Wolfgang Lehner

Orcid: 0000-0001-8107-2775

Affiliations:
  • Dresden University of Technology, Germany


According to our database1, Wolfgang Lehner authored at least 529 papers between 1996 and 2024.

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Bibliography

2024
Designing and Implementing a Generator Framework for a SIMD Abstraction Library.
CoRR, 2024

Steering the PostgreSQL query optimizer using hinting: State-Of-The-Art and open challenges.
Proceedings of the 35th GI-Workshop Grundlagen von Datenbanken, Herdecke, 2024

Selma: A Semantic Local Code Search Platform.
Proceedings of the Advances in Information Retrieval, 2024

Investigating the Usage of Formulae in Mathematical Answer Retrieval.
Proceedings of the Advances in Information Retrieval, 2024

Demystifying Intel Data Streaming Accelerator for In-Memory Data Processing.
Proceedings of the 2nd Workshop on Disruptive Memory Systems, 2024

Development and Evaluation of a FIWARE-based Digital Twin Prototype for Road System.
DiDit@DisCoTec, 2024

Program your (custom) SIMD instruction set on FPGA in C++.
Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

Amethyst - A Generalized on-the-Fly De/Re-compression Framework to Accelerate Data-Intensive Integer Operations on GPUs.
Proceedings of the Advances in Databases and Information Systems, 2024

On-The-Fly Data Distribution to Accelerate Query Processing in Heterogeneous Memory Systems.
Proceedings of the Advances in Databases and Information Systems, 2024

2023
Peer-Reviewing Processes and Incentives: Data Management Community Survey Results.
SIGMOD Rec., December, 2023

BOUNCE: memory-efficient SIMD approach for lightweight integer compression.
Distributed Parallel Databases, September, 2023

Partition-based SIMD Processing and its Application to Columnar Database Systems.
Datenbank-Spektrum, March, 2023

FASTgres: Making Learned Query Optimizer Hinting Effective.
Proc. VLDB Endow., 2023

Datenbank-Community vernetzt sich in Dresden.
Datenbank-Spektrum, 2023

Simplicity done right for SIMDified query processing on CPU and FPGA.
Proceedings of the 1st Workshop on Simplicity in Management of Data, 2023

A Study of Early Aggregation in Database Query Processing on FPGAs.
Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Learned Selection Strategy for Lightweight Integer Compression Algorithms.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Near to Far: An Evaluation of Disaggregated Memory for In-Memory Data Processing.
Proceedings of the 1st Workshop on Disruptive Memory Systems, 2023

KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs.
Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

Pipeline Group Optimization on Disaggregated Systems.
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

JumpXClass: Explainable AI for Jump Classification in Trampoline Sports.
Proceedings of the Datenbanksysteme für Business, 2023

Working with Disaggregated Systems. What are the Challenges and Opportunities of RDMA and CXL?
Proceedings of the Datenbanksysteme für Business, 2023

Improving GPU Matrix Multiplication by Leveraging Bit Level Granularity and Compression.
Proceedings of the Datenbanksysteme für Business, 2023

PostBOUND: PostgreSQL with Upper Bound SPJ Query Optimization.
Proceedings of the Datenbanksysteme für Business, 2023

Comparing and Improving Active Learning Uncertainty Measures for Transformer Models.
Proceedings of the Advances in Databases and Information Systems, 2023

2022
Workshop on "Reproducible Science in Data Management".
Datenbank-Spektrum, November, 2022

Testing Very Large Database Management Systems: The Case of SAP HANA.
Datenbank-Spektrum, November, 2022

To share or not to share vector registers?
VLDB J., 2022

Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections.
Proc. VLDB Endow., 2022

Accelerating Parallel Operation for Compacting Selected Elements on GPUs.
J. Open Source Softw., 2022

Data Science Meets High-Tech Manufacturing - The BTW 2021 Data Science Challenge.
Datenbank-Spektrum, 2022

Aggregate-based Training Phase for ML-based Cardinality Estimation.
Datenbank-Spektrum, 2022

BTW2021 erstmals als digitale Vortragsreihe.
Datenbank-Spektrum, 2022

To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models.
CoRR, 2022

Publication Culture and Review Processes in the Data Management Community: An Open Discussion.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Ingredient-based Forecast of Sold Dish Portions in Campus Canteen Kitchens.
Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

FPGA-Based Database Query Processing on Arbitrarily Wide Tables.
Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

ALWars: Combat-Based Evaluation of Active Learning Strategies.
Proceedings of the Advances in Information Retrieval, 2022

ImitAL: Learned Active Learning Strategy on Synthetic Data.
Proceedings of the Discovery Science - 25th International Conference, 2022

To use or not to use the SIMD gather instruction?
Proceedings of the International Conference on Management of Data, 2022

Transformer-Encoder and Decoder Models for Questions on Math.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Transformer-Encoder-Based Mathematical Information Retrieval.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

Memory Efficient Scheduling of Query Pipeline Execution.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022


2021
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation.
Proc. VLDB Endow., 2021

Season- and Trend-aware Symbolic Approximation for Accurate and Efficient Time Series Matching.
Datenbank-Spektrum, 2021

ImitAL: Learning Active Learning Strategies from Synthetic Data.
CoRR, 2021

Accurate and Efficient Time Series Matching by Season- and Trend-aware Symbolic Approximation - Extended Version Including Additional Evaluation and Proofs.
CoRR, 2021

SIMD-MIMD cocktail in a hybrid memory glass: shaken, not stirred.
Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

Small Selectivities Matter: Lifting the Burden of Empty Samples.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Pre-Trained Web Table Embeddings for Table Discovery.
Proceedings of the aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021

An ALBERT-based Similarity Measure for Mathematical Answer Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Mastering the NEC Vector Engine Accelerator for Analytical Query Processing.
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

RecipeGM: A Hierarchical Recipe Generation Model.
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

Towards Porting Hardware-Oblivious Vectorized Query Operators to GPUs.
Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanken, Online Event, 2021

Resource-Efficient Database Query Processing on FPGAs.
Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021

The Case for SIMDified Analytical Query Processing on GPUs.
Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021

TU_DBS in the ARQMath Lab 2021, CLEF.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Simplicity Done Right for Join Ordering.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

LCTL: Lightweight Compression Template Library.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Efficient compute node-local replication mechanisms for NVRAM-centric data structures.
VLDB J., 2020

General dynamic Yannakakis: conjunctive queries with theta joins under updates.
VLDB J., 2020

Sharing Opportunities for OLTP Workloads in Different Isolation Levels.
Proc. VLDB Endow., 2020

Enabling Low Tail Latency on Multicore Key-Value Stores.
Proc. VLDB Endow., 2020

MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model.
Proc. VLDB Endow., 2020

Feature-aware forecasting of large-scale time series data sets.
it Inf. Technol., 2020

A cost-based storage format selector for materialized results in big data frameworks.
Distributed Parallel Databases, 2020

Efficient Compilation of Regular Path Queries.
Datenbank-Spektrum, 2020

Machine Learning-based Cardinality Estimation in DBMS on Pre-Aggregated Data.
CoRR, 2020

Configuring Parallelism for Hybrid Layouts Using Multi-Objective Optimization.
Big Data, 2020

Scalable In-Memory Graph Pattern Matching on Symmetric Multiprocessor Systems.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

Polymorphic Compressed Replication of Columnar Data in Scale-Up Hybrid Memory Systems.
Proceedings of the SYSTOR 2020: The 13th ACM International Systems and Storage Conference, 2020

Best of both worlds: combining traditional and machine learning models for cardinality estimation.
Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2020

Workload merging potential in SAP Hybris.
Proceedings of the 8th International Workshop on Testing Database Systems, 2020

FacetE: exploiting web tables for domain-specific word embedding evaluation.
Proceedings of the 8th International Workshop on Testing Database Systems, 2020

Active Learning for Spreadsheet Cell Classification.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

RetroLive: Analysis of Relational Retrofitted Word Embeddings.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

WeakAL: Combining Active Learning and Weak Supervision.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Integrating Lightweight Compression Capabilities into Apache Arrow.
Proceedings of the 9th International Conference on Data Science, 2020

To share or not to share vector registers?
Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

Comparative analysis of OpenCL and RTL for sort-merge primitives on FPGA.
Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

Learning from Textual Data in Database Systems.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019
From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms.
ACM Trans. Database Syst., 2019

Efficient Query Processing for Dynamically Changing Datasets.
SIGMOD Rec., 2019

Architecture and Advanced Electronics Pathways Toward Highly Adaptive Energy- Efficient Computing.
Proc. IEEE, 2019

CSAR: the cross-sectional autoregression model for short and long-range forecasting.
Int. J. Data Sci. Anal., 2019

Big Data Competence Center ScaDS Dresden/Leipzig: Overview and selected research activities.
Datenbank-Spektrum, 2019

Evaluating the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for In-Memory Database Systems.
Datenbank-Spektrum, 2019

Particulate Matter Matters - The Data Science Challenge @ BTW 2019.
Datenbank-Spektrum, 2019

Large-Scale Time Series Analytics - Novel Approaches for Generation and Prediction.
Datenbank-Spektrum, 2019

Conjunctive Queries with Theta Joins Under Updates.
CoRR, 2019

Cardinality estimation with local deep learning models.
Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2019

NeMeSys - A Showcase of Data Oriented Near Memory Graph Processing.
Proceedings of the 2019 International Conference on Management of Data, 2019

MorphStore - In-Memory Query Processing based on Morphing Compressed Intermediates LIVE.
Proceedings of the 2019 International Conference on Management of Data, 2019

DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Genetic-Based Search for Adaptive Table Recognition in Spreadsheets.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Graph Traversals for Regular Path Queries.
Proceedings of the 2nd Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2019

High-Throughput BitPacking Compression.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

XLIndy: Interactive Recognition and Information Extraction in Spreadsheets.
Proceedings of the ACM Symposium on Document Engineering 2019, 2019

Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor Systems.
Proceedings of the 8th International Conference on Data Science, 2019

Integer Compression in NVRAM-centric Data Stores: Comparative Experimental Analysis to DRAM.
Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

Persistent Buffer Management with Optimistic Consistency.
Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

Assessing the Impact of Driving Bans with Data Analysis.
Proceedings of the Datenbanksysteme für Business, 2019

Fighting the Duplicates in Hashing: Conflict Detection-aware Vectorization of Linear Probing
Proceedings of the Datenbanksysteme für Business, 2019

First Investigations of the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for Database Systems.
Proceedings of the Datenbanksysteme für Business, 2019

NeMeSys - Energy Adaptive Graph Pattern Matching on NUMA-based Multiprocessor Systems.
Proceedings of the Datenbanksysteme für Business, 2019

Explore FREDDY: Fast Word Embeddings in Database Systems.
Proceedings of the Datenbanksysteme für Business, 2019

Fast Approximated Nearest Neighbor Joins For Relational Database Systems.
Proceedings of the Datenbanksysteme für Business, 2019

A Technical Perspective of DataCalc - Ad-hoc Analyses on Heterogeneous Data Sources.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

DataCalc: Ad-hoc Analyses on Heterogeneous Data Sources.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Automatically Configuring Parallelism for Hybrid Layouts.
Proceedings of the New Trends in Databases and Information Systems, 2019

2018
Query Processing in Data Warehouses.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Multi-schema-version data management: data independence in the twenty-first century.
VLDB J., 2018

A Hardware/Software Stack for Heterogeneous Systems.
IEEE Trans. Multi Scale Comput. Syst., 2018

OLTPShare: The Case for Sharing in OLTP Workloads.
Proc. VLDB Endow., 2018

Conjunctive Queries with Inequalities Under Updates.
Proc. VLDB Endow., 2018

Robust and simple database evolution.
Inf. Syst. Frontiers, 2018

Intermediate Results Materialization Selection and Format for Data-Intensive Flows.
Fundam. Informaticae, 2018

Diversity of Processing Units - An Attempt to Classify the Plethora of Modern Processing Units.
Datenbank-Spektrum, 2018

Bericht zum Fachgruppentreffen 1./2. März 2018 - Symposium on Modern Database Platforms.
Datenbank-Spektrum, 2018

A Cost-based Storage Format Selector for Materialization in Big Data Frameworks.
CoRR, 2018

Column Scan Acceleration in Hybrid CPU-FPGA Systems.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2018

Feature-based comparison and generation of time series.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing.
Proceedings of the 2018 International Conference on Management of Data, 2018

Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE.
Proceedings of the 2018 International Conference on Management of Data, 2018

Adaptive Energy-Control for In-Memory Database Systems.
Proceedings of the 2018 International Conference on Management of Data, 2018

Make Larger Vector Register Sizes New Challenges?: Lessons Learned from the Area of Vectorized Lightweight Compression Algorithms.
Proceedings of the 7th International Workshop on Testing Database Systems, 2018

Lower Bound-oriented Parameter Calculation for AN Coding.
Proceedings of the International Symposium on Information Theory and Its Applications, 2018

Modeling Customers and Products with Word Embeddings from Receipt Data.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Conflict Detection-Based Run-Length Encoding - AVX-512 CD Instruction Set in Action.
Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

Teaching In-Memory Database Systems the Detection of Hardware Errors.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Beyond Straightforward Vectorization of Lightweight Data Compression Algorithms for Larger Vector Sizes.
Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken, Wuppertal, 2018

Analysis of Data Structures Involved in RPQ Evaluation.
Proceedings of the 7th International Conference on Data Science, 2018

Seamless Database Evolution for Cloud Applications.
Proceedings of the 7th International Conference on Data Science, 2018

Design of a Portable Programming Abstraction for Data Transformations.
Proceedings of the 7th International Conference on Data Science, 2018

Column Scan Optimization by Increasing Intra-Instruction Parallelism.
Proceedings of the 7th International Conference on Data Science, 2018

FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan.
Proceedings of the Data Management Technologies and Applications, 2018

Reliable In-Memory Data Management on Unreliable Hardware.
Proceedings of the 7th International Conference on Data Science, 2018

Table Recognition in Spreadsheets via a Graph Representation.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Efficient compute node-local replication mechanisms for NVRAM-centric data structures.
Proceedings of the 14th International Workshop on Data Management on New Hardware, 2018

ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics.
Proceedings of the Advances in Databases and Information Systems, 2018

2017
Special Section on the International Conference on Data Engineering 2015.
IEEE Trans. Knowl. Data Eng., 2017

The Dresden Database Systems Group.
SIGMOD Rec., 2017

Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems.
Proc. VLDB Endow., 2017

The Data Center under your Desk - How Disruptive is Modern Hardware for DB System Design?
Proc. VLDB Endow., 2017

Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources.
Proc. VLDB Endow., 2017

Application-specific architectures for energy-efficient database query processing and optimization.
Microprocess. Microsystems, 2017

Hardware Based Databases.
it Inf. Technol., 2017

Frequent patterns in ETL workflows: An empirical approach.
Data Knowl. Eng., 2017

Adaptive Recovery for SCM-Enabled Databases.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2017

Hardware-Accelerated Memory Operations on Large-Scale NUMA Systems.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2017

Generating What-If Scenarios for Time Series Data.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Data Structure Engineering For Byte-Addressable Non-Volatile Memory.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Living in Parallel Realities: Co-Existing Schema Versions with a Bidirectional Database Evolution Language.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Feature-driven Time Series Generation.
Proceedings of the 29th GI-Workshop Grundlagen von Datenbanken, Blankenburg/Harz, 2017

An Analysis of the Feasibility of Graph Compression Techniques for Indexing Regular Path Queries.
Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017

Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems.
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Metamodeling Lightweight Data Compression Algorithms and its Application Scenarios.
Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017

Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses).
Proceedings of the 20th International Conference on Extending Database Technology, 2017

CSAR: The Cross-Sectional Autoregression Model.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

AL: unified analytics in domain specific terms.
Proceedings of The 16th International Symposium on Database Programming Languages, 2017

An analysis of LSM caching in NVRAM.
Proceedings of the 13th International Workshop on Data Management on New Hardware, 2017

Big data causing big (TLB) problems: taming random memory accesses on the GPU.
Proceedings of the 13th International Workshop on Data Management on New Hardware, 2017

Table Identification and Reconstruction in Spreadsheets.
Proceedings of the Advanced Information Systems Engineering, 2017

Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration.
Proceedings of the Datenbanksysteme für Business, 2017

Overview on Hardware Optimizations for Database Engines.
Proceedings of the Datenbanksysteme für Business, 2017

SAP HANA - The Evolution of an In-Memory DBMS from Pure OLAP Processing Towards Mixed Workloads.
Proceedings of the Datenbanksysteme für Business, 2017

InVerDa - The Liquid Database.
Proceedings of the Datenbanksysteme für Business, 2017

SPARQLytics: Multidimensional Analytics for RDF.
Proceedings of the Datenbanksysteme für Business, 2017

Context Similarity for Retrieval-Based Imputation.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Balancing Performance and Energy for Lightweight Data Compression Algorithms.
Proceedings of the New Trends in Databases and Information Systems, 2017

Rethinking DRAM Caching for LSMs in an NVRAM Environment.
Proceedings of the Advances in Databases and Information Systems, 2017

Asynchronous Graph Pattern Matching on Multiprocessor Systems.
Proceedings of the New Trends in Databases and Information Systems, 2017

Exploratory Ad-Hoc Analytics for Big Data.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Special Issue: Modern Hardware.
VLDB J., 2016

Challenges for Context-Driven Time Series Forecasting.
ACM J. Data Inf. Qual., 2016

Answering "Why Empty?" and "Why So Many?" queries in graph databases.
J. Comput. Syst. Sci., 2016

Big by blocks: modular analytics.
it Inf. Technol., 2016

Logical Data Independence in the 21st Century - Co-Existing Schema Versions with InVerDa.
CoRR, 2016

Quality measures for ETL processes: from goals to implementation.
Concurr. Comput. Pract. Exp., 2016

Compression-Aware In-Memory Query Processing: Vision, System Design and Beyond.
Proceedings of the Data Management on New Hardware, 2016

Work-Energy Profiles: General Approach and In-Memory Database Application.
Proceedings of the Performance Evaluation and Benchmarking. Traditional - Big Data - Interest of Things, 2016

Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE.
Proceedings of the 2016 International Conference on Management of Data, 2016

Web-based Benchmarks for Forecasting Systems: The ECAST Platform.
Proceedings of the 2016 International Conference on Management of Data, 2016

FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory.
Proceedings of the 2016 International Conference on Management of Data, 2016

Dealing with Uncertainty: An Empirical Study on the Relevance of Renewable Energy Forecasting Methods.
Proceedings of the Data Analytics for Renewable Energy Integration, 2016

A database accelerator for energy-efficient query processing and optimization.
Proceedings of the IEEE Nordic Circuits and Systems Conference, 2016

ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results.
Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Model-Driven Integration of Compression Algorithms in Column-Store Database Systems.
Proceedings of the Conference "Lernen, 2016

Efficient Approximate OLAP Querying Over Time Series.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

DebEAQ - debugging empty-answer queries on large data graphs.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Topology-aware optimization of big sparse matrices and matrix multiplications on main-memory systems.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

InVerDa - co-existing schema versions made foolproof.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Machine Learning Approach for Layout Inference in Spreadsheets.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

Cell Classification for Layout Recognition in Spreadsheets.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2016

Putting Web Tables into Context.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

HUGS - A Lightweight Graph Partitioning Approach.
Proceedings of the 28th GI-Workshop Grundlagen von Datenbanken, Nörten Hardenberg, 2016

Penalized Graph Partitioning for Static and Dynamic Load Balancing.
Proceedings of the Euro-Par 2016: Parallel Processing, 2016

Template-based Time Series Generation with Loom.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Model Kit for Lightweight Data Compression Algorithms.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Towards Efficient Multi-domain Data Processing.
Proceedings of the Data Management Technologies and Applications, 2016

Architecture of a Multi-domain Processing and Storage Engine.
Proceedings of the DATA 2016, 2016

On testing persistent-memory-based software.
Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016

Penalized graph partitioning based allocation strategy for database-as-a-service systems.
Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

HW/SW-database-codesign for compressed bitmap index processing.
Proceedings of the 27th IEEE International Conference on Application-specific Systems, 2016

Limitations of Intra-operator Parallelism Using Heterogeneous Computing Resources.
Proceedings of the Advances in Databases and Information Systems, 2016

Towards a Role-Based Contextual Database.
Proceedings of the Advances in Databases and Information Systems, 2016

2015
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads.
Proc. VLDB Endow., 2015

Considering User Intention in Differential Graph Queries.
J. Database Manag., 2015

Managed Query Processing within the SAP HANA Database Platform.
Datenbank-Spektrum, 2015

GraphVista: Interactive Exploration Of Large Graphs.
CoRR, 2015

Robust Cardinality Estimation for Subgraph Isomorphism Queries on Property Graphs.
Proceedings of the Biomedical Data Management and Graph Online Querying, 2015

A Benchmark Framework for Data Compression Techniques.
Proceedings of the Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things, 2015

Relaxation of subgraph queries delivering empty results.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

GRAPHITE: an extensible graph traversal framework for relational database management systems.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

DrillBeyond: processing multi-result open world SQL queries.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Top-k entity augmentation using consistent set covering.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Cache-Efficient Aggregation: Hashing Is Sorting.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Column-specific context extraction for web tables.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Towards Programmability of a NUMA-Aware Storage Engine.
Proceedings of the LWA 2015 Workshops: KDML, 2015

Enjoy FRDM - play with a schema-flexible RDBMS.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Query processing on low-energy many-core processors.
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Towards a web-scale data management ecosystem demonstrated by SAP HANA.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Modularisierung leichtgewichtiger Kompressionsalgorithmen.
Proceedings of the 27th GI-Workshop Grundlagen von Datenbanken, Gommern, 2015

Highspeed Graph Processing Exploiting Main-Memory Column Stores.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

From Web Tables to Concepts: A Semantic Normalization Approach.
Proceedings of the Conceptual Modeling - 34th International Conference, 2015

POIESIS: a Tool for Quality-aware ETL Process Redesign.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

SAP HANA - From Relational OLAP Database to Big Data Infrastructure.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

SpMacho - Optimizing Sparse Linear Algebra Expressions with Probabilistic Density Estimation.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

Exploiting big data in time series forecasting: A cross-sectional approach.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Needles in the Haystack - Tackling Bit Flips in Lightweight Compressed Data.
Proceedings of the Data Management Technologies and Applications, 2015

Resiliency-aware Data Compression for In-memory Database Systems.
Proceedings of the DATA 2015, 2015

From Static to Agile - Interactive Particle Physics Analysis in the SAP HANA DB.
Proceedings of the DATA 2015, 2015

Database Evolution for Software Product Lines.
Proceedings of the DATA 2015, 2015

Modeling Large Time Series for Efficient Approximate Query Processing.
Proceedings of the Database Systems for Advanced Applications, 2015

Instant Recovery for Main Memory Databases.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

Big Data-Zentren - Vorstellung und Panel.
Proceedings of the Datenbanksysteme für Business, 2015

Online Bit Flip Detection for In-Memory B-Trees Live!
Proceedings of the Datenbanksysteme für Business, 2015

Relationships for Dynamic Data Types in RSQL.
Proceedings of the Datenbanksysteme für Business, 2015

Plan Operator Specialization using Reflective Compiler Techniques.
Proceedings of the Datenbanksysteme für Business, 2015

Optimierung der Anfrageverarbeitung mittels Kompression der Zwischenergebnisse.
Proceedings of the Datenbanksysteme für Business, 2015

Building the Dresden Web Table Corpus: A Classification Approach.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

Towards a Hybrid Imputation Approach Using Web Tables.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

SCIT: A Schema Change Interpretation Tool for Dynamic-Schema Data Warehouses.
Proceedings of the Databases Theory and Applications, 2015

CoDEL - A Relationally Complete Language for Database Evolution.
Proceedings of the Advances in Databases and Information Systems, 2015

Direct Transformation Techniques for Compressed Data: General Approach and Application Scenarios.
Proceedings of the Advances in Databases and Information Systems, 2015

2014
Online horizontal partitioning of heterogeneous data.
it Inf. Technol., 2014

On-demand re-optimization of integration flows.
Inf. Syst., 2014

Heterogeneity-Aware Operator Placement in Column-Store DBMS.
Datenbank-Spektrum, 2014

ERIS: A NUMA-Aware In-Memory Storage Engine for Analytical Workload.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2014

HASHI: An Application Specific Instruction Set Extension for Hashing.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2014

Energy-Efficient Databases Using Sweet Spot Frequencies.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

A Query, a Minute: Evaluating Performance Isolation in Cloud Databases.
Proceedings of the Performance Characterization and Benchmarking. Traditional to Big Data, 2014

SLACID - sparse linear algebra in a column-oriented in-memory database system.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

A study of partitioning and parallel UDF execution with the SAP HANA database.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

GRATIN: Accelerating Graph Traversals in Main-Memory Column Stores.
Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014

ERIS live: a NUMA-aware in-memory storage engine for tera-scale multiprocessor systems.
Proceedings of the International Conference on Management of Data, 2014

Demonstrating efficient query processing in heterogeneous environments.
Proceedings of the International Conference on Management of Data, 2014

An application-specific instruction set for accelerating set-oriented database primitives.
Proceedings of the International Conference on Management of Data, 2014

Systematical Evaluation of Solar Energy Supply Forecasts.
Proceedings of the Data Analytics for Renewable Energy Integration, 2014

Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware.
Proceedings of the 3rd International Workshop on Big Data, 2014

RSQL - a query language for dynamic data types.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Cinderella - Adaptive online partitioning of irregularly structured data.
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

Improving in-memory database index performance with Intel<sup>®</sup> Transactional Synchronization Extensions.
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

GraphMCS: Discover the Unknown in Large Data Graphs.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Modular Data Clustering - Algorithm Design beyond MapReduce.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

A Framework for User-Centered Declarative ETL.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

Quality Measures for ETL Processes.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Dynamic fine-grained scheduling for energy-efficient main-memory queries.
Proceedings of the Tenth International Workshop on Data Management on New Hardware, 2014

SOFORT: a hybrid SCM-DRAM storage engine for fast data recovery.
Proceedings of the Tenth International Workshop on Data Management on New Hardware, 2014

Online bit flip detection for in-memory B-trees on unreliable hardware.
Proceedings of the Tenth International Workshop on Data Management on New Hardware, 2014

SynopSys: Foundations for Multidimensional Graph Analytics.
Proceedings of the Enabling Real-Time Business Intelligence - International Workshops, 2014

Flexible Relational Data Model - A Common Ground for Schema-Flexible Database Systems.
Proceedings of the Advances in Databases and Information Systems, 2014

Flexs - A Logical Model for Physical Data Layout.
Proceedings of the New Trends in Database and Information Systems II, 2014

Top-k Differential Queries in Graph Databases.
Proceedings of the Advances in Databases and Information Systems, 2014

2013
Special issue on best papers of VLDB 2011.
VLDB J., 2013

Non-uniformity issues and workarounds in bounded-size sampling.
VLDB J., 2013

The Planning OLAP Model - A Multidimensional Model with Planning Support.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Report on the first international workshop on energy data management (EnDM 2012).
SIGMOD Rec., 2013

Report on the second international workshop on energy data management (EnDM 2013).
SIGMOD Rec., 2013

SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform.
Proc. VLDB Endow., 2013

Optimizing Sample Design for Approximate Query Processing.
Int. J. Knowl. Based Organ., 2013

Dr. Dean Jacobs.
Datenbank-Spektrum, 2013

Towards Integrated Data Analytics: Time Series Forecasting in DBMS.
Datenbank-Spektrum, 2013

Publish-time data integration for open data platforms.
Proceedings of the 2nd International Workshop on Open Data, 2013

Bringing Linear Algebra Objects to Life in a Column-Oriented In-Memory Database.
Proceedings of the 1st International Workshop on In Memory Data Management and Analytics, 2013

SMIX: self-managing indexes for dynamic workloads.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

pcApriori: scalable apriori for multiprocessor systems.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Forecasting in hierarchical environments.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Leveraging flexible data management with graph databases.
Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

SynopSys: large graph analytics in the SAP HANA database through summarization.
Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

BUZZARD: a NUMA-aware in-memory indexing system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Query processing on prefix trees live.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

SAP HANA distributed in-memory database system: Transaction, session, and metadata management.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Forecasting the data cube: A model configuration advisor for multi-dimensional data sets.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Optimized renewable energy forecasting in local distribution networks.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Research challenges for energy data management (panel).
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Transparent Forecasting Strategies in Database Management Systems.
Proceedings of the Business Intelligence - Third European Summer School, 2013

Energy-efficient in-memory database computing.
Proceedings of the Design, Automation and Test in Europe, 2013

Main-Memory Centric Data Management - Open Problems and Some Solutions.
Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

Advanced Analytics with the SAP HANA Database.
Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

Scalable frequent itemset mining on many-core processors.
Proceedings of the Ninth International Workshop on Data Management on New Hardware, 2013

The HELLS-join: a heterogeneous stream join for extremely large windows.
Proceedings of the Ninth International Workshop on Data Management on New Hardware, 2013

DeExcelerator: a framework for extracting relational data from partially structured documents.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

pEDM: online-forecasting for smart energy analytics.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Efficient forecasting for hierarchical time series.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

QPPT: Query Processing on Prefix Trees.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Rethinking Energy Data Management: Trends and Challenges in Today's Transforming Markets.
Proceedings of the Datenbanksysteme für Business, 2013

The Graph Story of the SAP HANA Database.
Proceedings of the Datenbanksysteme für Business, 2013

Experimental Evaluation of NUMA Effects on Database Management Systems.
Proceedings of the Datenbanksysteme für Business, 2013

Stream Join Processing on Heterogeneous Processors.
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW),, 2013

Pack Indexing for Time-Constrained In-Memory Query Processing.
Proceedings of the Datenbanksysteme für Business, 2013

DrillBeyond: Open-World SQL Queries Using Web Tables.
Proceedings of the Datenbanksysteme für Business, 2013

Enhancing Named Entity Extraction by Effectively Incorporating the Crowd.
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW),, 2013

Web-Scale Data Management for the Cloud.
Springer, ISBN: 978-1-4614-6855-4, 2013

2012
Special section on large-scale analytics.
VLDB J., 2012

A high-throughput in-memory index, durable on flash-based SSD: insights into the winning solution of the SIGMOD programming contest 2011.
SIGMOD Rec., 2012

Model-based Integration of Past & Future in TimeTravel.
Proc. VLDB Endow., 2012

DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data.
Proc. VLDB Endow., 2012

Frontiers in Crowdsourced Data Integration.
it Inf. Technol., 2012

The SAP HANA Database -- An Architecture Overview.
IEEE Data Eng. Bull., 2012

Die Datenbankforschungsgruppe der Technischen Universität Dresden stellt sich vor.
Datenbank-Spektrum, 2012

OPEN - Enabling Non-expert Users to Extract, Integrate, and Analyze Open Data.
Datenbank-Spektrum, 2012

Identifying and weighting integration hypotheses on open data platforms.
Proceedings of the International Workshop on Open Data, 2012

MulTe: A Multi-Tenancy Database Benchmark Framework.
Proceedings of the Selected Topics in Performance Evaluation and Benchmarking, 2012

Optimizing Notifications of Subscription-Based Forecast Queries.
Proceedings of the Scientific and Statistical Database Management, 2012

Partitioning and Multi-core Parallelization of Multi-equation Forecast Models.
Proceedings of the Scientific and Statistical Database Management, 2012

Efficient transaction processing in SAP HANA database: the end of a column store myth.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Explorative Multi-View Clustering Using Frequent-Groupings.
Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Sample-based forecasting exploiting hierarchical time series.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Adaptive Index Buffer.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

SMIX Live - A Self-Managing Index Infrastructure for Dynamic Workloads.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

F2DB: The Flash-Forward Database System.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Data management in the MIRABEL smart grid system.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

Pathways to servers of the future.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Flexible Information Management, Exploration and Analysis in SAP HANA.
Proceedings of the DATA 2012, 2012

<i>KISS-Tree</i>: smart latch-free in-memory indexing on modern architectures.
Proceedings of the Eighth International Workshop on Data Management on New Hardware, 2012

Real-Time Business Intelligence in the MIRABEL Smart Grid System.
Proceedings of the Enabling Real-Time Business Intelligence - 6th International Workshop, 2012

Efficient Integration of External Information into Forecast Models from the Energy Domain.
Proceedings of the Advances in Databases and Information Systems, 2012

2011
In-Memory-Datenmanagement in betrieblichen Anwendungssystemen.
Wirtschaftsinf., 2011

SAP HANA database: data management for modern business applications.
SIGMOD Rec., 2011

Letter from the VLDB 2011 Research Track Co-Chair.
Proc. VLDB Endow., 2011

Bridging Two Worlds with RICE Integrating R into the SAP In-Memory Computing Engine.
Proc. VLDB Endow., 2011

Resiliency-Aware Data Management.
Proc. VLDB Endow., 2011

Cost-based vectorization of instance-based integration processes.
Inf. Syst., 2011

Echtzeit-Data-Warehouse-Systeme.
Datenbank-Spektrum, 2011

In-memory Databases in Business Information Systems.
Bus. Inf. Syst. Eng., 2011

Fast Sorted-Set Intersection using SIMD Instructions.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2011

Private Table Database Virtualization for DBaaS.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Efficient In-Database Maintenance of ARIMA Models.
Proceedings of the Scientific and Statistical Database Management, 2011

Hybrid Data-Flow Graphs for Procedural Domain-Specific Query Languages.
Proceedings of the Scientific and Statistical Database Management, 2011

Context-Aware Parameter Estimation for Forecast Models in the Energy Domain.
Proceedings of the Scientific and Statistical Database Management, 2011

Browsing Robust Clustering-Alternatives.
Proceedings of the 2nd MultiClust Workshop: Discovering, 2011

Data-Warehousing 3.0 - Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory Technologie.
Proceedings of the Innovative Unternehmensanwendungen mit In-Memory Data Management, 2011

A Domain-Specific Language for Do-It-Yourself Analytical Mashups.
Proceedings of the Current Trends in Web Engineering, 2011

A Flexible Graph-Based Data Model Supporting Incremental Schema Design and Evolution.
Proceedings of the Current Trends in Web Engineering, 2011

Cost-based Business Process Deployment Advisor.
Proceedings of the ICEIS 2011, 2011

Sprachraumerstellung als Bestandteil der Geschäftsprozessmodellierung in SOA.
Proceedings of the Qualität und Effizienz durch informationsgestützte Landwirtschaft, Fokus: Moderne Weinwirtschaft. Referate der 31. GIL-Jahrestagung, 24., 2011

Memory-efficient frequent-itemset mining.
Proceedings of the EDBT 2011, 2011

Next Generation Database Programming and Execution Environment.
Proceedings of the Database Programming Languages, 2011

Touch it, Mine it, View it, Shape it.
Proceedings of the Datenbanksysteme für Business, 2011

Offline Design Tuning for Hierarchies of Forecast Models.
Proceedings of the Datenbanksysteme für Business, 2011

Efficient In-Memory Indexing with Generalized Prefix Trees.
Proceedings of the Datenbanksysteme für Business, 2011

Forcasting Evolving Time Series of Energy Demand and Supply.
Proceedings of the Advances in Databases and Information Systems, 2011

2010
Sample Footprints für Data-Warehouse-Datenbanken.
Comput. Sci. Res. Dev., 2010

Hybride Datenbankarchitekturen am Beispiel der neuen SAP In-Memory-Technologie.
Datenbank-Spektrum, 2010

GPU-Based Speculative Query Processing for Database Operations.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2010

Approximate Query Answering and Result Refinement on XML Data.
Proceedings of the Scientific and Statistical Database Management, 2010

Visual Decision Support for Ensemble Clustering.
Proceedings of the Scientific and Statistical Database Management, 2010

Ein begriffsbasierter Ansatz zur semantischen Extraktion von Datenbankschemata.
Proceedings of the Software Engineering 2010, 2010

One Clustering Process Fits All - A Visually Guided Ensemble Approach.
Proceedings of the LWA 2010, 2010

Listen to the customer: model-driven database design.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

How to juggle columns: an entropy-based approach for table compression.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Cherry picking in database languages.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Indexing forecast models for matching and maintenance.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

An XML-Based Streaming Concept for Business Process Execution.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

Process-based Data Streaming in Service-oriented Environments - Application and Technique.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

Multi-flow Optimization via Horizontal Message Queue Partitioning.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

Multi-process Optimization Via Horizontal Message Queue Partitioning.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

Evolving Ensemble-Clustering to a Feedback-Driven Process.
Proceedings of the ICDMW 2010, 2010

Database as a service (DBaaS).
Proceedings of the 26th International Conference on Data Engineering, 2010

Pairwise Element Computation with MapReduce.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Annotationsbasierte Prozessmodellierung in SOA - dargestellt an einem Beispiel aus dem Precision Dairy Farming.
Proceedings of the Precision Agriculture Reloaded, 2010

Serviceorientierte Architekturen im Precision Dairy Farming (Vorwort).
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Serviceorientierte Architektur im Precision Dairy Farming aus der Perspektive der Informatik.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

A plan for OLAP.
Proceedings of the EDBT 2010, 2010

Fast integer compression using SIMD instructions.
Proceedings of the Sixth International Workshop on Data Management on New Hardware, 2010

A Sample Advisor for Approximate Query Processing.
Proceedings of the Advances in Databases and Information Systems, 2010

Using Cloud Technologies to Optimize Data-Intensive Service Applications.
Proceedings of the IEEE International Conference on Cloud Computing, 2010

Datenflut - Informationsbedarf - Wissensgenerierung: Wo sind die technisch-methodischen Herausforderungen und (wo) kann die Informatik helfen?
Proceedings of the Die digital-vernetzte Wissensgesellschaft, 2010

2009
Query Processing in Data Warehouses.
Proceedings of the Encyclopedia of Database Systems, 2009

Robust Distributed Top-N Frequent Pattern Mining Using the SAP BW Accelerator.
Proc. VLDB Endow., 2009

Representing Data Quality in Sensor Data Streaming Environments.
ACM J. Data Inf. Qual., 2009

Partition-based workload scheduling in living data warehouse environments.
Inf. Syst., 2009

Multi-objective scheduling for real-time data warehouses.
Comput. Sci. Res. Dev., 2009

Standing Processes in Service-Oriented Environments.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Drift-Aware Ensemble Regression.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

How to Screen a Data Stream - Quality-Driven Load Shedding in Sensor Data Streams.
Proceedings of the 14th International Conference on Information Quality, 2009

How to Control Clustering Results? Flexible Clustering Aggregation.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Innovative Process Execution in Service-oriented Environments.
Proceedings of the ICEIS 2009, 2009

Vectorizing Instance-Based Integration Processes.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

Invisible Deployment of Integration Processes.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

Global Slope Change Synopses for Measurement Maps.
Proceedings of the ICDM 2009, 2009

Clustering Uncertain Data with Possible Worlds.
Proceedings of the 25th International Conference on Data Engineering, 2009

Anfragegetriebene Indizierung räumlicher Daten.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Sample synopses for approximate answering of group-by queries.
Proceedings of the EDBT 2009, 2009

GCIP: exploiting the generation and optimization of integration processes.
Proceedings of the EDBT 2009, 2009

Cardinality estimation in ETL processes.
Proceedings of the DOLAP 2009, 2009

k-ary search on modern processors.
Proceedings of the Fifth International Workshop on Data Management on New Hardware, 2009

Streaming Web Services and Standing Processes.
Proceedings of the Datenbanksysteme in Business, 2009

Stream-Based Web Service Invocation.
Proceedings of the Datenbanksysteme in Business, 2009

Systemübergreifende Kostennormalisierung für Integrationsprozesse.
Proceedings of the Datenbanksysteme in Business, 2009

Evaluation of Load Scheduling Strategies for Real-Time Data Warehouse Environments.
Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009

Merging OLTP and OLAP - Back to the Future - (Panel).
Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009

2008
Maintaining bounded-size sample synopses of evolving datasets.
VLDB J., 2008

Linked Bernoulli Synopses: Sampling along Foreign Keys.
Proceedings of the Scientific and Statistical Database Management, 2008

Sampling time-based sliding windows in bounded space.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Model-Driven Development of Complex and Data-Intensive Integration Processes.
Proceedings of the Model-Based Software and Data Integration, 2008

Pre analysis and clustering of uncertain data from manufacturing processes.
Proceedings of the LWA 2008, 2008

Message Indexing for Document-Oriented Integration Processes.
Proceedings of the ICEIS 2008, 2008

Model-Driven Generation and Optimization of Complex Integration Processes.
Proceedings of the ICEIS 2008, 2008

Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Poster session: Constrained dynamic physical database design.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

RiTE: Providing On-Demand Data for Right-Time Data Warehousing.
Proceedings of the 24th International Conference on Data Engineering, 2008

Designing Random Sample Synopses with Outliers.
Proceedings of the 24th International Conference on Data Engineering, 2008

DIPBench: An independent benchmark for Data-Intensive Integration Processes.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

DIPBench Toolsuite: A Framework for Benchmarking Integration Systems.
Proceedings of the 24th International Conference on Data Engineering, 2008

Quality of service and predictability in DBMS.
Proceedings of the EDBT 2008, 2008

Workload-based optimization of integration processes.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Improving Data Independence, Efficiency and Functional Flexibility of Integration Platforms.
Proceedings of the Forum at the CAiSE'08 Conference, Montpellier, France, June 18-20, 2008, 2008

An Advanced Transaction Model for Recovery Processing of Integration Processes.
Proceedings of the Advances in Databases and Information Systems, 2008

2007
On reservoir sampling with deletions.
Monde des Util. Anal. Données, 2007

Efficient exploitation of similar subexpressions for query processing.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Exploiting self-monitoring sample views for cardinality estimation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Cardinality estimation using sample views with quality assurance.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Maintaining bernoulli samples over evolving multisets.
Proceedings of the Twenty-Sixth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2007

Parameterfreies Clustering mittels Multi-Level Ansatz.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Data-Grey-BoxWeb Services in Data-Centric Environments.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Error-Aware Density-Based Clustering of Imprecise Measurement Values.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

An Approach for Incremental Semi-supervised SVM.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Representing Data Quality for Streaming and Static Data.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

BPEL DT - Data-Aware Extension for Data-Intensive Service Applications.
Proceedings of the Emerging Web Services Technology, 2007

BPEL-DT - Data-aware Extension of BPEL to Support Data-Intensive Service Applications.
Proceedings of the 2nd ECOWS07 Workshop on Emerging Web Services Technology, 2007

Der Einfluss der Datenverteilung auf die Performanz eines Data Warehouse.
Proceedings of the Datenbanksysteme in Business, 2007

Ein Nachrichtentransformationsmodell für komplexe Transformationsprozesse in datenzentrischen Anwendungsszenarien.
Proceedings of the Datenbanksysteme in Business, 2007

Towards Self-Optimization of Message Transformation Processes.
Proceedings of the Communications of the Eleventh East-European Conference on Advances in Databases and Information Systems, Varna, Bulgaria, September 29, 2007

Data-aware SOA for Gene Expression Analysis Processes.
Proceedings of the 2007 IEEE International Conference on Services Computing, 2007

2006
Schwerpunktthema Medizinische Informationssysteme.
Datenbank-Spektrum, 2006

Data Mining with the SAP Netweaver BI Accelerator.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

GignoMDA - Exploiting Cross-Layer Optimization for Complex Database Applications.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Optimistic Coarse-Grained Cache Semantics for Data Marts.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Materialized Views in the Presence of Reporting Functions.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Derby/S: a DBMS for sample-based query answering.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Two-phase clustering strategy for gene expression data sets.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Shrinked Data Marts Enabled for Negative Caching.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

GignoMDA - Generation of Complex Database Applications.
Proceedings of the Tagungsband zum 18. GI-Workshop über Grundlagen von Datenbanken (18th GI-Workshop on the Foundations of Databases), 2006

Zusammenführung der konzeptuellen Modelle für operative und analytische Daten in einem logischen Modell, dargestellt am Beispiel des Precision Dairy Farming.
Proceedings of the Land- und Ernährungswirtschaft im Wandel: Aufgaben und Herausforderungen für die Agrar- und Umweltinformatik, 2006

Topic 5: Parallel and Distributed Databases, Data Mining and Knowledge Discovery.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

Deferred Maintenance of Disk-Based Random Samples.
Proceedings of the Advances in Database Technology, 2006

06431 Working Group Report on Managing and Integrating Data in P2P Databases.
Proceedings of the Scalable Data Management in Evolving Networks, 22.10. - 27.10.2006, 2006

2005
Supporting the ETL-process by Web Service technologies.
Int. J. Web Grid Serv., 2005

Hierarchisches gruppenbasiertes Sampling.
Inform. Forsch. Entwickl., 2005

GignoMDA - modellgetriebene Entwicklung von Datenbankanwendungen.
Datenbank-Spektrum, 2005

Robust Real-time Query Processing with QStream.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Source-aware Join Strategies of Sensor Data Streams.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Optimizing Multiple Top-K Queries over Joins.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Integrated resource management for data stream systems.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Real-Time Scheduling for Data Stream Management Systems.
Proceedings of the 17th Euromicro Conference on Real-Time Systems (ECRTS 2005), 2005

Hierarchical Group-Based Sampling.
Proceedings of the Database: Enterprise, 2005

Data Management Support for Notification Services.
Proceedings of the Data Management in a Connected World, 2005

2004
Verknüpfung schwach-konsistenter Datenbankzustände in Grid-organisierten Rechnerstrukturen.
Datenbank-Spektrum, 2004

"XQery" - ein Überblick.
Datenbank-Spektrum, 2004

Data Mining und Data Warehousing.
Datenbank-Spektrum, 2004

QStream: Deterministic Querying of Data Streams.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Informationsbedarfsanalyse als Grundlage der Datenmodellierung in Rahmen des Precision Dairy Farming.
Proceedings of the Integration und Datensicherheit, 2004

Feingranulare Verarbeitung von XML-Strömen.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

Robust Data Management.
Proceedings of the Mobile Information Management, 24.-29. October 2004, 2004

2003
Nutzung von Datenbankdiensten in Data-Warehouse-Anwendungen.
it Inf. Technol., 2003

Entwurf und Betrieb von Data-Warehouse-Systemen.
it Inf. Technol., 2003

XML Stream Processing Quality.
Proceedings of the Database and XML Technologies, 2003

WebService-basierte Integration externer Datenquellen in relationale Datenbanksysteme.
Proceedings of the XMIDX 2003, XML Technologies für Middleware, 2003

COMBI-Operator: Database Support for Data Mining Applications.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Database Support for 3D-Protein Data Set Analysis.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

On Solving the View Selection Problem in Distributed Data Warehouse Architectures.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

SCINTRA: A Model for Quantifying Inconsistencies in Grid-Organized Sensor Database Systems.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Konsistenzquantifizierung in Grid-Datenbanksystemen.
Proceedings of the BTW 2003, 2003

XPath-Aware Chunking of XML-Documents.
Proceedings of the BTW 2003, 2003

2002
Contracting in the Days of eBusiness.
SIGMOD Rec., 2002

Processing Reporting Function Views in a Data Warehouse Environment.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

On the problem of generating common predecessors.
Proceedings of the DOLAP 2002, 2002

Extending data warehouses by semiconsistent views.
Proceedings of the Design and Management of Data Warehouses 2002, 2002

A Decathlon in Multidimensional Modeling: Open Issues and Some Solutions.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

Subskriptionsysteme - Marktplatz für omnipräsente Informationen.
Teubner-Texte zur Informatik 36, Teubner, ISBN: 978-3-519-00372-4, 2002

2001
'Publish/Subscribe'-Mechanismen in Data-Warehouse-Systemen.
Datenbank Rundbr., 2001

Arbeitskreis Konzepts des Data Warehousing.
Datenbank Rundbr., 2001

fAST Refresh using Mass Query Optimization.
Proceedings of the 17th International Conference on Data Engineering, 2001

Efficiently Synchronizing Multidimensional Schema Data.
Proceedings of the 4th ACM International Workshop on Data Warehousing and OLAP (DOLAP 2001), 2001

2000
Maintenance of Automatic Summary Tables.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Use and reuse of association rules in an OLAP environment.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

Using Semantics for Query Derivability in Data Warehouse Applications.
Proceedings of the Flexible Query Answering Systems, 2000

Query Optimization by Using Derivability in a Data Warehouse Environment.
Proceedings of the Third ACM International Workshop on Data Warehousing and OLAP (DOLAP 2000), 2000

Divide and aggregate: caching multidimensional objects.
Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000

An Alternative Relational OLAP Modeling Approach.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

1999
Multidimensionale Datenbanksysteme: Modellierung und Verarbeitung.
Teubner, ISBN: 978-3-519-00310-6, 1999

Management of Multidimensional Aggregates for Efficient Online Analytical Processing.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

Set-Derivability of Multidimensional Aggregates.
Proceedings of the Data Warehousing and Knowledge Discovery, 1999

Adaptive Präaggregation in multidimensionalen Datenbanksystemen.
Proceedings of the Datenbanksysteme in Büro, 1999

Data Mining in a Multidimensional Environment.
Proceedings of the Advances in Databases and Information Systems, 1999

1998
Aggregatverarbeitung in multidimensionalen Datenbanksystemen.
PhD thesis, 1998

Normal Forms for Multidimensional Databases.
Proceedings of the 10th International Conference on Scientific and Statistical Database Management, 1998

On-line Analytical Processing in Distributed Data Warehouses.
Proceedings of the 1998 International Database Engineering and Applications Symposium, 1998

Modellierung, verwaltung und Verwendung Multidimensionaler Aggregate.
Proceedings of the Data Mining und Data Warehousing, 1998

Modelling Large Scale OLAP Scenarios.
Proceedings of the Advances in Database Technology, 1998

Modeling of Census Data in a Multidimensional Environment.
Proceedings of the Advances in Databases and Information Systems, 1998

1997
Der GI-Arbeitskreis Multidimensionale Datenbanken stellt sich vor.
Datenbank Rundbr., 1997

Building a Real Data Warehouse for Market Research.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

A Redundancy-Based Optimization Approach for Aggregation in Multidimensional Scientific and Atatistical Databases.
Proceedings of the Database Systems for Advanced Applications '97, 1997

The Cube-Query-Languages (CQL) for Multidimensional Statistical and Scientific Database Systems.
Proceedings of the Database Systems for Advanced Applications '97, 1997

Über Aufbau und Auswertung multidimensionaler Daten.
Proceedings of the Datenbanksysteme in Büro, 1997

1996
Improving Query Response Time in Scientific Databases Using Data Aggregation - A Case Study.
Proceedings of the Seventh International Workshop on Database and Expert Systems Applications, 1996

CROSS-DB: A Feature-Extended Multidimensional Data Model for Statistical and Scientific Databases.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996


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