Mark Hildebrand

According to our database, Mark Hildebrand authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LeanVec: Searching vectors faster by making them fit.

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Theodore L. Willke

Trans. Mach. Learn. Res., 2024

Locally-Adaptive Quantization for Streaming Vector Search.

Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper

CoRR, 2024

CachedArrays: Optimizing Data Movement for Heterogeneous Memory Systems.

Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Similarity search in the blink of an eye with compressed indices.

Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke

Proc. VLDB Endow., 2023

LeanVec: Search your vectors faster by making them fit.

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke

CoRR, 2023

Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems.

Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella

Proceedings of the High Performance Computing - 38th International Conference, 2023

2022

A Framework for Managing Heterogeneous Memory for Large Scale Machine Learning Workloads

Mark Hildebrand

PhD thesis, 2022

2021

A Case Against Hardware Managed DRAM Caches for NVRAM Based Systems.

Mark Hildebrand, Julian T. Angeles, Jason Lowe-Power, Venkatesh Akella

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

2020

AutoTM: Automatic Tensor Movement in Heterogeneous Memory Systems using Integer Linear Programming.

Mark Hildebrand, Jawad Khan, Sanjeev Trika, Jason Lowe-Power, Venkatesh Akella

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020