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Xiaodian Cheng

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Accelerating Neural Recommendation Training with Embedding Scheduling21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
A runtime embedding scheduler called Herald decides where embeddings are trained and which to sync, using an adaptive location-aware inputs allocator and an…
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FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo...NSDI 20232023-04-17
Identifies nine real-world cryptographic operations that dominate cross-silo federated learning and shows they all reduce to two primitives, modular…
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