Efficient Model-Relational Data Management: Challenges and Opportunities

V Sanca, A Ailamaki - IEEE Transactions on Knowledge and …, 2024 - ieeexplore.ieee.org
As modern data pipelines continue to collect, produce, and store various data formats,
extracting and combining value from traditional and context-rich sources becomes …

Analytical engines with context-rich processing: Towards efficient next-generation analytics

V Sanca, A Ailamaki - 2023 IEEE 39th International Conference …, 2023 - ieeexplore.ieee.org
As modern data pipelines continue to collect, produce, and store a variety of data formats,
extracting and combining value from traditional and context-rich sources such as strings …

dStream: An Online-based Dynamic Operator-level Query Map** Scheme on Discrete CPU-GPU Architectures

G Jung, Y Jeong, K Park, D Lee, H Byun, S Lee… - IEEE …, 2024 - ieeexplore.ieee.org
In streaming systems with a discrete CPU-GPU architecture, leveraging the strengths of both
processing units can significantly improve query performance. Existing studies assign entire …

Chaosity: Understanding Contemporary NUMA-architectures

H Nicholson, A Nica, A Raza, V Sanca… - Technology Conference …, 2023 - Springer
Modern hardware is increasingly complex, requiring increasing effort to understand in order
to carefully engineer systems for optimal performance and effective utilization. Moreover …