David Broneske

Orcid: 0000-0002-9580-740X

Affiliations:
  • Otto von Guericke University of Magdeburg, Germany


According to our database1, David Broneske authored at least 92 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The importance of graph databases and graph learning for clinical applications.
Database J. Biol. Databases Curation, January, 2024

Sharing Software-Evolution Datasets: Practices, Challenges, and Recommendations.
Proc. ACM Softw. Eng., 2024

A case study on the development of the German Corona-Warn-App.
J. Syst. Softw., 2024

Clustering graph data: the roadmap to spectral techniques.
Discov. Artif. Intell., 2024

An Evolutionary Algorithm With Heuristic Operator for Detecting Protein Complexes in Protein Interaction Networks With Negative Controls.
IEEE Access, 2024

An Architectural Template for FPGA Overlays Targeting Data Flow Applications.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

A Design Proposal for a Unified B-epsilon-tree: Embracing NVM in Memory Hierarchies.
Proceedings of the 35th GI-Workshop Grundlagen von Datenbanken, Herdecke, 2024

Expert Agent Guided Learning with Transformers and Knowledge Graphs.
Proceedings of the 13th International Conference on Data Science, 2024

2023
Out-of-the-box library support for DBMS operations on GPUs.
Distributed Parallel Databases, September, 2023

Novel insights on atomic synchronization for sort-based group-by on GPUs.
Distributed Parallel Databases, September, 2023

Automated occupation coding with hierarchical features: a data-centric approach to classification with pre-trained language models.
Discov. Artif. Intell., 2023

Large Language Models and Low-Resource Languages: An Examination of Armenian NLP.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage.
Proceedings of the Information Integration and Web Intelligence, 2023

A Strategy for Structuring Teams Collaboration in University Course Projects.
Proceedings of the 20th International Conference on Smart Business Technologies, 2023

Data Streams: Investigating Data Structures for Multivariate Asynchronous Time Series Prediction Problems.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Knowledge Distillation for Quantized Vehicle Sensor Data.
Proceedings of the International Conference on Machine Learning and Applications, 2023

A Domain Specific Students' Assistance System For The Provision Of Instructional Feedback.
Proceedings of the International Conference on Machine Learning and Applications, 2023

ADAMANT: A Query Executor with Plug-In Interfaces for Easy Co-processor Integration.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Assessing Non-volatile Memory in Modern Heterogeneous Storage Landscape using a Write-optimized Storage Stack.
Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2023

Towards a Future of Fully Self-Optimizing Query Engines.
Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2023

A Flexible and Scalable Reconfigurable FPGA Overlay Architecture for Data-Flow Processing.
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

Intelligent Data Migration Policies in a Write-Optimized Copy-on-Write Tiered Storage Stack.
Proceedings of the 3rd Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems, 2023

Investigating Lakehouse-Backbones for Vehicle Sensor Data.
Proceedings of the Database and Expert Systems Applications, 2023

Second Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC).
Proceedings of the Datenbanksysteme für Business, 2023

Anomaly Detection Algorithms: Comparative Analysis and Explainability Perspectives.
Proceedings of the Data Science and Machine Learning, 2023

FPGA-Integrated Bag of Little Bootstraps Accelerator for Approximate Database Query Processing.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2023

What Happens When Two Multi-Query Optimization Paradigms Combine? - A Hybrid Shared Sub-Expression (SSE) and Materialized View Reuse (MVR) Study.
Proceedings of the Advances in Databases and Information Systems, 2023

2022
Decision tree learning in Neo4j on homogeneous and unconnected graph nodes from biological and clinical datasets.
BMC Medical Informatics Decis. Mak., November, 2022

Selective caching: a persistent memory approach for multi-dimensional index structures.
Distributed Parallel Databases, 2022

Topic maps as a tool for facilitating collaborative work pedagogy in knowledge management systems.
Proceedings of the ICICM 2022: The 12th International Conference on Information Communication and Management, London, United Kingdom, July 13, 2022

Microblogs-A means for simulating informal learning beyond classrooms.
Proceedings of the 14th International Conference on Education Technology and Computers, 2022

Integer Time Series Compression for Holistic Data Analytics in the Context of Vehicle Sensor Data.
Proceedings of the International Conference on Connected Vehicle and Expo, 2022

Exploiting Views for Collaborative Research Data Management of Structured Data.
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

UCRP-miner: Mining Patterns that Matter.
Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

Automatic Instructional Feedback, and a Lecture Hub System: A Strategy Towards Nurturing the Acquisition of a Structured Engagement Behavior.
Proceedings of the Data Management Technologies and Applications, 2022

Slide-recommendation System: A Strategy for Integrating Instructional Feedback into Online Exercise Sessions.
Proceedings of the 11th International Conference on Data Science, 2022

2021
Towards multi-purpose main-memory storage structures: Exploiting sub-space distance equalities in totally ordered data sets for exact knn queries.
Inf. Syst., 2021

SQLValidator - An Online Student Playground to Learn SQL.
Datenbank-Spektrum, 2021

In-Depth Analysis of OLAP Query Performance on Heterogeneous Hardware.
Datenbank-Spektrum, 2021

An Investigation of Alternatives to Transform Protein Sequence Databases to a Columnar Index Schema.
Algorithms, 2021

Identifying and Understanding Game-Framing in Online News: BERT and Fine-Grained Linguistic Features.
Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

Analysis of GPU-Libraries for Rapid Prototyping Database Operations : A look into library support for database operations.
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

An Investigation of Atomic Synchronization for Sort-Based Group-By Aggregation on GPUs.
Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

Design Considerations Towards AI-Driven Co-Processor Accelerated Database Management.
Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanken, Online Event, 2021

MaxRI: A method for discovering maximal rare itemsets.
Proceedings of the DSIT 2021: 4th International Conference on Data Science and Information Technology, Shanghai, China, July 23, 2021

OPECUR: An Enhanced Clustering-Based Model for Discovering Unexpected Rules.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020
GridTables: A One-Size-Fits-Most H<sup>2</sup>TAP Data Store.
Datenbank-Spektrum, 2020

Spread the Good Around! Information Propagation in Schema Matching and Entity Resolution for Heterogeneous Data.
Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020

Combining Two Worlds: MonetDB with Multi-Dimensional Index Structure Support to Efficiently Query Scientific Data.
Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Analysis and Comparison of Block-Splitting-Based Load Balancing Strategies for Parallel Entity Resolution.
Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 2020

RPP Algorithm: A Method for Discovering Interesting Rare Itemsets.
Proceedings of the Data Mining and Big Data - 5th International Conference, 2020

FPGA-Accelerated compression of integer vectors.
Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

Optimising Operator Sets for Analytical Database Processing on FPGAs.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2020

When Vectorwise Meets Hyper, Pipeline Breakers Become the Moderator.
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2020

2019
Accelerating mono and multi-column selection predicates in modern main-memory database systems.
PhD thesis, 2019

Efficient Evaluation of Multi-Column Selection Predicates in Main-Memory.
IEEE Trans. Knowl. Data Eng., 2019

Codd's World: Topics and their Evolution in the Database Community Publication Graph.
Proceedings of the 31st GI-Workshop Grundlagen von Datenbanken, Saarburg, 2019

Efficient Transformation of Protein Sequence Databases to Columnar Index Schema.
Proceedings of the Database and Expert Systems Applications, 2019

MSDataStream - Connecting a Bruker Mass Spectrometer to the Internet.
Proceedings of the Datenbanksysteme für Business, 2019

Protobase: It's About Time for Backend/Database Co-Design.
Proceedings of the Datenbanksysteme für Business, 2019

The Best of Both Worlds: Combining Hand-Tuned and Word-Embedding-Based Similarity Measures for Entity Resolution.
Proceedings of the Datenbanksysteme für Business, 2019

1st Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC).
Proceedings of the Datenbanksysteme für Business, 2019

Automated Vertical Partitioning with Deep Reinforcement Learning.
Proceedings of the New Trends in Databases and Information Systems, 2019

Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER).
Proceedings of the Advances in Databases and Information Systems, 2019

2018
An Eight-Dimensional Systematic Evaluation of Optimized Search Algorithms on Modern Processors.
Proc. VLDB Endow., 2018

Cooking DBMS Operations using Granular Primitives - An Overview on a Primitive-based RDBMS Query Evaluation.
Datenbank-Spektrum, 2018

Integration of FPGAs in Database Management Systems: Challenges and Opportunities.
Datenbank-Spektrum, 2018

Low-Latency Transaction Execution on Graphics Processors: Dream or Reality?
Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2018

GridFormation: Towards Self-Driven Online Data Partitioning using Reinforcement Learning.
Proceedings of the First International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2018

Connecting X! Tandem to a Database Management System.
Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken, Wuppertal, 2018

Adaptive Data Processing in Heterogeneous Hardware Systems.
Proceedings of the 30th GI-Workshop Grundlagen von Datenbanken, Wuppertal, 2018

Efficient Inter-Kernel Communication for OpenCL Database Operators on FPGAs.
Proceedings of the International Conference on Field-Programmable Technology, 2018

Protein Identification as a Suitable Application for Fast Data Architecture.
Proceedings of the Database and Expert Systems Applications, 2018

Concept Hierarchy Extraction from Legal Literature.
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

SIMD Acceleration for Main-Memory Index Structures - A Survey.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

Memory Management Strategies in CPU/GPU Database Systems: A Survey.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

Streaming FDR Calculation for Protein Identification.
Proceedings of the New Trends in Databases and Information Systems, 2018

SIMD Vectorized Hashing for Grouped Aggregation.
Proceedings of the Advances in Databases and Information Systems, 2018

2017
Exploiting capabilities of modern processors in data intensive applications.
it Inf. Technol., 2017

Are Databases Fit for Hybrid Workloads on GPUs? A Storage Engine's Perspective.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Accelerating Multi-Column Selection Predicates in Main-Memory - The Elf Approach.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Column vs. Row Stores for Data Manipulation in Hardware Oblivious CPU/GPU Database Systems.
Proceedings of the 29th GI-Workshop Grundlagen von Datenbanken, Blankenburg/Harz, 2017

Backlogs and Interval Timestamps: Building Blocks for Supporting Temporal Queries in Graph Databases.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

Interactive Chord Visualization for Metaproteomics.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Hardware-Sensitive Scan Operator Variants for Compiled Selection Pipelines.
Proceedings of the Datenbanksysteme für Business, 2017

2015
Adaptive Reprogramming for Databases on Heterogeneous Processors.
Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31, 2015

Toward GPU Accelerated Data Stream Processing.
Proceedings of the 27th GI-Workshop Grundlagen von Datenbanken, Gommern, 2015

2014
Database Scan Variants on Modern CPUs: A Performance Study.
Proceedings of the In Memory Data Management and Analysis, 2014

Software Design Approaches for Mastering Variability in Database Systems.
Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, 2014

Toward Hardware-Sensitive Database Operations.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013
Extending an Index-Benchmarking Framework with Non-Invasive Visualization Capability.
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW),, 2013

2012
Challenges in Finding an Appropriate Multi-Dimensional Index Structure with Respect to Specific Use Cases.
Proceedings of the 24th GI-Workshop "Grundlagen von Datenbanken 2012", Lübbenau, 2012


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