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SymbioticLab

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Top repositories

1

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.
Python
385
star
2

Infiniswap

Infiniswap enables unmodified applications to efficiently use disaggregated memory.
C
239
star
3

Tiresias

Tiresias is a GPU cluster manager for distributed deep learning training.
Python
148
star
4

Salus

Fine-grained GPU sharing primitives
Jupyter Notebook
139
star
5

Oort

Oort: Efficient Federated Learning via Guided Participant Selection
Python
102
star
6

Oobleck

A resilient distributed training framework
Python
81
star
7

Zeus

A Framework for Deep Learning Energy Measurement and Optimization
Python
75
star
8

Leap

Prefetching and efficient data path for memory disaggregation
C
62
star
9

Justitia

Justitia provides RDMA isolation between applications with diverse requirements.
C
34
star
10

ModelKeeper

A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
Python
31
star
11

Hydra

Hydra adds resilience and high availability to remote memory solutions.
C
30
star
12

Sol

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks
Scala
25
star
13

Aequitas

Aequitas enables RPC-level QoS in datacenter networks.
C++
16
star
14

Kayak

Proactive-adaptive arbitration between shipping compute and shipping data
Rust
16
star
15

Fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine
Python
15
star
16

tensorflow-salus

tensorflow fork with Salus integration
C++
11
star
17

frdma_benchmark

C
6
star
18

SymbioticLab.github.io

SymbioticLab website
TeX
5
star
19

Memtrade

C
3
star
20

rdmaMQ

C++
3
star