Dirk Habich

发表

Drift-Aware Ensemble Regression

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

Cardinality estimation with local deep learning models

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

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

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

Pre analysis and clustering of uncertain data from manufacturing processes

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2008, LWA.

Advancing a Gateway Infrastructure for Wind Turbine Data Analysis

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

CSAR: The Cross-Sectional Autoregression Model

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

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

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

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

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

Multi-GPU Approximation Methods for Silent Data Corruption of AN Codes

Wolfgang Lehner, Matthias Werner, Till Kolditz, 2016 .

Penalized Graph Partitioning for Static and Dynamic Load Balancing

Wolfgang Lehner, Dirk Habich, Tim Kiefer, 2016, Euro-Par.

Towards Efficient Multi-domain Data Processing

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

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.

Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM, LWA 2011, Magdeburg, 28.-30.September 2011

Eyke Hüllermeier, Wolfgang Lehner, Bernhard Preim, 2011, LWA.

ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems

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

Column Scan Acceleration in Hybrid CPU-FPGA Systems

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

Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources

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

ERIS: A NUMA-Aware In-Memory Storage Engine for Analytical Workload

Wolfgang Lehner, Dirk Habich, Tim Kiefer, 2014, ADMS@VLDB.

Open Service Process Platform 2.0

D. Habich, S. Richly, A. Ruempel, 2008, 2008 IEEE Congress on Services - Part I.

Cost-based vectorization of instance-based integration processes

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

Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections

Wolfgang Lehner, Axel Hertzschuch, Claudio Hartmann, 2022, Proceedings of the VLDB Endowment.

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

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

Stream Join Processing on Heterogeneous Processors

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

Simplicity Done Right for Join Ordering

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

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

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

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..

Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses)

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

An Approach for Incremental Semi-supervised SVM

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

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

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

Proceedings of the First International Workshop on Post Moore ' s Era Supercomputing

J. Cong, J. Shalf, Kazutomo Yoshii, 2016 .

Efficient In-Memory Indexing with Generalized Prefix Trees

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

Browsing Robust Clustering-Alternatives

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

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

Izajasz P. Wrosz, Xiao Xiang Zhu, Matthias Boehm, 2022, CIDR.

Design of a Portable Programming Abstraction for Data Transformations

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

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

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

A Hardware/Software Stack for Heterogeneous Systems

Gerhard Fettweis, Christel Baier, Wolfgang Lehner, 2018, IEEE Transactions on Multi-Scale Computing Systems.

On-demand re-optimization of integration flows

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

Vectorizing Instance-Based Integration Processes

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

Multi-process Optimization Via Horizontal Message Queue Partitioning

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

Model-Driven Generation of Dynamic Adapters for Integration Platforms

Matthias Boehm, Wolfgang Lehner, Jürgen Bittner, 2008 .

Towards Self-Optimization of Message Transformation Processes

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

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

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

GignoMDA: exploiting cross-layer optimization for complex database applications

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

Model-Driven Generation and Optimization of Complex Integration Processes

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

Working with Disaggregated Systems. What are the Challenges and Opportunities of RDMA and CXL?

Wolfgang Lehner, Daniel Ritter, Johannes Pietrzyk, 2023, BTW.

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Platinum Sponsor Gold Sponsor Technical Support Silver Sponsors Bronze Sponsors Organizing Institutions Marathon Data Systems 2nd Multiclust Workshop: Discovering, Summarizing and Using Multiple C

Michael E. Houle, Wohlgemuth, Kin Man Poon, 2011 .

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

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

One Clustering Process Fits All - A Visually Guided Ensemble Approach

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

Error-Aware Density-Based Clustering of Imprecise Measurement Values

Wolfgang Lehner, Dirk Habich, Peter Benjamin Volk, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

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.

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

Gerhard Fettweis, Christel Baier, Wolfgang Lehner, 2016 .

Penalized Graph Partitioning Based Allocation Strategy for Database-as-a-Service Systems

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

Eyes4Ears - More than a Classical Music Retrieval System

Wolfgang Lehner, D. Habich, Dirk Habich, 2005 .

Data-aware SOA for Gene Expression Analysis Processes

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

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

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

Overview on Hardware Optimizations for Database Engines

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

Modular Data Clustering - Algorithm Design beyond MapReduce

Wolfgang Lehner, Dirk Habich, Martin Hahmann, 2014, EDBT/ICDT Workshops.

A Message Transformation Model for Data-Centric Service Integration Processes

Wolfgang Lehner, Dirk Habich, Wolfgang Lehner, 2007 .

Asynchronous Graph Pattern Matching on Multiprocessor Systems pdf

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

Scalable In-Memory Graph Pattern Matching on Symmetric Multiprocessor Systems

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

GPU-Based Speculative Query Processing for Database Operations

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

Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores

Wolfgang Lehner, Dirk Habich, Patrick Damme, 2020, CIDR.

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.