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12/31/2021
BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption
Homomorphic encryption (HE) enables the secure offloading of computation...
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10/25/2020
LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference
In cloud ML inference systems, batching is an essential technique to inc...
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05/12/2020
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations
Personalized recommendations are the backbone machine learning (ML) algo...
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08/08/2019
TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning
Recent studies from several hyperscalars pinpoint to embedding layers as...
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02/25/2016
