Facebook
Youtube
Toggle navigation
News
Teaching
Lectures and Courses
Information about examinations
Topics for Student Theses
Research
Publications
Our Group
Our Team
Contact
Legal Notice
Toggle navigation
 
News
Teaching
Lectures and Courses
Information about examinations
Topics for Student Theses
Research
Publications
Our Group
Our Team
Contact
Legal Notice
Exploratory Ad-Hoc Analytics for Big Data
Metamodeling Lightweight Data Compression Algorithms and its Application Scenarios
alpha to omega: the G(r)eek Alphabet of Sampling
Ingredient-based Forecast of Sold Dish Portions in Campus Canteen Kitchens
Adaptive Recovery for SCM-Enabled Databases
CSAR: the cross-sectional autoregression model for short and long-range forecasting
High-Throughput BitPacking Compression
Rethinking DRAM Caching for LSMs in an NVRAM Environment
Monitoring Strategic Business Goals with Argus
PostBOUND: PostgreSQL with Upper Bound SPJ Query Optimization
Cell Classification for Layout Recognition in Spreadsheets
Large-Scale Time Series Analytics – Novel Approaches for Generation and Prediction
Hardware-Accelerated Memory Operations on Large-Scale NUMA Systems
DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition
Frequent patterns in ETL workflows: An empirical approach
Column Scan Optimization by Increasing Intra-Instruction Parallelism.
To use or not to use the SIMD gather instruction?
Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms.
Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections
A Genetic-based Search for Adaptive Table Recognition in Spreadsheets
BOUNCE: Memory-Efficient SIMD Approach for Lightweight Integer Compression.
Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data
Column Scan Acceleration in Hybrid CPU-FPGA Systems.
FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan
RetroLive: Analysis of Relational Retrofitted Word Embeddings
AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing
XLIndy: Interactive Recognition and Information Extraction in Spreadsheets
Exercise assessment in trampoline sport by automated jump classification
Simplicity Done Right for Join Ordering
Adaptive Energy-Control for In-Memory Database Systems
To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models
Data Structure Engineering for Byte-Addressable Non-Volatile Memory
Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE
Context Similarity for Retrieval-Based Imputation
Assessing the Impact of Driving Bans with Data Analysis
Small Selectivities Matter: Lifting the Burden of Empty Samples
Pre-Trained Web Table Embeddings for Table Discovery
Learning from Textual Data in Database Systems
Multi-GPU Approximation for Silent Data Corruption of AN Codes
Data Science Meets High-Tech Manufacturing – The BTW 2021 Data Science Challenge
Cardinality estimation with local deep learning models
ImitAL: Learning Active Learning Strategies from Synthetic Data
ALWars: Combat-Based Evaluation of Active Learning Strategies
Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation
JumpXClass: Explainable AI for Jump Classification in Trampoline Sports
Sensor-based jump detection and classification with machine learning in trampoline gymnastics
Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation
Learned Selection Strategy for Lightweight Integer Compression Algorithms
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines
FacetE: Exploiting Web Tables for Domain-Specific Word Embedding Evaluation
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model
From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms
Make Larger Vector Register Sizes New Challenges?: Lessons Learned from the Area of Vectorized Lightweight Compression Algorithms
Aggregate-based Training Phase for ML-based Cardinality Estimation
Aggregate-based Training Phase for ML-based Cardinality Estimation
Multi-source data collection for state-of-the-art data analysis from ground-proximate images in sea ice classification
SIMD-MIMD Cocktail in a Hybrid Memory Glass: Shaken, not Stirred
Best of both worlds: combining traditional and machine learning models for cardinality estimation
A GraphBLAS implementation in pure Java
Analysis of Data Structures Involved in RPQ Evaluation
Graph Traversals for Regular Path Queries
Table Recognition in Spreadsheets via a Graph Representation
A value-based evaluation methodology for renewable energy supply prediction
Polymorphic Compressed Replication of Columnar Data in Scale-Up Hybrid Memory Systems
Particulate Matter Matters – The Data Science Challenge @ BTW 2019
Efficient Compute Node-Local Replication Mechanisms for NVRAM-Centric Data Structures
Fast Approximated Nearest Neighbor Joins For Relational Database Systems
Explore FREDDY: Fast Word Embeddings in Database Systems
Integer Compression in NVRAM-centric Data Stores – Comparative Experimental Analysis to DRAM
Efficient Compute Node-Local Replication Mechanisms for NVRAM-Centric Data Structures
CSAR: The Cross-sectional Autoregression Model
ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics
A Cost-based Storage Format Selector for Materialization in Big Data Frameworks
Modeling Customers and Products with Word Embeddings from Receipt Data
FREDDY: Fast Word Embeddings in Database Systems
Asynchronous Graph Pattern Matching on Multiprocessor Systems
Storage Class Memory and Databases: Opportunities and Challenges
Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems
An analysis of LSM caching in NVRAM
Query Processing Based on Compressed Intermediates
Balancing Performance and Energy for Lightweight Data Compression Algorithms
Declarative Graph Querying in Practice and Theory
An Analysis of the Feasibility of Graph Compression Techniques for Indexing Regular Path Queries
Runtime Model for Role-based Software Systems
Big Graph Data Analytics on Single Machines – An Overview
Declarative Multidimensional Graph Queries
Cardinality estimation in ETL processes
An ALBERT-based Similarity Measure for Mathematical Answer Retrieval
RecipeGM: A Hierarchical Recipe Generation Model
TU_DBS in the ARQMath Lab 2021, CLEF
Vectorizing Database Column Scans with Complex Predicates
Active Learning for Spreadsheet Cell Classification
Big Data causing Big (TLB) Problems: Taming Random Memory Accesses on the GPU
Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems
Extracting Operator Trees from Model Embeddings
SPARQLytics: Multidimensional Analytics for RDF
WeakAL: Combining Active Learning and Weak Supervision
The Time Has Come: Traversal and Reachability in Time-Varying Graphs
Teaching BERT Mathematics
Heterogeneity-Aware Operator Placement in Column-Store DBMS
Top-k entity augmentation using consistent set covering
Serviceorientierte Architektur im Precision Dairy Farming aus der Perspektive der Informatik
GRAPHITE: An Extensible Graph Traversal Framework for Relational Database Management Systems
Towards a web-scale data management ecosystem demonstrated by SAP HANA
Using Cloud Technologies to Optimize Data-Intensive Service Applications
Real-Time BI and Situational Analysis
The Planning OLAP Model – A Multidimensional Model with Planning Support
Optimierung der Anfrageverarbeitung mittels Kompression der Zwischenergebnisse
Evolving Ensemble-Clustering to a Feedback-Driven Process
Energy-aware Data Stream Management
Towards Integrated Data Analytics: Time Series Forecasting in DBMS
Towards Programmability of a NUMA-Aware Storage Engine
Visual Decision Support for Ensemble Clustering
Data-Warehousing 3.0 – Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory-Technologie
Non-uniformity issues and workarounds in bounded-size sampling
SCIT: A Schema Change Interpretation Tool for Dynamic-Schema Data Warehouses
One Clustering Process Fits All – A Visually Guided Ensemble Approach
The State of Open Data – Limits of Current Open Data Platforms
Dr. Dean Jacobs
Cherry picking in database languages
Special issue on best papers of VLDB 2011
A Plan for OLAP
Report on the second international workshop on energy data management (EnDM 2013)
Pairwise Element Computation with MapReduce
Report on the first international workshop on energy data management (EnDM 2012)
Plan Operator Specialization using Reflective Compiler Techniques
Database as a service (DBaaS)
Optimizing Sample Design for Approximate Query Processing
Exploiting big data in time series forecasting: A cross-sectional approach
Ein begriffsbasierter Ansatz zur semantischen Extraktion von Datenbankschemata
SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform
Highspeed Graph Processing Exploiting Main-Memory Column Stores
How to juggle columns: an entropy-based approach for table compression
OPEN – Enabling Non-expert Users to Extract, Integrate, and Analyze Open Data
Database Evolution for Software Product Lines
An XML-Based Streaming Concept for Business Process Execution
Identifying And Weighting Integration Hypotheses On Open Data Platforms
CoDEL – A Relationally Complete Language for Database Evolution
Process-based Data Streaming in Service-oriented Environments – Application and Technique
DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data
Modularisierung leichtgewichtiger Kompressionsalgorithmen
A Sample Advisor for Approximate Query Processing
The SAP HANA Database – An Architecture Overview
Relationships for Dynamic Data Types in RSQL
Fast integer compression using SIMD instructions
Model-based Integration of Past & Future in TimeTravel
Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments
Approximate Query Answering and Result Refinement on XML Data
A high-throughput in-memory index, durable on flash-based SSD: insights into the winning solution of the SIGMOD programming contest 2011
SpMacho – Optimizing Sparse Linear Algebra Expressions with Probabilistic Density Estimation
Serviceorientierte Architekturen im Precision Dairy Farming (Vorwort)
Die Datenbankforschungsgruppe der Technischen Universität Dresden stellt sich vor
From Static to Agile – Interactive Particle Physics Analysis in the SAP HANA DB
Listen to the customer: model-driven database design
Special section on large-scale analytics
Resiliency-aware Data Compression for In-memory Database Systems
GPU-Based Speculative Query Processing for Database Operations
Frontiers in Crowdsourced Data Integration
Aktuellen Zuständen von Märkten auf der Spur: Analyseinstrumente zur Erfassung dynamischer Marktdaten
Feature-based Comparison and Generation of Time Series
Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores
Online Bit Flip Detection for In-Memory B-Trees Live!
Invisible Deployment of Integration Processes
Cost-based vectorization of instance-based integration processes
Big Data-Zentren – Vorstellung und Panel
Systemübergreifende Kostennormalisierung für Integrationsprozesse
Evaluating the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for In-Memory Database Systems
Resiliency-Aware Data Management
SAP HANA – From Relational OLAP Database to Big Data Infrastructure
Cost-Based Vectorization of Instance-Based Integration Processes
SAP HANA database: data management for modern business applications
Cache-Efficient Aggregation: Hashing Is Sorting
Vectorizing Instance-Based Integration Processes
To share or not to share vector registers?
Bridging Two Worlds with RICE Integrating R into the SAP In-Memory Computing Engine
Instant Recovery for Main Memory Databases
GCIP: exploiting the generation and optimization of integration processes
Letter from the VLDB 2011 Research Track Co-Chair
GRAPHITE: an extensible graph traversal framework for relational database management systems
Innovative Process Execution in Service-oriented Environments
In-memory Databases in Business Information Systems
Robust Cardinality Estimation for Subgraph Isomorphism Queries on Property Graphs
How to Control Clustering Results? Flexible Clustering Aggregation
In-Memory-Datenmanagement in betrieblichen Anwendungssystemen
Modeling Large Time Series for Efficient Approximate Query Processing
How to Screen a Data Stream – Quality-Driven Load Shedding in Sensor Data Streams
Echtzeit-Data-Warehouse-Systeme
POIESIS: a Tool for Quality-aware ETL Process Redesign
Merging OLTP and OLAP – Back to the Future – (Panel)
Hybride Datenbankarchitekturen am Beispiel der neuen SAP In-Memory-Technologie
Query processing on low-energy many-core processors
Standing Processes in Service-Oriented Environments
Sample Footprints für Data-Warehouse-Datenbanken
Putting Web Tables into Context
Relaxation of subgraph queries delivering empty results
Stream-Based Web Service Invocation
Representing Data Quality in Sensor Data Streaming Environments
Enjoy FRDM – play with a schema-flexible RDBMS
Streaming Web Services and Standing Processes
Robust Distributed Top-N Frequent Pattern Mining Using the SAP BW Accelerator
DebEAQ – debugging empty-answer queries on large data graphs
HASHI: An Application Specific Instruction Set Extension for Hashing
Sample synopses for approximate answering of group-by queries
Multi-objective scheduling for real-time data warehouses
An application-specific instruction set for accelerating set-oriented database primitives
Global Slope Change Synopses for Measurement Maps
Partition-based workload scheduling in living data warehouse environments
Energy-Efficient Databases Using Sweet Spot Frequencies
Drift-Aware Ensemble Regression
Maintaining bounded-size sample synopses of evolving datasets
A study of partitioning and parallel UDF execution with the SAP HANA database
k-ary search on modern processors
Schwerpunktthema Medizinische Informationssysteme
Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware
Multi-Objective Scheduling for Real-Time Data Warehouses
Hierarchisches gruppenbasiertes Sampling
Modular Data Clustering – Algorithm Design beyond MapReduce
GignoMDA – modellgetriebene Entwicklung von Datenbankanwendungen
Cinderella – Adaptive online partitioning of irregularly structured data
Evaluation of Load Scheduling Strategies for Real-Time Data Warehouse Environments
Supporting the ETL-process by Web Service technologies
RSQL – a query language for dynamic data types
Model kit for lightweight data compression algorithms
Data Mining und Data Warehousing
Improving in-memory database index performance with Intel Transactional Synchronization Extensions
Anfragegetriebene Indizierung räumlicher Daten
Verknüpfung schwach-konsistenter Datenbankzustände in Grid-organisierten Rechnerstrukturen
Demonstrating efficient query processing in heterogeneous environments
Feature-aware forecasting of large-scale time series data sets
Clustering Uncertain Data with Possible Worlds
XQuery – Ein Überblick
SLACID – sparse linear algebra in a column-oriented in-memory database system
Improving Data Independence, Efficiency and Functional Flexibility of Integration Platforms
Entwurf und Betrieb von Data-Warehouse-Systemen
ERIS live: a NUMA-aware in-memory storage engine for tera-scale multiprocessor systems
An Advanced Transaction Model for Recovery Processing of Integration Processes
Nutzung von Datenbankdiensten in Data-Warehouse-Anwendungen
A Query, a Minute: Evaluating Performance Isolation in Cloud Databases
DIPBench Toolsuite: A Framework for Benchmarking Integration Systems
Contracting in the Days of eBusiness
ERIS: A NUMA-Aware In-Memory Storage Engine for Analytical Workload
DIPBench: An independent benchmark for Data-Intensive Integration Processes
Arbeitskreis Konzepts des Data Warehousing
Online bit flip detection for in-memory B-trees on unreliable hardware
Compression-Aware In-Memory Query Processing: Vision, System Design, and Beyond
Message Indexing for Document-Oriented Integration Processes
Publish/Subscribe’-Mechanismen in Data-Warehouse-Systemen
SOFORT: a hybrid SCM-DRAM storage engine for fast data recovery
Model-Driven Generation and Optimization of Complex Integration Processes
GRATIN: Accelerating Graph Traversals in Main-Memory Column Stores
Workload-based optimization of integration processes
Dynamic fine-grained scheduling for energy-efficient main-memory queries
Sampling time-based sliding windows in bounded space
Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses).
SynopSys: Foundations for Multidimensional Graph Analytics
Linked Bernoulli Synopses: Sampling along Foreign Keys
Quality Measures for ETL Processes
Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms.
Designing Random Sample Synopses with Outliers
A Framework for User-Centered Declarative ETL
Quality of service and predictability in DBMS
ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems
RiTE: Providing On-Demand Data for Right-Time Data Warehousing
Systematical Evaluation of Solar Energy Supply Forecasts
Poster session: Constrained dynamic physical database design
GraphMCS: Discover the Unknown in Large Data Graphs
Pre analysis and clustering of uncertain data from manufacturing processes
Top-k Differential Queries in Graph Databases
Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA
Flexs – A Logical Model for Physical Data Layout
Ein Nachrichtentransformationsmodell für komplexe Transformationsprozesse in datenzentrischen Anwendungsszenarien
Flexible Relational Data Model – A Common Ground for Schema-Flexible Database Systems
Towards Self-Optimization of Message Transformation Processes
Enhancing Named Entity Extraction by Effectively Incorporating the Crowd
An Approach for Incremental Semi-supervised SVM
Efficient forecasting for hierarchical time series
Maintaining bernoulli samples over evolving multisets
pEDM: online-forecasting for smart energy analytics
Parameterfreies Clustering mittels Multi-Level Ansatz
Publish-time data integration for open data platforms
Data-Grey-BoxWeb Services in Data-Centric Environments
DrillBeyond: Open-World SQL Queries Using Web Tables
Data-aware SOA for Gene Expression Analysis Processes
DeExcelerator: a framework for extracting relational data from partially structured documents
BPEL-DT – Data-aware Extension of BPEL to Support Data-Intensive Service Applications
Transparent Forecasting Strategies in Database Management Systems
Error-Aware Density-Based Clustering of Imprecise Measurement Values
Forecasting the data cube: A model configuration advisor for multi-dimensional data sets
Representing Data Quality for Streaming and Static Data
Advanced Analytics with the SAP HANA Database
Cardinality estimation using sample views with quality assurance
Pack Indexing for Time-Constrained In-Memory Query Processing
Exploiting self-monitoring sample views for cardinality estimation
The HELLS-join: a heterogeneous stream join for extremely large windows
Setting Goals and Choosing Metrics for Recommender System Evaluations
Der Einfluss der Datenverteilung auf die Performanz eines Data Warehouse
Stream Join Processing on Heterogeneous Processors
Partition-based workload scheduling in living data warehouse environments
Bringing Linear Algebra Objects to Life in a Column-Oriented In-Memory Database
Efficient exploitation of similar subexpressions for query processing
Bringing Linear Algebra Objects to Life in a Column-Oriented In-Memory Database
06431 Working Group Report on Managing and Integrating Data in P2P Databases
Optimizing GPU-accelerated Group-By and Aggregation
Experimental Evaluation of NUMA Effects on Database Management Systems
Deferred Maintenance of Disk-Based Random Samples
QPPT: Query Processing on Prefix Trees
A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets
Query processing on prefix trees live
Materialized Views in the Presence of Reporting Functions
Heterogeneous Query Optimization
SAP HANA distributed in-memory database system: Transaction, session, and metadata management
GignoMDA – Exploiting Cross-Layer Optimization for Complex Database Applications
Energy-efficient in-memory database computing
Two-Phase Clustering Strategy for Gene Expression Data Sets
Main-Memory Centric Data Management – Open Problems and Some Solutions
Two-phase clustering strategy for gene expression data sets
HW/SW-Database-CoDesign for Compressed Bitmap Index Processing
Forecasting in hierarchical environments
Derby/S: a DBMS for sample-based query answering
BUZZARD: a NUMA-aware in-memory indexing system
Multi-GPU Approximation Methods for Silent Data Corruption of AN-Coding
Data Mining with the SAP Netweaver BI Accelerator
Research challenges for energy data management (panel)
GignoMDA – Generation of Complex Database Applications
SynopSys: large graph analytics in the SAP HANA database through summarization
Zusammenführung der konzeptuellen Modelle für operative und analytische Daten in einem logischen Modell, dargestellt am Beispiel des Precision Dairy Farming
The Graph Story of the SAP HANA Database
Conflict Detection-Based Run-Length Encoding-AVX-512 CD Instruction Set in Action
Optimistic Coarse-Grained Cache Semantics for Data Marts
Scalable frequent itemset mining on many-core processors
The Orchestration Stack: The Impossible Task of Designing Software for Unknown Future Post-CMOS Hardware
Shrinked Data Marts Enabled for Negative Caching
pcApriori: scalable apriori for multiprocessor systems
Topic 5: Parallel and Distributed Databases, Data Mining and Knowledge Discovery
Optimized renewable energy forecasting in local distribution networks
Integrated resource management for data stream systems
Rethinking Energy Data Management: Trends and Challenges in Today’s Transforming Markets
Table Identification and Reconstruction in Spreadsheets
Hierarchical Group-Based Sampling
Leveraging flexible data management with graph databases
Optimizing Multiple Top-K Queries over Joins
Model-Driven Integration of Compression Algorithms in Column-Store Database Systems
SMIX: self-managing indexes for dynamic workloads
Data Management Support for Notification Services
Towards a Role-Based Contextual Database
Data management in the MIRABEL smart grid system
Source-aware Join Strategies of Sensor Data Streams
Limitations of Intra-operator Parallelism Using Heterogeneous Computing Resources
Flexible Information Management, Exploration and Analysis in SAP HANA
Real-Time Scheduling for Data Stream Management Systems
Template-based Time Series Generation with Loom
Partitioning and Multi-core Parallelization of Multi-equation Forecast Models
Robust Real-time Query Processing with QStream
Efficient Integration of External Information into Forecast Models from the Energy Domain
Robust Data Management
Topology-aware optimization of big sparse matrices and matrix multiplications on main-memory systems
QStream: Deterministic Querying of Data Streams
Penalized graph partitioning based allocation strategy for database-as-a-service systems
Pathways to servers of the future
Feingranulare Verarbeitung von XML-Strömen
Penalized Graph Partitioning for Static and Dynamic Load Balancing
Optimizing Notifications of Subscription-Based Forecast Queries
Informationsbedarfsanalyse als Grundlage der Datenmodellierung in Rahmen des Precision Dairy Farming
Real-Time Business Intelligence in the MIRABEL Smart Grid System
On Solving the View Selection Problem in Distributed Data Warehouse Architectures
HUGS – A Lightweight Graph Partitioning Approach
F2DB: The Flash-Forward Database System
Database Support for 3D-Protein Data Set Analysis
Architecture of a Multi-domain Processing and Storage Engine
Sample-based forecasting exploiting hierarchical time series
Overview on Hardware Optimizations for Database Engines
Living in Parallel Realities – Co-Existing Schema Versions with a Bidirectional Database Evolution Language
XPath-Aware Chunking of XML-Documents
ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results
Explorative Multi-View Clustering Using Frequent-Groupings
Konsistenzquantifizierung in Grid-Datenbanksystemen
On testing persistent-memory-based software
KISS-Tree: smart latch-free in-memory indexing on modern architectures
Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources
SCINTRA: A Model for Quantifying Inconsistencies in Grid-Organized Sensor Database Systems
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory
SMIX Live – A Self-Managing Index Infrastructure for Dynamic Workloads
InVerDa – The Liquid Database
A Machine Learning Approach for Layout Inference in Spreadsheets
WebService-basierte Integration externer Datenquellen in relationale Datenbanksysteme
Efficient Approximate OLAP Querying Over Time Series
Efficient transaction processing in SAP HANA database: the end of a column store myth
XML Stream Processing Quality
Web-based Benchmarks for Forecasting Systems: The ECAST Platform
Adaptive Index Buffer
Heterogeneous Placement Optimization for Database Query Processing
InVerDa – co-existing schema versions made foolproof
COMBI-Operator: Database Support for Data Mining Applications
MulTe: A Multi-Tenancy Database Benchmark Framework
A Decathlon in Multidimensional Modeling: Open Issues and Some Solutions
Needles in the haystack – Tackling Bit Flips in Lightweight Data Compression
Efficient In-Memory Indexing with Generalized Prefix Trees
Processing Reporting Function Views in a Data Warehouse Environment
Robust and simple database evolution
A Flexible Graph-Based Data Model Supporting Incremental Schema Design and Evolution
On the problem of generating common predecessors
Forcasting Evolving Time Series of Energy Demand and Supply
Extending data warehouses by semiconsistent views
Context-Aware Parameter Estimation for Forecast Models in the Energy Domain
fAST Refresh using Mass Query Optimization
A Domain-Specific Language for Do-It-Yourself Analytical Mashups
Efficiently Synchronizing Multidimensional Schema Data
Dealing with Uncertainty: An Empirical Study on the Relevance of Renewable Energy Forecasting Methods
Offline Design Tuning for Hierarchies of Forecast Models
Query Optimization by Using Derivability in a Data Warehouse Environment
Sprachraumerstellung als Bestandteil der Geschäftsprozessmodellierung in SOA
Using Semantics for Query Derivability in Data Warehouse Applications
Next Generation Database Programming and Execution Environment
Design of a Portable Programming Abstraction for Data Transformations.
An Alternative Relational OLAP Modeling Approach
Browsing Robust Clustering-Alternatives
Use and reuse of association rules in an OLAP environment
Browsing Robust Clustering-Alternatives
Divide and aggregate: caching multidimensional objects
Touch it, Mine it, View it, Shape it
Maintenance of Automatic Summary Tables
MorphStore-In-Memory Query Processing based on Morphing Compressed Intermediates LIVE
Hybrid Data-Flow Graphs for Procedural Domain-Specific Query Languages
Big by blocks: modular analytics
Generating What-If Scenarios for Time Series Data
The Planning OLAP Model – A Multidimensional Model with Planning Support
First Investigations of the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for Database Systems
Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE
Logical Data Independence in the 21st Century – Co-Existing Schema Versions with InVerDa
Private Table Database Virtualization for DBaaS
Quality measures for ETL processes: from goals to implementation
Cost-based Business Process Deployment Advisor
Challenges for Context-Driven Time Series Forecasting
Fighting the Duplicates in Hashing: Conflict Detection-aware Vectorization of Linear Probing
Towards a Hybrid Imputation Approach Using Web Tables
Efficient In-Database Maintenance of ARIMA Models
Answering “Why Empty?” and “Why So Many?” queries in graph databases
Column-specific context extraction for web tables
Memory-efficient frequent-itemset mining
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads
Beyond Straightforward Vectorization of Lightweight Data Compression Algorithms for Larger Vector Sizes.
From Web Tables to Concepts: A Semantic Normalization Approach
Fast Sorted-Set Intersection using SIMD Instructions
AL: unified analytics in domain specific terms
Feature-driven Time Series Generation
Managed Query Processing within the SAP HANA Database Platform
A Benchmark Framework for Data Compression Techniques
Data-Warehousing 3.0 – Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory Technologie
GraphVista: Interactive Exploration Of Large Graphs
Multi-flow Optimization via Horizontal Message Queue Partitioning
Considering User Intention in Differential Graph Queries
Direct Transformation Techniques for Compressed Data: General Approach and Application Scenarios
Multi-process Optimization Via Horizontal Message Queue Partitioning
On-demand re-optimization of integration flows
Building the Dresden Web Table Corpus: A Classification Approach
Indexing forecast models for matching and maintenance
Online horizontal partitioning of heterogeneous data
Supporting Gene Expression Analysis Processes by a Service-Oriented Platform
DrillBeyond: processing multi-result open world SQL queries
Annotationsbasierte Prozessmodellierung in SOA – dargestellt an einem Beispiel aus dem Precision Dairy Farming
A Query, a Minute: Evaluating Performance Isolation in Cloud Databases
Exploratory Ad-Hoc Analytics for Big Data
Metamodeling Lightweight Data Compression Algorithms and its Application Scenarios
alpha to omega: the G(r)eek Alphabet of Sampling
Ingredient-based Forecast of Sold Dish Portions in Campus Canteen Kitchens
Adaptive Recovery for SCM-Enabled Databases
CSAR: the cross-sectional autoregression model for short and long-range forecasting
High-Throughput BitPacking Compression
Rethinking DRAM Caching for LSMs in an NVRAM Environment
Monitoring Strategic Business Goals with Argus
PostBOUND: PostgreSQL with Upper Bound SPJ Query Optimization
Cell Classification for Layout Recognition in Spreadsheets
Large-Scale Time Series Analytics – Novel Approaches for Generation and Prediction
Hardware-Accelerated Memory Operations on Large-Scale NUMA Systems
DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition
Frequent patterns in ETL workflows: An empirical approach
Column Scan Optimization by Increasing Intra-Instruction Parallelism.
To use or not to use the SIMD gather instruction?
Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms.
Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections
A Genetic-based Search for Adaptive Table Recognition in Spreadsheets
BOUNCE: Memory-Efficient SIMD Approach for Lightweight Integer Compression.
Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data
Column Scan Acceleration in Hybrid CPU-FPGA Systems.
FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan
RetroLive: Analysis of Relational Retrofitted Word Embeddings
AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing
XLIndy: Interactive Recognition and Information Extraction in Spreadsheets
Exercise assessment in trampoline sport by automated jump classification
Simplicity Done Right for Join Ordering
Adaptive Energy-Control for In-Memory Database Systems
To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models
Data Structure Engineering for Byte-Addressable Non-Volatile Memory
Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE
Context Similarity for Retrieval-Based Imputation
Assessing the Impact of Driving Bans with Data Analysis
Small Selectivities Matter: Lifting the Burden of Empty Samples
Pre-Trained Web Table Embeddings for Table Discovery
Learning from Textual Data in Database Systems
Multi-GPU Approximation for Silent Data Corruption of AN Codes
Data Science Meets High-Tech Manufacturing – The BTW 2021 Data Science Challenge
Cardinality estimation with local deep learning models
ImitAL: Learning Active Learning Strategies from Synthetic Data
ALWars: Combat-Based Evaluation of Active Learning Strategies
Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation
JumpXClass: Explainable AI for Jump Classification in Trampoline Sports
Sensor-based jump detection and classification with machine learning in trampoline gymnastics
Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation
Learned Selection Strategy for Lightweight Integer Compression Algorithms
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines
FacetE: Exploiting Web Tables for Domain-Specific Word Embedding Evaluation
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model
From a Comprehensive Experimental Survey to a Cost-based Selection Strategy for Lightweight Integer Compression Algorithms
Make Larger Vector Register Sizes New Challenges?: Lessons Learned from the Area of Vectorized Lightweight Compression Algorithms
Aggregate-based Training Phase for ML-based Cardinality Estimation
Aggregate-based Training Phase for ML-based Cardinality Estimation
Multi-source data collection for state-of-the-art data analysis from ground-proximate images in sea ice classification
SIMD-MIMD Cocktail in a Hybrid Memory Glass: Shaken, not Stirred
Best of both worlds: combining traditional and machine learning models for cardinality estimation
A GraphBLAS implementation in pure Java
Analysis of Data Structures Involved in RPQ Evaluation
Graph Traversals for Regular Path Queries
Table Recognition in Spreadsheets via a Graph Representation
A value-based evaluation methodology for renewable energy supply prediction
Polymorphic Compressed Replication of Columnar Data in Scale-Up Hybrid Memory Systems
Particulate Matter Matters – The Data Science Challenge @ BTW 2019
Efficient Compute Node-Local Replication Mechanisms for NVRAM-Centric Data Structures
Fast Approximated Nearest Neighbor Joins For Relational Database Systems
Explore FREDDY: Fast Word Embeddings in Database Systems
Integer Compression in NVRAM-centric Data Stores – Comparative Experimental Analysis to DRAM
Efficient Compute Node-Local Replication Mechanisms for NVRAM-Centric Data Structures
CSAR: The Cross-sectional Autoregression Model
ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics
A Cost-based Storage Format Selector for Materialization in Big Data Frameworks
Modeling Customers and Products with Word Embeddings from Receipt Data
FREDDY: Fast Word Embeddings in Database Systems
Asynchronous Graph Pattern Matching on Multiprocessor Systems
Storage Class Memory and Databases: Opportunities and Challenges
Memory Management Techniques for Large-Scale Persistent-Main-Memory Systems
An analysis of LSM caching in NVRAM
Query Processing Based on Compressed Intermediates
Balancing Performance and Energy for Lightweight Data Compression Algorithms
Declarative Graph Querying in Practice and Theory
An Analysis of the Feasibility of Graph Compression Techniques for Indexing Regular Path Queries
Runtime Model for Role-based Software Systems
Big Graph Data Analytics on Single Machines – An Overview
Declarative Multidimensional Graph Queries
Cardinality estimation in ETL processes
An ALBERT-based Similarity Measure for Mathematical Answer Retrieval
RecipeGM: A Hierarchical Recipe Generation Model
TU_DBS in the ARQMath Lab 2021, CLEF
Vectorizing Database Column Scans with Complex Predicates
Active Learning for Spreadsheet Cell Classification
Big Data causing Big (TLB) Problems: Taming Random Memory Accesses on the GPU
Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems
Extracting Operator Trees from Model Embeddings
SPARQLytics: Multidimensional Analytics for RDF
WeakAL: Combining Active Learning and Weak Supervision
The Time Has Come: Traversal and Reachability in Time-Varying Graphs
Teaching BERT Mathematics
Heterogeneity-Aware Operator Placement in Column-Store DBMS
Top-k entity augmentation using consistent set covering
Serviceorientierte Architektur im Precision Dairy Farming aus der Perspektive der Informatik
GRAPHITE: An Extensible Graph Traversal Framework for Relational Database Management Systems
Towards a web-scale data management ecosystem demonstrated by SAP HANA
Using Cloud Technologies to Optimize Data-Intensive Service Applications
Real-Time BI and Situational Analysis
The Planning OLAP Model – A Multidimensional Model with Planning Support
Optimierung der Anfrageverarbeitung mittels Kompression der Zwischenergebnisse
Evolving Ensemble-Clustering to a Feedback-Driven Process
Energy-aware Data Stream Management
Towards Integrated Data Analytics: Time Series Forecasting in DBMS
Towards Programmability of a NUMA-Aware Storage Engine
Visual Decision Support for Ensemble Clustering
Data-Warehousing 3.0 – Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory-Technologie
Non-uniformity issues and workarounds in bounded-size sampling
SCIT: A Schema Change Interpretation Tool for Dynamic-Schema Data Warehouses
One Clustering Process Fits All – A Visually Guided Ensemble Approach
The State of Open Data – Limits of Current Open Data Platforms
Dr. Dean Jacobs
Cherry picking in database languages
Special issue on best papers of VLDB 2011
A Plan for OLAP
Report on the second international workshop on energy data management (EnDM 2013)
Pairwise Element Computation with MapReduce
Report on the first international workshop on energy data management (EnDM 2012)
Plan Operator Specialization using Reflective Compiler Techniques
Database as a service (DBaaS)
Optimizing Sample Design for Approximate Query Processing
Exploiting big data in time series forecasting: A cross-sectional approach
Ein begriffsbasierter Ansatz zur semantischen Extraktion von Datenbankschemata
SAP HANA: The Evolution from a Modern Main-Memory Data Platform to an Enterprise Application Platform
Highspeed Graph Processing Exploiting Main-Memory Column Stores
How to juggle columns: an entropy-based approach for table compression
OPEN – Enabling Non-expert Users to Extract, Integrate, and Analyze Open Data
Database Evolution for Software Product Lines
An XML-Based Streaming Concept for Business Process Execution
Identifying And Weighting Integration Hypotheses On Open Data Platforms
CoDEL – A Relationally Complete Language for Database Evolution
Process-based Data Streaming in Service-oriented Environments – Application and Technique
DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data
Modularisierung leichtgewichtiger Kompressionsalgorithmen
A Sample Advisor for Approximate Query Processing
The SAP HANA Database – An Architecture Overview
Relationships for Dynamic Data Types in RSQL
Fast integer compression using SIMD instructions
Model-based Integration of Past & Future in TimeTravel
Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments
Approximate Query Answering and Result Refinement on XML Data
A high-throughput in-memory index, durable on flash-based SSD: insights into the winning solution of the SIGMOD programming contest 2011
SpMacho – Optimizing Sparse Linear Algebra Expressions with Probabilistic Density Estimation
Serviceorientierte Architekturen im Precision Dairy Farming (Vorwort)
Die Datenbankforschungsgruppe der Technischen Universität Dresden stellt sich vor
From Static to Agile – Interactive Particle Physics Analysis in the SAP HANA DB
Listen to the customer: model-driven database design
Special section on large-scale analytics
Resiliency-aware Data Compression for In-memory Database Systems
GPU-Based Speculative Query Processing for Database Operations
Frontiers in Crowdsourced Data Integration
Aktuellen Zuständen von Märkten auf der Spur: Analyseinstrumente zur Erfassung dynamischer Marktdaten
Feature-based Comparison and Generation of Time Series
Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores
Online Bit Flip Detection for In-Memory B-Trees Live!
Invisible Deployment of Integration Processes
Cost-based vectorization of instance-based integration processes
Big Data-Zentren – Vorstellung und Panel
Systemübergreifende Kostennormalisierung für Integrationsprozesse
Evaluating the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for In-Memory Database Systems
Resiliency-Aware Data Management
SAP HANA – From Relational OLAP Database to Big Data Infrastructure
Cost-Based Vectorization of Instance-Based Integration Processes
SAP HANA database: data management for modern business applications
Cache-Efficient Aggregation: Hashing Is Sorting
Vectorizing Instance-Based Integration Processes
To share or not to share vector registers?
Bridging Two Worlds with RICE Integrating R into the SAP In-Memory Computing Engine
Instant Recovery for Main Memory Databases
GCIP: exploiting the generation and optimization of integration processes
Letter from the VLDB 2011 Research Track Co-Chair
GRAPHITE: an extensible graph traversal framework for relational database management systems
Innovative Process Execution in Service-oriented Environments
In-memory Databases in Business Information Systems
Robust Cardinality Estimation for Subgraph Isomorphism Queries on Property Graphs
How to Control Clustering Results? Flexible Clustering Aggregation
In-Memory-Datenmanagement in betrieblichen Anwendungssystemen
Modeling Large Time Series for Efficient Approximate Query Processing
How to Screen a Data Stream – Quality-Driven Load Shedding in Sensor Data Streams
Echtzeit-Data-Warehouse-Systeme
POIESIS: a Tool for Quality-aware ETL Process Redesign
Merging OLTP and OLAP – Back to the Future – (Panel)
Hybride Datenbankarchitekturen am Beispiel der neuen SAP In-Memory-Technologie
Query processing on low-energy many-core processors
Standing Processes in Service-Oriented Environments
Sample Footprints für Data-Warehouse-Datenbanken
Putting Web Tables into Context
Relaxation of subgraph queries delivering empty results
Stream-Based Web Service Invocation
Representing Data Quality in Sensor Data Streaming Environments
Enjoy FRDM – play with a schema-flexible RDBMS
Streaming Web Services and Standing Processes
Robust Distributed Top-N Frequent Pattern Mining Using the SAP BW Accelerator
DebEAQ – debugging empty-answer queries on large data graphs
HASHI: An Application Specific Instruction Set Extension for Hashing
Sample synopses for approximate answering of group-by queries
Multi-objective scheduling for real-time data warehouses
An application-specific instruction set for accelerating set-oriented database primitives
Global Slope Change Synopses for Measurement Maps
Partition-based workload scheduling in living data warehouse environments
Energy-Efficient Databases Using Sweet Spot Frequencies
Drift-Aware Ensemble Regression
Maintaining bounded-size sample synopses of evolving datasets
A study of partitioning and parallel UDF execution with the SAP HANA database
k-ary search on modern processors
Schwerpunktthema Medizinische Informationssysteme
Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware
Multi-Objective Scheduling for Real-Time Data Warehouses
Hierarchisches gruppenbasiertes Sampling
Modular Data Clustering – Algorithm Design beyond MapReduce
GignoMDA – modellgetriebene Entwicklung von Datenbankanwendungen
Cinderella – Adaptive online partitioning of irregularly structured data
Evaluation of Load Scheduling Strategies for Real-Time Data Warehouse Environments
Supporting the ETL-process by Web Service technologies
RSQL – a query language for dynamic data types
Model kit for lightweight data compression algorithms
Data Mining und Data Warehousing
Improving in-memory database index performance with Intel Transactional Synchronization Extensions
Anfragegetriebene Indizierung räumlicher Daten
Verknüpfung schwach-konsistenter Datenbankzustände in Grid-organisierten Rechnerstrukturen
Demonstrating efficient query processing in heterogeneous environments
Feature-aware forecasting of large-scale time series data sets
Clustering Uncertain Data with Possible Worlds
XQuery – Ein Überblick
SLACID – sparse linear algebra in a column-oriented in-memory database system
Improving Data Independence, Efficiency and Functional Flexibility of Integration Platforms
Entwurf und Betrieb von Data-Warehouse-Systemen
ERIS live: a NUMA-aware in-memory storage engine for tera-scale multiprocessor systems
An Advanced Transaction Model for Recovery Processing of Integration Processes
Nutzung von Datenbankdiensten in Data-Warehouse-Anwendungen
A Query, a Minute: Evaluating Performance Isolation in Cloud Databases
DIPBench Toolsuite: A Framework for Benchmarking Integration Systems
Contracting in the Days of eBusiness
ERIS: A NUMA-Aware In-Memory Storage Engine for Analytical Workload
DIPBench: An independent benchmark for Data-Intensive Integration Processes
Arbeitskreis Konzepts des Data Warehousing
Online bit flip detection for in-memory B-trees on unreliable hardware
Compression-Aware In-Memory Query Processing: Vision, System Design, and Beyond
Message Indexing for Document-Oriented Integration Processes
Publish/Subscribe’-Mechanismen in Data-Warehouse-Systemen
SOFORT: a hybrid SCM-DRAM storage engine for fast data recovery
Model-Driven Generation and Optimization of Complex Integration Processes
GRATIN: Accelerating Graph Traversals in Main-Memory Column Stores
Workload-based optimization of integration processes
Dynamic fine-grained scheduling for energy-efficient main-memory queries
Sampling time-based sliding windows in bounded space
Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses).
SynopSys: Foundations for Multidimensional Graph Analytics
Linked Bernoulli Synopses: Sampling along Foreign Keys
Quality Measures for ETL Processes
Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms.
Designing Random Sample Synopses with Outliers
A Framework for User-Centered Declarative ETL
Quality of service and predictability in DBMS
ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems
RiTE: Providing On-Demand Data for Right-Time Data Warehousing
Systematical Evaluation of Solar Energy Supply Forecasts
Poster session: Constrained dynamic physical database design
GraphMCS: Discover the Unknown in Large Data Graphs
Pre analysis and clustering of uncertain data from manufacturing processes
Top-k Differential Queries in Graph Databases
Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA
Flexs – A Logical Model for Physical Data Layout
Ein Nachrichtentransformationsmodell für komplexe Transformationsprozesse in datenzentrischen Anwendungsszenarien
Flexible Relational Data Model – A Common Ground for Schema-Flexible Database Systems
Towards Self-Optimization of Message Transformation Processes
Enhancing Named Entity Extraction by Effectively Incorporating the Crowd
An Approach for Incremental Semi-supervised SVM
Efficient forecasting for hierarchical time series
Maintaining bernoulli samples over evolving multisets
pEDM: online-forecasting for smart energy analytics
Parameterfreies Clustering mittels Multi-Level Ansatz
Publish-time data integration for open data platforms
Data-Grey-BoxWeb Services in Data-Centric Environments
DrillBeyond: Open-World SQL Queries Using Web Tables
Data-aware SOA for Gene Expression Analysis Processes
DeExcelerator: a framework for extracting relational data from partially structured documents
BPEL-DT – Data-aware Extension of BPEL to Support Data-Intensive Service Applications
Transparent Forecasting Strategies in Database Management Systems
Error-Aware Density-Based Clustering of Imprecise Measurement Values
Forecasting the data cube: A model configuration advisor for multi-dimensional data sets
Representing Data Quality for Streaming and Static Data
Advanced Analytics with the SAP HANA Database
Cardinality estimation using sample views with quality assurance
Pack Indexing for Time-Constrained In-Memory Query Processing
Exploiting self-monitoring sample views for cardinality estimation
The HELLS-join: a heterogeneous stream join for extremely large windows
Setting Goals and Choosing Metrics for Recommender System Evaluations
Der Einfluss der Datenverteilung auf die Performanz eines Data Warehouse
Stream Join Processing on Heterogeneous Processors
Partition-based workload scheduling in living data warehouse environments
Bringing Linear Algebra Objects to Life in a Column-Oriented In-Memory Database
Efficient exploitation of similar subexpressions for query processing
Bringing Linear Algebra Objects to Life in a Column-Oriented In-Memory Database
06431 Working Group Report on Managing and Integrating Data in P2P Databases
Optimizing GPU-accelerated Group-By and Aggregation
Experimental Evaluation of NUMA Effects on Database Management Systems
Deferred Maintenance of Disk-Based Random Samples
QPPT: Query Processing on Prefix Trees
A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets
Query processing on prefix trees live
Materialized Views in the Presence of Reporting Functions
Heterogeneous Query Optimization
SAP HANA distributed in-memory database system: Transaction, session, and metadata management
GignoMDA – Exploiting Cross-Layer Optimization for Complex Database Applications
Energy-efficient in-memory database computing
Two-Phase Clustering Strategy for Gene Expression Data Sets
Main-Memory Centric Data Management – Open Problems and Some Solutions
Two-phase clustering strategy for gene expression data sets
HW/SW-Database-CoDesign for Compressed Bitmap Index Processing
Forecasting in hierarchical environments
Derby/S: a DBMS for sample-based query answering
BUZZARD: a NUMA-aware in-memory indexing system
Multi-GPU Approximation Methods for Silent Data Corruption of AN-Coding
Data Mining with the SAP Netweaver BI Accelerator
Research challenges for energy data management (panel)
GignoMDA – Generation of Complex Database Applications
SynopSys: large graph analytics in the SAP HANA database through summarization
Zusammenführung der konzeptuellen Modelle für operative und analytische Daten in einem logischen Modell, dargestellt am Beispiel des Precision Dairy Farming
The Graph Story of the SAP HANA Database
Conflict Detection-Based Run-Length Encoding-AVX-512 CD Instruction Set in Action
Optimistic Coarse-Grained Cache Semantics for Data Marts
Scalable frequent itemset mining on many-core processors
The Orchestration Stack: The Impossible Task of Designing Software for Unknown Future Post-CMOS Hardware
Shrinked Data Marts Enabled for Negative Caching
pcApriori: scalable apriori for multiprocessor systems
Topic 5: Parallel and Distributed Databases, Data Mining and Knowledge Discovery
Optimized renewable energy forecasting in local distribution networks
Integrated resource management for data stream systems
Rethinking Energy Data Management: Trends and Challenges in Today’s Transforming Markets
Table Identification and Reconstruction in Spreadsheets
Hierarchical Group-Based Sampling
Leveraging flexible data management with graph databases
Optimizing Multiple Top-K Queries over Joins
Model-Driven Integration of Compression Algorithms in Column-Store Database Systems
SMIX: self-managing indexes for dynamic workloads
Data Management Support for Notification Services
Towards a Role-Based Contextual Database
Data management in the MIRABEL smart grid system
Source-aware Join Strategies of Sensor Data Streams
Limitations of Intra-operator Parallelism Using Heterogeneous Computing Resources
Flexible Information Management, Exploration and Analysis in SAP HANA
Real-Time Scheduling for Data Stream Management Systems
Template-based Time Series Generation with Loom
Partitioning and Multi-core Parallelization of Multi-equation Forecast Models
Robust Real-time Query Processing with QStream
Efficient Integration of External Information into Forecast Models from the Energy Domain
Robust Data Management
Topology-aware optimization of big sparse matrices and matrix multiplications on main-memory systems
QStream: Deterministic Querying of Data Streams
Penalized graph partitioning based allocation strategy for database-as-a-service systems
Pathways to servers of the future
Feingranulare Verarbeitung von XML-Strömen
Penalized Graph Partitioning for Static and Dynamic Load Balancing
Optimizing Notifications of Subscription-Based Forecast Queries
Informationsbedarfsanalyse als Grundlage der Datenmodellierung in Rahmen des Precision Dairy Farming
Real-Time Business Intelligence in the MIRABEL Smart Grid System
On Solving the View Selection Problem in Distributed Data Warehouse Architectures
HUGS – A Lightweight Graph Partitioning Approach
F2DB: The Flash-Forward Database System
Database Support for 3D-Protein Data Set Analysis
Architecture of a Multi-domain Processing and Storage Engine
Sample-based forecasting exploiting hierarchical time series
Overview on Hardware Optimizations for Database Engines
Living in Parallel Realities – Co-Existing Schema Versions with a Bidirectional Database Evolution Language
XPath-Aware Chunking of XML-Documents
ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results
Explorative Multi-View Clustering Using Frequent-Groupings
Konsistenzquantifizierung in Grid-Datenbanksystemen
On testing persistent-memory-based software
KISS-Tree: smart latch-free in-memory indexing on modern architectures
Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources
SCINTRA: A Model for Quantifying Inconsistencies in Grid-Organized Sensor Database Systems
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory
SMIX Live – A Self-Managing Index Infrastructure for Dynamic Workloads
InVerDa – The Liquid Database
A Machine Learning Approach for Layout Inference in Spreadsheets
WebService-basierte Integration externer Datenquellen in relationale Datenbanksysteme
Efficient Approximate OLAP Querying Over Time Series
Efficient transaction processing in SAP HANA database: the end of a column store myth
XML Stream Processing Quality
Web-based Benchmarks for Forecasting Systems: The ECAST Platform
Adaptive Index Buffer
Heterogeneous Placement Optimization for Database Query Processing
InVerDa – co-existing schema versions made foolproof
COMBI-Operator: Database Support for Data Mining Applications
MulTe: A Multi-Tenancy Database Benchmark Framework
A Decathlon in Multidimensional Modeling: Open Issues and Some Solutions
Needles in the haystack – Tackling Bit Flips in Lightweight Data Compression
Efficient In-Memory Indexing with Generalized Prefix Trees
Processing Reporting Function Views in a Data Warehouse Environment
Robust and simple database evolution
A Flexible Graph-Based Data Model Supporting Incremental Schema Design and Evolution
On the problem of generating common predecessors
Forcasting Evolving Time Series of Energy Demand and Supply
Extending data warehouses by semiconsistent views
Context-Aware Parameter Estimation for Forecast Models in the Energy Domain
fAST Refresh using Mass Query Optimization
A Domain-Specific Language for Do-It-Yourself Analytical Mashups
Efficiently Synchronizing Multidimensional Schema Data
Dealing with Uncertainty: An Empirical Study on the Relevance of Renewable Energy Forecasting Methods
Offline Design Tuning for Hierarchies of Forecast Models
Query Optimization by Using Derivability in a Data Warehouse Environment
Sprachraumerstellung als Bestandteil der Geschäftsprozessmodellierung in SOA
Using Semantics for Query Derivability in Data Warehouse Applications
Next Generation Database Programming and Execution Environment
Design of a Portable Programming Abstraction for Data Transformations.
An Alternative Relational OLAP Modeling Approach
Browsing Robust Clustering-Alternatives
Use and reuse of association rules in an OLAP environment
Browsing Robust Clustering-Alternatives
Divide and aggregate: caching multidimensional objects
Touch it, Mine it, View it, Shape it
Maintenance of Automatic Summary Tables
MorphStore-In-Memory Query Processing based on Morphing Compressed Intermediates LIVE
Hybrid Data-Flow Graphs for Procedural Domain-Specific Query Languages
Big by blocks: modular analytics
Generating What-If Scenarios for Time Series Data
The Planning OLAP Model – A Multidimensional Model with Planning Support
First Investigations of the Vector Supercomputer SX-Aurora TSUBASA as a Co-Processor for Database Systems
Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE
Logical Data Independence in the 21st Century – Co-Existing Schema Versions with InVerDa
Private Table Database Virtualization for DBaaS
Quality measures for ETL processes: from goals to implementation
Cost-based Business Process Deployment Advisor
Challenges for Context-Driven Time Series Forecasting
Fighting the Duplicates in Hashing: Conflict Detection-aware Vectorization of Linear Probing
Towards a Hybrid Imputation Approach Using Web Tables
Efficient In-Database Maintenance of ARIMA Models
Answering “Why Empty?” and “Why So Many?” queries in graph databases
Column-specific context extraction for web tables
Memory-efficient frequent-itemset mining
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads
Beyond Straightforward Vectorization of Lightweight Data Compression Algorithms for Larger Vector Sizes.
From Web Tables to Concepts: A Semantic Normalization Approach
Fast Sorted-Set Intersection using SIMD Instructions
AL: unified analytics in domain specific terms
Feature-driven Time Series Generation
Managed Query Processing within the SAP HANA Database Platform
A Benchmark Framework for Data Compression Techniques
Data-Warehousing 3.0 – Die Rolle von Data-Warehouse-Systemen auf Basis von In-Memory Technologie
GraphVista: Interactive Exploration Of Large Graphs
Multi-flow Optimization via Horizontal Message Queue Partitioning
Considering User Intention in Differential Graph Queries
Direct Transformation Techniques for Compressed Data: General Approach and Application Scenarios
Multi-process Optimization Via Horizontal Message Queue Partitioning
On-demand re-optimization of integration flows
Building the Dresden Web Table Corpus: A Classification Approach
Indexing forecast models for matching and maintenance
Online horizontal partitioning of heterogeneous data
Supporting Gene Expression Analysis Processes by a Service-Oriented Platform
DrillBeyond: processing multi-result open world SQL queries
Annotationsbasierte Prozessmodellierung in SOA – dargestellt an einem Beispiel aus dem Precision Dairy Farming