Gabriel Campero Durand

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 26

Top Topics

Database Operations

Reinforcement Learning

Entity Resolution

Top Venues

Grundlagen von Datenbanken

Publications

Harish Kumar Harihara Subramanian, Bala Gurumurthy, Gabriel Campero Durand, David Broneske, Gunter Saake
Out-of-the-box library support for DBMS operations on GPUs. Distributed Parallel Databases 41 (3) (2023)
Paul Blockhaus, Gabriel Campero Durand, David Broneske, Gunter Saake
Towards a Future of Fully Self-Optimizing Query Engines. GvDB (2023)
Bala Gurumurthy, David Broneske, Gabriel Campero Durand, Thilo Pionteck, Gunter Saake
ADAMANT: A Query Executor with Plug-In Interfaces for Easy Co-processor Integration. ICDE (2023)
Sepideh Sadat Sobhgol, Gabriel Campero Durand, Lutz Rauchhaupt, Gunter Saake
Machine Learning within a Graph Database: A Case Study on Link Prediction for Scholarly Data. ICEIS (1) (2021)
Anh Trang Le, Bala Gurumurthy, Christoph Steup, Gabriel Campero Durand, David Broneske, Gunter Saake
Design Considerations Towards AI-Driven Co-Processor Accelerated Database Management. GvDB (2021)
Harish Kumar Harihara Subramanian, Bala Gurumurthy, Gabriel Campero Durand, David Broneske, Gunter Saake
Analysis of GPU-Libraries for Rapid Prototyping Database Operations : A look into library support for database operations. ICDE Workshops (2021)
Marcus Pinnecke, Gabriel Campero Durand, David Broneske, Roman Zoun, Gunter Saake
TAP Data Store. Datenbank-Spektrum 20 (1) (2020)
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
Spread the Good Around! Information Propagation in Schema Matching and Entity Resolution for Heterogeneous Data. DI2KG@VLDB (2020)
Xiao Chen, Nishanth Entoor Venkatarathnam, Kirity Rapuru, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake
Analysis and Comparison of Block-Splitting-Based Load Balancing Strategies for Parallel Entity Resolution. iiWAS (2020)
Gabriel Campero Durand, Rufat Piriyev, Marcus Pinnecke, David Broneske, Balasubramanian Gurumurthy, Gunter Saake
Automated Vertical Partitioning with Deep Reinforcement Learning. ADBIS (Short Papers and Workshops) (2019)
Xiao Chen, Gabriel Campero Durand, Roman Zoun, David Broneske, Yang Li, Gunter Saake
The Best of Both Worlds: Combining Hand-Tuned and Word-Embedding-Based Similarity Measures for Entity Resolution. BTW (2019)
Sabine Wehnert, Gabriel Campero Durand, Gunter Saake
ERST: Leveraging Topic Features for Context-Aware Legal Reference Linking. JURIX (2019)
Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake
Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER). ADBIS (2019)
Rutuja Shivraj Pawar, Sepideh Sadat Sobhgol, Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
Codd's World: Topics and their Evolution in the Database Community Publication Graph. Grundlagen von Datenbanken (2019)
Gabriel Campero Durand, Marcus Pinnecke, Rufat Piriyev, Mahmoud Mohsen, David Broneske, Gunter Saake, Maya S. Sekeran, Fabián Rodriguez, Laxmi Balami
GridFormation: Towards Self-Driven Online Data Partitioning using Reinforcement Learning. aiDM@SIGMOD (2018)
Roman Zoun, Kay Schallert, Atin Janki, Rohith Ravindran, Gabriel Campero Durand, Wolfram Fenske, David Broneske, Robert Heyer, Dirk Benndorf, Gunter Saake
Streaming FDR Calculation for Protein Identification. ADBIS (Short Papers and Workshops) (2018)
Bala Gurumurthy, David Broneske, Marcus Pinnecke, Gabriel Campero Durand, Gunter Saake
SIMD Vectorized Hashing for Grouped Aggregation. ADBIS (2018)
Gabriel Campero Durand, Anusha Janardhana, Marcus Pinnecke, Yusra Shakeel, Jacob Krüger, Thomas Leich, Gunter Saake
Exploring Large Scholarly Networks with Hermes. EDBT (2018)
Xiao Chen, Kirity Rapuru, Gabriel Campero Durand, Eike Schallehn, Gunter Saake
Performance Comparison of Three Spark-Based Implementations of Parallel Entity Resolution. DEXA Workshops (2018)
Iya Arefyeva, David Broneske, Gabriel Campero Durand, Marcus Pinnecke, Gunter Saake
Memory Management Strategies in CPU/GPU Database Systems: A Survey. BDAS (2018)
Gabriel Campero Durand, Jingy Ma, Marcus Pinnecke, Gunter Saake
Piecing Together Large Puzzles, Efficiently: Towards Scalable Loading Into Graph Database Systems. Grundlagen von Datenbanken (2018)
Roman Zoun, Gabriel Campero Durand, Kay Schallert, Apoorva Patrikar, David Broneske, Wolfram Fenske, Robert Heyer, Dirk Benndorf, Gunter Saake
Protein Identification as a Suitable Application for Fast Data Architecture. DEXA Workshops (2018)
Iya Arefyeva, Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
Low-Latency Transaction Execution on Graphics Processors: Dream or Reality? ADMS@VLDB (2018)
Yusra Shakeel, Jacob Krüger, Ivonne von Nostitz-Wallwitz, Christian Lausberger, Gabriel Campero Durand, Gunter Saake, Thomas Leich
(Automated) literature analysis: threats and experiences. SE4Science@ICSE (2018)
Marcus Pinnecke, David Broneske, Gabriel Campero Durand, Gunter Saake
Are Databases Fit for Hybrid Workloads on GPUs? A Storage Engine's Perspective. ICDE (2017)
Gabriel Campero Durand, Marcus Pinnecke, David Broneske, Gunter Saake
Backlogs and Interval Timestamps: Building Blocks for Supporting Temporal Queries in Graph Databases. EDBT/ICDT Workshops (2017)