Mark Hildebrand

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Similarity Search

Top Venues

Proc. VLDB Endow.

Publications

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Theodore L. Willke
LeanVec: Searching vectors faster by making them fit. Trans. Mach. Learn. Res. 2024 (2024)
Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella
CachedArrays: Optimizing Data Movement for Heterogeneous Memory Systems. IPDPS (2024)
Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper
Locally-Adaptive Quantization for Streaming Vector Search. CoRR (2024)
Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke
Similarity search in the blink of an eye with compressed indices. Proc. VLDB Endow. 16 (11) (2023)
Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke
LeanVec: Search your vectors faster by making them fit. CoRR (2023)
Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella
Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems. ISC (2023)
Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke
Similarity search in the blink of an eye with compressed indices. CoRR (2023)
Mark Hildebrand, Julian T. Angeles, Jason Lowe-Power, Venkatesh Akella
A Case Against Hardware Managed DRAM Caches for NVRAM Based Systems. ISPASS (2021)
Mark Hildebrand, Jawad Khan, Sanjeev Trika, Jason Lowe-Power, Venkatesh Akella
AutoTM: Automatic Tensor Movement in Heterogeneous Memory Systems using Integer Linear Programming. ASPLOS (2020)