1 citations · 1 across the 3 of their papers we have counts for
3 papers
Compressing Structured Tensor Algebra
Mahdi Ghorbani, Emilien Bauer, Tobias Grosser +1
Tensor algebra is a crucial component for data-intensive workloads such as machine learning and scientific computing. As the complexity of data grows, scientists often encounter a…
PyTond: Efficient Python Data Science on the Shoulders of Databases
Hesam Shahrokhi, Amirali Kaboli, Mahdi Ghorbani +1
Python data science libraries such as Pandas and NumPy have recently gained immense popularity. Although these libraries are feature-rich and easy to use, their scalability limitat…
Fine-Tuning Data Structures for Analytical Query Processing
Amir Shaikhha, Marios Kelepeshis, Mahdi Ghorbani
We introduce a framework for automatically choosing data structures to support efficient computation of analytical workloads. Our contributions are twofold. First, we introduce a n…