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18504764619's Projects

bottlefit-split_computing icon bottlefit-split_computing

[IEEE WoWMoM 2022] "BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing"

c3-sl icon c3-sl

C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)

dc-sfl icon dc-sfl

Code of ”Dynamic Corrected Split Federated Learning with Homomorphic Encryption for U-shaped Medical Image Networks“ (Accepted by IEEE JBHI)

fedsl icon fedsl

Implementation of FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks

findint icon findint

A packet loss detection and location solution based on AM-PM and INT, suitable for Mininet environment, written in P4 language.

gmock-1.7.0 icon gmock-1.7.0

Upload of gmock-1.7.0.zip for use as git submodule, official repo now here: https://github.com/google/googletest

grpc icon grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

gtpv1-p4 icon gtpv1-p4

This p4 program provides GTP.v1 encapsulation/decapsulation/steering. Furthermore you can get hop latency via postcard telemetry from each node of the network.

hula-hoop icon hula-hoop

Implementation of the Hula data plane load balancing protocol

insm-p4 icon insm-p4

INSM (In-band Network State Monitoring) is a scalable and efficient network monitoring solution in which critical network state is embedded into a data packet as it transits network elements. Implemented the solution by programming the Data Plane of switch fabric using P4 language.

int_detector icon int_detector

INT-Detector, a closed-loop automated network anomaly detection architecture with INT and ML integrated.

label-protection icon label-protection

Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).

mininet icon mininet

Emulator for rapid prototyping of Software Defined Networks

p4c icon p4c

P4_16 reference compiler

pi icon pi

An implementation framework for a P4Runtime server

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

red-cnn icon red-cnn

Pytorch Implementation of Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

ryu icon ryu

Ryu component-based software defined networking framework

sc2-benchmark icon sc2-benchmark

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

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