SymbioticLab/frdma_benchmark

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6
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C
Created over 7 years ago
Updated over 7 years ago

SymbioticLab/frdma_benchmark

SymbioticLab

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FedScale

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

Infiniswap

Infiniswap enables unmodified applications to efficiently use disaggregated memory.

Tiresias

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

Salus

Fine-grained GPU sharing primitives

Jupyter Notebook

Oort

Oort: Efficient Federated Learning via Guided Participant Selection

Oobleck

A resilient distributed training framework

Zeus

A Framework for Deep Learning Energy Measurement and Optimization

Leap

Prefetching and efficient data path for memory disaggregation

Justitia

Justitia provides RDMA isolation between applications with diverse requirements.

ModelKeeper

A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup

Hydra

Hydra adds resilience and high availability to remote memory solutions.

Sol

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

Aequitas

Aequitas enables RPC-level QoS in datacenter networks.

Kayak

Proactive-adaptive arbitration between shipping compute and shipping data

Fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

tensorflow-salus

tensorflow fork with Salus integration

SymbioticLab.github.io

SymbioticLab website

Memtrade

rdmaMQ