David Broneske

107 papers A* 3B 2C 13Misc 7Journal 22Unranked 58

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification. NAACL (Student Research Workshop) Parisa Safikhani, David Broneske
2025	—	`conf`	Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification. CLiC-it Parisa Safikhani, David Broneske
2025	—	`conf`	Gotta Catch 'Em All... Or Not?: How LLMs Bypass Traditional Checks & Mimic Human Response Behavior in Web Surveys. CI Saijal Shahania, Myra Spiliopoulou, David Broneske
2025	J	`jnl`	NVM in Data Storage: A Post-Optane Future. ACM Trans. Storage Sajad Karim, Johannes Wünsche, Michael Kuhn, Gunter Saake, David Broneske
2025	—	`conf`	Poster: Embracing NVM: Optimizing B BTW Workshops Sajad Karim, Fia Wünsche, David Broneske, Michael Kuhn, Gunter Saake
2025	—	`conf`	SurveyBot: A New Era of Web Survey Pretesting. AIAI (4) Saijal Shahania, Myra Spiliopoulou, David Broneske
2025	J	`jnl`	Towards Automatic Bias Analysis in Multimedia Journalism. Discov. Artif. Intell. Reemt Hinrichs, Hauke Steffen, Hayastan Avetisyan, David Broneske, Jörn Ostermann
2025	—	`conf`	Vorwort. BTW Workshops Jan Mühlig, Roland Kühn, David Broneske, Dirk Habich
2024	—	`conf`	A Design Proposal for a Unified B-epsilon-tree: Embracing NVM in Memory Hierarchies. GvDB Sajad Karim, Johannes Wünsche, David Broneske, Michael Kuhn, Gunter Saake
2024	J	`jnl`	A case study on the development of the German Corona-Warn-App. J. Syst. Softw. Mohamad Fawaz Enaya, Thomas Klingbeil, Jacob Krüger, David Broneske, Frank Feinbube, Gunter Saake
2024	—	`conf`	An Architectural Template for FPGA Overlays Targeting Data Flow Applications. IPDPS (Workshops) Anna Drewes, Vitalii Burtsev, Bala Gurumurthy, Martin Wilhelm, David Broneske, Gunter Saake, Thilo Pionteck
2024	J	`jnl`	An Evolutionary Algorithm With Heuristic Operator for Detecting Protein Complexes in Protein Interaction Networks With Negative Controls. IEEE Access Mustafa N. Abbas, Bara'a Ali Attea, David Broneske, Gunter Saake
2024	J	`jnl`	Clustering graph data: the roadmap to spectral techniques. Discov. Artif. Intell. Rahul Mondal, Evelina Ignatova, Daniel Walke, David Broneske, Gunter Saake, Robert Heyer
2024	—	`conf`	Enforcing Right to Be Forgotten in Cloud-Based Data Lakes. FICC (2) Priyamvada Bhardwaj, Sadeq Darrab, David Broneske, Ingo Klose, Gunter Saake
2024	C	`conf`	Expert Agent Guided Learning with Transformers and Knowledge Graphs. DATA Chukwuka Victor Obionwu, Bhavya Baburaj Chovatta Valappil, Minu Genty, Maria Jomy, Visakh Padmanabhan, Aishwarya Suresh, Sumat Singh Bedi, David Broneske, Gunter Saake
2024	—	`conf`	Exploring the Advantages and Limitations of Association Rule Mining and Decision Trees for Pattern Mining in Heart Disease Data. ADMA (4) Sadeq Darrab, Florian Kleinert, David Broneske, Gunter Saake
2024	J	`jnl`	Sharing Software-Evolution Datasets: Practices, Challenges, and Recommendations. Proc. ACM Softw. Eng. David Broneske, Sebastian Kittan, Jacob Krüger
2024	C	`conf`	Tell Me More! Using Multiple Features for Binary Text Classification with a Zero-Shot Model. ICMLA David Broneske, Nikhilkumar Italiya, Fabian Mierisch
2024	J	`jnl`	The importance of graph databases and graph learning for clinical applications. Database J. Biol. Databases Curation Daniel Walke, Daniel Micheel, Kay Schallert, Thilo Muth, David Broneske, Gunter Saake, Robert Heyer
2023	C	`conf`	A Domain Specific Students' Assistance System For The Provision Of Instructional Feedback. ICMLA Chukwuka Victor Obionwu, Taruna Tiwari, Bhavya Baburaj Chovatta Valappil, Nishanth Raikar, Damanpreet Singh Walia, S. M. Laique Abbas, Chukwuemeka E. Okafor, David Broneske, Gunter Saake
2023	Misc	`conf`	A Flexible and Scalable Reconfigurable FPGA Overlay Architecture for Data-Flow Processing. FCCM Anna Drewes, Vitalii Burtsev, Bala Gurumurthy, Martin Wilhelm, David Broneske, Gunter Saake, Thilo Pionteck
2023	—	`conf`	A Strategy for Structuring Teams Collaboration in University Course Projects. ICSBT Chukwuka Victor Obionwu, Maximilian Karl, David Broneske, Anja Hawlitschek, Paul Blockhaus, Gunter Saake
2023	—	`conf`	A Study Partner Recommender System Using a Community Detection Algorithm. ICSBT (Revised Selected Papers) Chukwuka Victor Obionwu, Devi Prasad Ilapavuluri, David Broneske, Gunter Saake
2023	A*	`conf`	ADAMANT: A Query Executor with Plug-In Interfaces for Easy Co-processor Integration. ICDE Bala Gurumurthy, David Broneske, Gabriel Campero Durand, Thilo Pionteck, Gunter Saake
2023	Misc	`conf`	Anomaly Detection Algorithms: Comparative Analysis and Explainability Perspectives. AusDM Sadeq Darrab, Harshitha Allipilli, Sana Ghani, Harikrishnan Changaramkulath, Sricharan Koneru, David Broneske, Gunter Saake
2023	—	`conf`	Assessing Non-volatile Memory in Modern Heterogeneous Storage Landscape using a Write-optimized Storage Stack. GvDB Sajad Karim, Johannes Wünsche, David Broneske, Michael Kuhn, Gunter Saake
2023	J	`jnl`	Automated occupation coding with hierarchical features: a data-centric approach to classification with pre-trained language models. Discov. Artif. Intell. Parisa Safikhani, Hayastan Avetisyan, Dennis Föste-Eggers, David Broneske
2023	C	`conf`	Data Streams: Investigating Data Structures for Multivariate Asynchronous Time Series Prediction Problems. ICPRAM Christopher Vox, David Broneske, Istiaque Mannafee Shaikat, Gunter Saake
2023	—	`conf`	FPGA-Integrated Bag of Little Bootstraps Accelerator for Approximate Database Query Processing. ARC Vitalii Burtsev, Martin Wilhelm, Anna Drewes, Bala Gurumurthy, David Broneske, Thilo Pionteck, Gunter Saake
2023	—	`conf`	Intelligent Data Migration Policies in a Write-Optimized Copy-on-Write Tiered Storage Stack. CHEOPS@EuroSys Johannes Wünsche, Sajad Karim, Michael Kuhn, David Broneske, Gunter Saake
2023	—	`conf`	Investigating Lakehouse-Backbones for Vehicle Sensor Data. DEXA (1) Christopher Vox, David Broneske, Jan Piewek, Janusz Feigel, Gunter Saake
2023	C	`conf`	Knowledge Distillation for Quantized Vehicle Sensor Data. ICMLA Christopher Vox, Onno Niemann, David Broneske, Jan Piewek, Andreas Udo Sass, Gunter Saake
2023	—	`conf`	Large Language Models and Low-Resource Languages: An Examination of Armenian NLP. IJCNLP (Findings) Hayastan Avetisyan, David Broneske
2023	J	`jnl`	Novel insights on atomic synchronization for sort-based group-by on GPUs. Distributed Parallel Databases Bala Gurumurthy, David Broneske, Martin Schäler, Thilo Pionteck, Gunter Saake
2023	J	`jnl`	Out-of-the-box library support for DBMS operations on GPUs. Distributed Parallel Databases Harish Kumar Harihara Subramanian, Bala Gurumurthy, Gabriel Campero Durand, David Broneske, Gunter Saake
2023	Misc	`conf`	Second Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC). BTW David Broneske, Dirk Habich
2023	—	`conf`	Towards a Future of Fully Self-Optimizing Query Engines. GvDB Paul Blockhaus, Gabriel Campero Durand, David Broneske, Gunter Saake
2023	C	`conf`	WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage. iiWAS Saijal Shahania, Myra Spiliopoulou, David Broneske
2023	C	`conf`	What Happens When Two Multi-Query Optimization Paradigms Combine? - A Hybrid Shared Sub-Expression (SSE) and Materialized View Reuse (MVR) Study. ADBIS Bala Gurumurthy, Vasudev Raghavendra Bidarkar, David Broneske, Thilo Pionteck, Gunter Saake
2022	—	`conf`	Automatic Instructional Feedback, and a Lecture Hub System: A Strategy Towards Nurturing the Acquisition of a Structured Engagement Behavior. DATA (Revised Selected Papers) Victor Obionwu, Vincent Toulouse, David Broneske, Gunter Saake
2022	J	`jnl`	Decision tree learning in Neo4j on homogeneous and unconnected graph nodes from biological and clinical datasets. BMC Medical Informatics Decis. Mak. Rahul Mondal, Minh Dung Do, Nasimuddin Ahmed, Daniel Walke, Daniel Micheel, David Broneske, Gunter Saake, Robert Heyer
2022	—	`conf`	Exploiting Views for Collaborative Research Data Management of Structured Data. ICADL David Broneske, Ian Wolff, Veit Köppen, Martin Schäler
2022	—	`conf`	Integer Time Series Compression for Holistic Data Analytics in the Context of Vehicle Sensor Data. ICCVE Christopher Vox, David Broneske, Jan Piewek, Andreas Udo Sass, Gunter Saake
2022	—	`conf`	Microblogs-A means for simulating informal learning beyond classrooms. ICETC Chukwuka Victor Obionwu, David Broneske, Gunter Saake
2022	J	`jnl`	Selective caching: a persistent memory approach for multi-dimensional index structures. Distributed Parallel Databases Muhammad Attahir Jibril, Philipp Götze, David Broneske, Kai-Uwe Sattler
2022	C	`conf`	Slide-recommendation System: A Strategy for Integrating Instructional Feedback into Online Exercise Sessions. DATA Victor Obionwu, Vincent Toulouse, David Broneske, Gunter Saake
2022	—	`conf`	Topic maps as a tool for facilitating collaborative work pedagogy in knowledge management systems. ICICM Victor Obionwu, David Broneske, Gunter Saake
2022	—	`conf`	UCRP-miner: Mining Patterns that Matter. DSIT Sadeq Darrab, David Broneske, Gunter Saake
2021	J	`jnl`	An Investigation of Alternatives to Transform Protein Sequence Databases to a Columnar Index Schema. Algorithms Roman Zoun, Kay Schallert, David Broneske, Ivayla Trifonova, Xiao Chen, Robert Heyer, Dirk Benndorf, Gunter Saake
2021	—	`conf`	An Investigation of Atomic Synchronization for Sort-Based Group-By Aggregation on GPUs. ICDE Workshops Bala Gurumurthy, David Broneske, Martin Schäler, Thilo Pionteck, Gunter Saake
2021	—	`conf`	Analysis of GPU-Libraries for Rapid Prototyping Database Operations : A look into library support for database operations. ICDE Workshops Harish Kumar Harihara Subramanian, Bala Gurumurthy, Gabriel Campero Durand, David Broneske, Gunter Saake
2021	—	`conf`	Design Considerations Towards AI-Driven Co-Processor Accelerated Database Management. GvDB Anh Trang Le, Bala Gurumurthy, Christoph Steup, Gabriel Campero Durand, David Broneske, Gunter Saake
2021	—	`conf`	Identifying and Understanding Game-Framing in Online News: BERT and Fine-Grained Linguistic Features. ICNLSP Hayastan Avetisyan, David Broneske
2021	J	`jnl`	In-Depth Analysis of OLAP Query Performance on Heterogeneous Hardware. Datenbank-Spektrum David Broneske, Anna Drewes, Bala Gurumurthy, Imad Hajjar, Thilo Pionteck, Gunter Saake
2021	—	`conf`	MaxRI: A method for discovering maximal rare itemsets. DSIT Sadeq Darrab, David Broneske, Gunter Saake
2021	C	`conf`	OPECUR: An Enhanced Clustering-Based Model for Discovering Unexpected Rules. ADMA Sadeq Darrab, Priyamvada Bhardwaj, David Broneske, Gunter Saake
2021	J	`jnl`	SQLValidator - An Online Student Playground to Learn SQL. Datenbank-Spektrum Victor Obionwu, David Broneske, Anja Hawlitschek, Veit Köppen, Gunter Saake
2021	J	`jnl`	Towards multi-purpose main-memory storage structures: Exploiting sub-space distance equalities in totally ordered data sets for exact knn queries. Inf. Syst. Martin Schäler, Christine Tex, Veit Köppen, David Broneske, Gunter Saake
2020	C	`conf`	Analysis and Comparison of Block-Splitting-Based Load Balancing Strategies for Parallel Entity Resolution. iiWAS Xiao Chen, Nishanth Entoor Venkatarathnam, Kirity Rapuru, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake
2020	B	`conf`	Combining Two Worlds: MonetDB with Multi-Dimensional Index Structure Support to Efficiently Query Scientific Data. SSDBM Paul Blockhaus, David Broneske, Martin Schäler, Veit Köppen, Gunter Saake
2020	C	`conf`	FPGA-Accelerated compression of integer vectors. DaMoN Mahmoud Mohsen, Norman May, Christian Färber, David Broneske
2020	J	`jnl`	GridTables: A One-Size-Fits-Most H Datenbank-Spektrum Marcus Pinnecke, Gabriel Campero Durand, David Broneske, Roman Zoun, Gunter Saake
2020	—	`conf`	Optimising Operator Sets for Analytical Database Processing on FPGAs. ARC Anna Drewes, Jan Moritz Joseph, Bala Gurumurthy, David Broneske, Gunter Saake, Thilo Pionteck
2020	—	`conf`	RPP Algorithm: A Method for Discovering Interesting Rare Itemsets. DMBD Sadeq Darrab, David Broneske, Gunter Saake
2020	—	`conf`	Selective Caching: A Persistent Memory Approach for Multi-Dimensional Index Structures. ICDE Workshops Muhammad Attahir Jibril, Philipp Götze, David Broneske, Kai-Uwe Sattler
2020	—	`conf`	Spread the Good Around! Information Propagation in Schema Matching and Entity Resolution for Heterogeneous Data. DI2KG@VLDB Gabriel Campero Durand, Anshu Daur, Vinayak Kumar, Shivalika Suman, Altaf Mohammed Aftab, Sajad Karim, Prafulla Diwesh, Chinmaya Hegde, Disha Setlur, Syed Md Ismail, David Broneske, Gunter Saake
2020	—	`conf`	When Vectorwise Meets Hyper, Pipeline Breakers Become the Moderator. ADMS@VLDB Balasubramanian Gurumurthy, Imad Hajjar, David Broneske, Thilo Pionteck, Gunter Saake
2019	—	`conf`	1st Workshop on Novel Data Management Ideas on Heterogeneous (Co-)Processors (NoDMC). BTW (Workshops) David Broneske, Dirk Habich
2019	—	`—`	Accelerating mono and multi-column selection predicates in modern main-memory database systems. David Broneske
2019	—	`conf`	Automated Vertical Partitioning with Deep Reinforcement Learning. ADBIS (Short Papers and Workshops) Gabriel Campero Durand, Rufat Piriyev, Marcus Pinnecke, David Broneske, Balasubramanian Gurumurthy, Gunter Saake
2019	—	`conf`	Codd's World: Topics and their Evolution in the Database Community Publication Graph. Grundlagen von Datenbanken Rutuja Shivraj Pawar, Sepideh Sadat Sobhgol, Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
2019	J	`jnl`	Efficient Evaluation of Multi-Column Selection Predicates in Main-Memory. IEEE Trans. Knowl. Data Eng. David Broneske, Veit Köppen, Gunter Saake, Martin Schäler
2019	—	`conf`	Efficient Transformation of Protein Sequence Databases to Columnar Index Schema. DEXA Workshops Roman Zoun, Kay Schallert, David Broneske, Ivayla Trifonova, Xiao Chen, Robert Heyer, Dirk Benndorf, Gunter Saake
2019	C	`conf`	Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER). ADBIS Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake
2019	Misc	`conf`	MSDataStream - Connecting a Bruker Mass Spectrometer to the Internet. BTW Roman Zoun, Kay Schallert, David Broneske, Wolfram Fenske, Marcus Pinnecke, Robert Heyer, Sven Brehmer, Dirk Benndorf, Gunter Saake
2019	Misc	`conf`	Protobase: It's About Time for Backend/Database Co-Design. BTW Marcus Pinnecke, Gabriel Campero, Roman Zoun, David Broneske, Gunter Saake
2019	Misc	`conf`	The Best of Both Worlds: Combining Hand-Tuned and Word-Embedding-Based Similarity Measures for Entity Resolution. BTW Xiao Chen, Gabriel Campero Durand, Roman Zoun, David Broneske, Yang Li, Gunter Saake
2018	—	`conf`	Adaptive Data Processing in Heterogeneous Hardware Systems. Grundlagen von Datenbanken Bala Gurumurthy, Tobias Drewes, David Broneske, Gunter Saake, Thilo Pionteck
2018	J	`jnl`	An Eight-Dimensional Systematic Evaluation of Optimized Search Algorithms on Modern Processors. Proc. VLDB Endow. Lars-Christian Schulz, David Broneske, Gunter Saake
2018	—	`conf`	Concept Hierarchy Extraction from Legal Literature. CIKM Workshops Sabine Wehnert, David Broneske, Stefan Langer, Gunter Saake
2018	—	`conf`	Connecting X! Tandem to a Database Management System. Grundlagen von Datenbanken Atin Janki, Roman Zoun, Kay Schallert, Rohith Ravindran, David Broneske, Wolfram Fenske, Robert Heyer, Dirk Benndorf, Gunter Saake
2018	J	`jnl`	Cooking DBMS Operations using Granular Primitives - An Overview on a Primitive-based RDBMS Query Evaluation. Datenbank-Spektrum Bala Gurumurthy, David Broneske, Tobias Drewes, Thilo Pionteck, Gunter Saake
2018	—	`conf`	Efficient Inter-Kernel Communication for OpenCL Database Operators on FPGAs. FPT Tobias Drewes, Jan Moritz Joseph, Bala Gurumurthy, David Broneske, Gunter Saake, Thilo Pionteck
2018	—	`conf`	GridFormation: Towards Self-Driven Online Data Partitioning using Reinforcement Learning. aiDM@SIGMOD Gabriel Campero Durand, Marcus Pinnecke, Rufat Piriyev, Mahmoud Mohsen, David Broneske, Gunter Saake, Maya S. Sekeran, Fabián Rodriguez, Laxmi Balami
2018	J	`jnl`	Integration of FPGAs in Database Management Systems: Challenges and Opportunities. Datenbank-Spektrum Andreas Becher, Lekshmi B. G., David Broneske, Tobias Drewes, Bala Gurumurthy, Klaus Meyer-Wegener, Thilo Pionteck, Gunter Saake, Jürgen Teich, Stefan Wildermann
2018	—	`conf`	Low-Latency Transaction Execution on Graphics Processors: Dream or Reality? ADMS@VLDB Iya Arefyeva, Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
2018	—	`conf`	Memory Management Strategies in CPU/GPU Database Systems: A Survey. BDAS Iya Arefyeva, David Broneske, Gabriel Campero Durand, Marcus Pinnecke, Gunter Saake
2018	—	`conf`	Protein Identification as a Suitable Application for Fast Data Architecture. DEXA Workshops Roman Zoun, Gabriel Campero Durand, Kay Schallert, Apoorva Patrikar, David Broneske, Wolfram Fenske, Robert Heyer, Dirk Benndorf, Gunter Saake
2018	—	`conf`	SIMD Acceleration for Main-Memory Index Structures - A Survey. BDAS Marten Wallewein-Eising, David Broneske, Gunter Saake
2018	C	`conf`	SIMD Vectorized Hashing for Grouped Aggregation. ADBIS Bala Gurumurthy, David Broneske, Marcus Pinnecke, Gabriel Campero Durand, Gunter Saake
2018	—	`conf`	Streaming FDR Calculation for Protein Identification. ADBIS (Short Papers and Workshops) Roman Zoun, Kay Schallert, Atin Janki, Rohith Ravindran, Gabriel Campero Durand, Wolfram Fenske, David Broneske, Robert Heyer, Dirk Benndorf, Gunter Saake
2017	A*	`conf`	Accelerating Multi-Column Selection Predicates in Main-Memory - The Elf Approach. ICDE David Broneske, Veit Köppen, Gunter Saake, Martin Schäler
2017	A*	`conf`	Are Databases Fit for Hybrid Workloads on GPUs? A Storage Engine's Perspective. ICDE Marcus Pinnecke, David Broneske, Gabriel Campero Durand, Gunter Saake
2017	—	`conf`	Backlogs and Interval Timestamps: Building Blocks for Supporting Temporal Queries in Graph Databases. EDBT/ICDT Workshops Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
2017	—	`conf`	Column vs. Row Stores for Data Manipulation in Hardware Oblivious CPU/GPU Database Systems. Grundlagen von Datenbanken Iya Arefyeva, David Broneske, Marcus Pinnecke, Mudit Bhatnagar, Gunter Saake
2017	J	`jnl`	Exploiting capabilities of modern processors in data intensive applications. it Inf. Technol. David Broneske, Gunter Saake
2017	Misc	`conf`	Hardware-Sensitive Scan Operator Variants for Compiled Selection Pipelines. BTW David Broneske, Andreas Meister, Gunter Saake
2017	—	`conf`	Interactive Chord Visualization for Metaproteomics. DEXA Workshops Roman Zoun, Kay Schallert, David Broneske, Robert Heyer, Dirk Benndorf, Gunter Saake
2015	—	`conf`	Adaptive Reprogramming for Databases on Heterogeneous Processors. SIGMOD PhD Symposium David Broneske
2015	—	`ed.`	Proceedings of the 27th GI-Workshop Grundlagen von Datenbanken, Gommern, Germany, May 26-29, 2015. GvD Gunter Saake, David Broneske, Sebastian Dorok, Andreas Meister
2015	—	`conf`	Toward GPU Accelerated Data Stream Processing. GvD Marcus Pinnecke, David Broneske, Gunter Saake
2014	—	`conf`	Database Scan Variants on Modern CPUs: A Performance Study. IMDM@VLDB David Broneske, Sebastian Breß, Gunter Saake
2014	—	`conf`	Database Scan Variants on Modern CPUs: A Performance Study. IMDM@VLDB (Revised Selected Papers) David Broneske, Sebastian Breß, Gunter Saake
2014	—	`conf`	Software Design Approaches for Mastering Variability in Database Systems. Grundlagen von Datenbanken David Broneske, Sebastian Dorok, Veit Köppen, Andreas Meister
2014	B	`conf`	Toward Hardware-Sensitive Database Operations. EDBT David Broneske, Sebastian Breß, Max Heimel, Gunter Saake
2013	—	`conf`	Extending an Index-Benchmarking Framework with Non-Invasive Visualization Capability. BTW Workshops David Broneske, Martin Schäler, Alexander Grebhahn
2012	—	`conf`	Challenges in Finding an Appropriate Multi-Dimensional Index Structure with Respect to Specific Use Cases. Grundlagen von Datenbanken Alexander Grebhahn, David Broneske, Martin Schäler, Reimar Schröter, Veit Köppen, Gunter Saake