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Mark Hildebrand

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2020 – today

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2024
[j2]
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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)
[c4]
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Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella:
CachedArrays: Optimizing Data Movement for Heterogeneous Memory Systems. IPDPS 2024: 545-555
[i3]
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  - journals/corr/abs-2402-02044
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Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper:
Locally-Adaptive Quantization for Streaming Vector Search. CoRR abs/2402.02044 (2024)
2023
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Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke:
Similarity search in the blink of an eye with compressed indices. Proc. VLDB Endow. 16(11): 3433-3446 (2023)
[c3]
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  - conf/supercomputer/HildebrandLA23
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Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella:
Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems. ISC 2023: 42-61
[i2]
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  - journals/corr/abs-2304-04759
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Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke:
Similarity search in the blink of an eye with compressed indices. CoRR abs/2304.04759 (2023)
[i1]
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  - journals/corr/abs-2312-16335
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Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke:
LeanVec: Search your vectors faster by making them fit. CoRR abs/2312.16335 (2023)
2022
[b1]
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Mark Hildebrand:
A Framework for Managing Heterogeneous Memory for Large Scale Machine Learning Workloads. University of California, Davis, USA, 2022
2021
[c2]
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  - conf/ispass/HildebrandALA21
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Mark Hildebrand, Julian T. Angeles, Jason Lowe-Power, Venkatesh Akella:
A Case Against Hardware Managed DRAM Caches for NVRAM Based Systems. ISPASS 2021: 194-204
2020
[c1]
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  - conf/asplos/HildebrandKTLA20
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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: 875-890

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