SymbioticLab

Results 14 repositories owned by SymbioticLab

FedScale

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FedScale is a scalable and extensible open-source federated learning (FL) platform.

Infiniswap

233
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48
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Infiniswap enables unmodified applications to efficiently use disaggregated memory.

Salus

139
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19
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Fine-grained GPU sharing primitives

Tiresias

145
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45
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Tiresias is a GPU cluster manager for distributed deep learning training.

Oort

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Oort: Efficient Federated Learning via Guided Participant Selection

Fluid

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A Generic Resource-Aware Hyperparameter Tuning Execution Engine

Hydra

29
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Hydra adds resilience and high availability to remote memory solutions.

Justitia

34
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Justitia provides RDMA isolation between applications with diverse requirements.

Leap

58
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Prefetching and efficient data path for memory disaggregation

Sol

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A Federated Execution Engine for Fast Distributed Computation Over Slow Networks