Dirk Habich, Johannes Luong, 2019, 2019 IEEE International Conference on Big Data (Big Data).

COMBI-Operator: Database Support for Data Mining Applications

Wolfgang Lehner, Dirk Habich, Alexander Hinneburg, 2003, VLDB.

Machine Learning-based Cardinality Estimation in DBMS on Pre-Aggregated Data pdf

Wolfgang Lehner, Dirk Habich, Claudio Hartmann, 2020, ArXiv.

AL: unified analytics in domain specific terms

Wolfgang Lehner, Dirk Habich, Johannes Luong, 2017, DBPL.

MorphStore - From an Idea to a Novel In-Memory Column Store Database System

Dirk Habich, 2019, Grundlagen von Datenbanken.

Cardinality estimation with local deep learning models

Wolfgang Lehner, Dirk Habich, Maik Thiele, 2019, aiDM@SIGMOD.

Towards Efficient Multi-domain Data Processing

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2016, DATA.

Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware

Wolfgang Lehner, Dirk Habich, Stefanie Gahrig, 2014, BigMine.

CSAR: the cross-sectional autoregression model for short and long-range forecasting

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2019, International Journal of Data Science and Analytics.

Orchestrierung datenintensiver Prozesse - Einsatz von BPEL in der Genexpressionsanalyse

Dirk Habich, Maik Thiele, 2007 .

Standing Processes in Service-Oriented Environments

Wolfgang Lehner, Dirk Habich, Steffen Preissler, 2009, 2009 Congress on Services - I.

Model-Driven Generation and Optimization of Complex Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, ICEIS.

On-demand re-optimization of integration flows

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2014, Inf. Syst..

Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2015, EDBT/ICDT Workshops.

Efficient In-Memory Indexing with Generalized Prefix Trees

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2011, BTW.

Next Generation Database Programming and Execution Environment

Wolfgang Lehner, Dirk Habich, Maik Thiele, 2011, DBPL.

A Query, a Minute: Evaluating Performance Isolation in Cloud Databases

Wolfgang Lehner, Dirk Habich, Tim Kiefer, 2014, TPCTC.

First Investigations of the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for Database Systems

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2019, BTW.

From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2019, ACM Trans. Database Syst..

Asynchronous Graph Pattern Matching on Multiprocessor Systems pdf

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2017, ADBIS.

Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor Systems

Wolfgang Lehner, Dirk Habich, Frank Ebner, 2019, DATA.

Cost-based vectorization of instance-based integration processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2009, Inf. Syst..

Multi-flow Optimization via Horizontal Message Queue Partitioning

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2010, ICEIS.

Systemübergreifende Kostennormalisierung für Integrationsprozesse

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2009, BTW.

MapReduce for Scalable Neural Nets Training

Dirk Habich, Sebastian Götz, Georg Püschel, 2010, 2010 6th World Congress on Services.

Online Bit Flip Detection for In-Memory B-Trees Live!

Wolfgang Lehner, Dirk Habich, Benjamin Schlegel, 2015, BTW.

Touch it, Mine it, View it, Shape it

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2011, BTW.

Query processing on low-energy many-core processors

Gerhard Fettweis, Wolfgang Lehner, Dirk Habich, 2015, 2015 31st IEEE International Conference on Data Engineering Workshops.

Balancing Performance and Energy for Lightweight Data Compression Algorithms

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2017, ADBIS.

QPPT: Query Processing on Prefix Trees

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2013, CIDR.

Towards Self-Optimization of Message Transformation Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2007, ADBIS Research Communications.

Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2017, BTW.

Lower Bound-oriented Parameter Calculation for AN Coding

Wolfgang Lehner, Dirk Habich, Juliana Hildebrandt, 2018, 2018 International Symposium on Information Theory and Its Applications (ISITA).

An Advanced Transaction Model for Recovery Processing of Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, ADBIS.

KISS-Tree: smart latch-free in-memory indexing on modern architectures

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2012, DaMoN '12.

Scalable In-Memory Graph Pattern Matching on Symmetric Multiprocessor Systems

Wolfgang Lehner, Dirk Habich, Alexander Krause, 2020, SFDI/LSGDA@VLDB.

GignoMDA: exploiting cross-layer optimization for complex database applications

Wolfgang Lehner, Dirk Habich, Sebastian Richly, 2006, VLDB.

ERIS live: a NUMA-aware in-memory storage engine for tera-scale multiprocessor systems

Wolfgang Lehner, Dirk Habich, Tim Kiefer, 2014, SIGMOD Conference.

Invisible Deployment of Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2009, ICEIS.

Heterogeneity-Aware Operator Placement in Column-Store DBMS

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2014, Datenbank-Spektrum.

Integer Compression in NVRAM-centric Data Stores: Comparative Experimental Analysis to DRAM

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2019, DaMoN.

Fighting the Duplicates in Hashing: Conflict Detection-aware Vectorization of Linear Probing

Wolfgang Lehner, Dirk Habich, Johannes Pietrzyk, 2019, BTW.

1st Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC)

Dirk Habich, David Broneske, 2019, BTW.

Design of a Portable Programming Abstraction for Data Transformations

Wolfgang Lehner, Dirk Habich, Johannes Luong, 2018, DATA.

Large-Scale Data Analytics Using Ensemble Clustering

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2011 .

DIPBench Toolsuite: A Framework for Benchmarking Integration Systems

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, 2008 IEEE 24th International Conference on Data Engineering.

Error-Aware Density-Based Clustering of Imprecise Measurement Values

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2007 .

Adaptive Energy-Control for In-Memory Database Systems

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2018, SIGMOD Conference.

Browsing Robust Clustering-Alternatives

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2011, MultiClust@ECML/PKDD.

Column Scan Acceleration in Hybrid CPU-FPGA Systems

Wolfgang Lehner, Dirk Habich, Akash Kumar, 2018, ADMS@VLDB.

Feingranulare Verarbeitung von XML-Strömen

Wolfgang Lehner, Dirk Habich, Sven Schmidt, 2004, GI Jahrestagung.

Teaching In-Memory Database Systems the Detection of Hardware Errors

Wolfgang Lehner, Dirk Habich, Till Kolditz, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Real-Time Information Base as key enabler for Manufacturing Intelligence and "Industrie 4.0" Building the bridge between "real" Real-time Exploitation and Big Data via mathematically grounded Information Fundamentals

Dirk Habich, Martin Zinner, Gerhard Luhn, 2015 .

Materialized Views in the Presence of Reporting Functions

Wolfgang Lehner, Dirk Habich, Michael Just, 2006, 18th International Conference on Scientific and Statistical Database Management (SSDBM'06).

Towards an Industry Data Gateway: An Integrated Platform for the Analysis of Wind Turbine Data

Dirk Habich, Richard Grunzke, Jochen Garcke, 2015, 2015 7th International Workshop on Science Gateways.

Diversity of Processing Units

Wolfgang Lehner, Dirk Habich, Annett Ungethüm, 2018, Datenbank-Spektrum.

Modellierung komplexer Workflows in jExam

Dirk Habich, Sebastian Richly, Hannes Voigt, 2006, Informatiktage.

Multi-process Optimization Via Horizontal Message Queue Partitioning

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2010, ICEIS.

CSAR: The Cross-Sectional Autoregression Model

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2017, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Data-Warehousing 3.0 - Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory Technologie

Wolfgang Lehner, Dirk Habich, Maik Thiele, 2011, IMDM.

An Approach for Incremental Semi-supervised SVM

Wolfgang Lehner, Dirk Habich, Kai-Uwe Sattler, 2007 .

BPEL DT - Data-Aware Extension for Data-Intensive Service Applications

Wolfgang Lehner, Dirk Habich, Sebastian Richly, 2007, WEWST@ECOWS.

Process-based Data Streaming in Service-oriented Environments - Application and Technique

Wolfgang Lehner, Dirk Habich, Steffen Preissler, 2010, ICEIS.

AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing

Wolfgang Lehner, Dirk Habich, Matthias Werner, 2018, SIGMOD Conference.

Advancing a Gateway Infrastructure for Wind Turbine Data Analysis

Dirk Habich, Richard Grunzke, Jochen Garcke, 2016, Journal of Grid Computing.

BUZZARD: a NUMA-aware in-memory indexing system

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2013, SIGMOD '13.

BPEL-DT - Data-aware Extension of BPEL to Support Data-Intensive Service Applications

Wolfgang Lehner, Dirk Habich, Sebastian Richly, 2007, WEWST.

Streaming Web Services and Standing Processes

Wolfgang Lehner, Dirk Habich, Hannes Voigt, 2009, BTW.

Model-Driven Integration of Compression Algorithms in Column-Store Database Systems

Wolfgang Lehner, Dirk Habich, Juliana Hildebrandt, 2016, LWDA.

Clustering Uncertain Data with Possible Worlds

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2009, 2009 IEEE 25th International Conference on Data Engineering.

Cost-based Business Process Deployment Advisor

Wolfgang Lehner, Dirk Habich, Steffen Preissler, 2011, ICEIS.

How to Control Clustering Results? Flexible Clustering Aggregation

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2009, IDA.

GPU-Based Speculative Query Processing for Database Operations

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2010, ADMS@VLDB.

Reliable In-Memory Data Management on Unreliable Hardware

Wolfgang Lehner, Dirk Habich, Juliana Hildebrandt, 2018, DATA.

Quality of Service-Driven Stream Mining

Wolfgang Lehner, Dirk Habich, Marcel Karnstedt, 2007 .

GCIP: exploiting the generation and optimization of integration processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2009, EDBT '09.

Big data causing big (TLB) problems: taming random memory accesses on the GPU

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2017, DaMoN.

Stream Join Processing on Heterogeneous Processors

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2013, BTW Workshops.

One Clustering Process Fits All - A Visually Guided Ensemble Approach

Wolfgang Lehner, Dirk Habich, Maik Thiele, 2010, LWA.

Evolving Ensemble-Clustering to a Feedback-Driven Process

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Data-Grey-BoxWeb Services in Data-Centric Environments

Wolfgang Lehner, Dirk Habich, Uwe Aßmann, 2007, IEEE International Conference on Web Services (ICWS 2007).

Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2017, Euro-Par.

Drift-Aware Ensemble Regression

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2009, MLDM.

Real-Time Information Base as key enabler for Manufacturing Intelligence and “Industrie 4.0”

Dirk Habich, Martin Zinner, Gerhard Luhn, 2015, 2015 26th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC).

GignoMDA - Generation of Complex Database Applications

Wolfgang Lehner, Dirk Habich, Sebastian Richly, 2006, Grundlagen von Datenbanken.

Visual Decision Support for Ensemble Clustering

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2010, SSDBM.

Supporting Gene Expression Analysis Processes by a Service-Oriented Platform

Dirk Habich, Maik Thiele, Sebastian Götz, 2007, IEEE International Conference on Services Computing (SCC 2007).

Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2017, Proc. VLDB Endow..

Message Indexing for Document-Oriented Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, ICEIS.

Regelsprachraum für die annotationsbasierte Prozessmodellierung im Precision Dairy Farming

Dirk Habich, Franziska Gietl, 2010, GI Jahrestagung.

Data-aware SOA for Gene Expression Analysis Processes

Wolfgang Lehner, Dirk Habich, Uwe Aßmann, 2007, 2007 IEEE Congress on Services (Services 2007).

Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2017, EDBT.

COMBI-GROUP(): Ein relationaler Operator zur Unterstützung vonh Data Mining Anwendungen

Dirk Habich, 2003, BTW Studierenden-Programm.

The HELLS-join: a heterogeneous stream join for extremely large windows

Wolfgang Lehner, Dirk Habich, Tomas Karnagel, 2013, DaMoN '13.

FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan

Wolfgang Lehner, Dirk Habich, Tuan Duy Anh Nguyen, 2018, DATA.

An Approach for Incremental Semi-supervised SVM

Wolfgang Lehner, Dirk Habich, Marcel Karnstedt, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Stream-Based Web Service Invocation

Wolfgang Lehner, Dirk Habich, Hannes Voigt, 2009, BTW.

Efficient compute node-local replication mechanisms for NVRAM-centric data structures

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2019, The VLDB Journal.

Ein Nachrichtentransformationsmodell für komplexe Transformationsprozesse in datenzentrischen Anwendungsszenarien

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2007, BTW.

Hardware-Accelerated Memory Operations on Large-Scale NUMA Systems

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2017, ADMS@VLDB.

Evaluating the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for In-Memory Database Systems

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2019, Datenbank-Spektrum.

Column Scan Optimization by Increasing Intra-Instruction Parallelism

Wolfgang Lehner, Dirk Habich, Akash Kumar, 2018, DATA.

Work-Energy Profiles: General Approach and In-Memory Database Application

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2016, TPCTC.

The Orchestration Stack: The Impossible Task of Designing Software for Unknown Future Post-CMOS Hardware

Gerhard Fettweis, Christel Baier, Wolfgang Lehner, 2016 .

Direct Transformation Techniques for Compressed Data: General Approach and Application Scenarios

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2015, ADBIS.

Overview on Hardware Optimizations for Database Engines

Gerhard Fettweis, Wolfgang Lehner, Dirk Habich, 2017, BTW.

DIPBench: An independent benchmark for Data-Intensive Integration Processes

Wolfgang Lehner, Dirk Habich, Matthias Boehm, 2008, 2008 IEEE 24th International Conference on Data Engineering Workshop.

An XML-Based Streaming Concept for Business Process Execution

Wolfgang Lehner, Dirk Habich, Steffen Preissler, 2010, ICEIS.

Architecture of a Multi-domain Processing and Storage Engine

Wolfgang Lehner, Dirk Habich, Thomas Kissinger, 2016, DATA.

Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE

Wolfgang Lehner, Dirk Habich, Hermann Härtig, 2018, SIGMOD Conference.

MorphStore - In-Memory Query Processing based on Morphing Compressed Intermediates LIVE

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2019, SIGMOD Conference.

Ähnlichkeitssuche in Musik-Datenbanken mit Hilfe von Visualisierungen

Dirk Habich, Alexander Hinneburg, Alexander Hinneburg, 2003, BTW.

MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model pdf

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2020, Proc. VLDB Endow..

ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems

Wolfgang Lehner, Dirk Habich, Ulrike Fischer, 2014, EDBT/ICDT Workshops.

Mastering the NEC Vector Engine Accelerator for Analytical Query Processing

Wolfgang Lehner, Dirk Habich, Johannes Pietrzyk, 2021, 2021 IEEE 37th International Conference on Data Engineering Workshops (ICDEW).

Simplicity Done Right for Join Ordering

Wolfgang Lehner, Dirk Habich, Claudio Hartmann, 2021, CIDR.

A GraphBLAS implementation in pure Java

Dirk Habich, Martin Junghanns, Alexander Krause, 2021, GRADES-NDA@SIGMOD.

The Case for SIMDified Analytical Query Processing on GPUs

Wolfgang Lehner, Dirk Habich, Annett Ungethüm, 2021, DaMoN.

Aggregate-based Training Phase for ML-based Cardinality Estimation

Wolfgang Lehner, Dirk Habich, Claudio Hartmann, 2021, BTW.

PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation

Wolfgang Lehner, Dirk Habich, Claudio Hartmann, 2021, Proc. VLDB Endow..

LCTL: Lightweight Compression Template Library

Wolfgang Lehner, Dirk Habich, Juliana Hildebrandt, 2021, 2021 IEEE International Conference on Big Data (Big Data).

SIMD-MIMD cocktail in a hybrid memory glass: shaken, not stirred

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2021, SYSTOR.

Analyzing Data Streams by Online DFT

Dirk Habich, Marcel Karnstedt, Alexander Hinneburg, 2006 .