ahmedcs

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

grace

GRACE - GRAdient ComprEssion for distributed deep learning

HyGenICC

Hypervisor-based Generic Congestion Control for Data Centres

REFL

Resource Efficient Federated Learning

RWNDQ

RWNDQ is an Equal Share Allocation Switch Design for Data Centre Networks

SICC

SDN-based Incast Congestion Control for Data Centers

SIDCo

SIDCo is An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems

T-RACKs

Timely ACKs Retransmission for Data Centres

TCP_loss_monitor

TCP socket-level monitoring of socket events (i.e, Open, Close, CWND, Fast Retransmit, Retransmission Timeouts, .. etc)

ahmedcs/FedZoo-Bench

FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms

ahmedcs/T-RACKs

Timely ACKs Retransmission for Data Centres

ahmedcs/Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

ahmedcs/awesome-large-audio-models

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

ahmedcs/awesome-sdn

A awesome list about Software Defined Network (SDN)

ahmedcs/Backpropagation_Free_Training_Survey

ahmedcs/consul

Consul is a distributed, highly available, and data center aware solution to connect and configure applications across dynamic, distributed infrastructure.

ahmedcs/Deep-Learning-Anomaly-Detection

ahmedcs/Efficient-LLMs-Survey

Efficient Large Language Models: A Survey

ahmedcs/FedCache

This repository is the official Pytorch implementation DEMO of **FedCache**.

ahmedcs/fedDCT

FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks

ahmedcs/FederatedGPT-Shepherd

Shepherd: A lightweight, foundational framework enabling federated instruction tuning for large language models

ahmedcs/FederatedScope

An easy-to-use federated learning platform

ahmedcs/fedstellar

Fedstellar: A Platform for Decentralized Federated Learning

ahmedcs/fedzero

Implementation and evaluation of "FedZero: Leveraging Renewable Excess Energy in Federated Learning"

ahmedcs/FLASH-RL

FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy for client selection in Federated Learning using Reinforcement Learning to address heterogeneity problems.

ahmedcs/FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

ahmedcs/FLOAT

ahmedcs/frp

Docker Images for Frp. (amd64, arm32v6, arm32v7, arm64v8, i386)

ahmedcs/hasaas

ahmedcs/HSCC

Control Theoretic Hysteresis Switching for Congestion Control (HSCC)

ahmedcs/iNdra-GitHub-Page-Template-For-Resarch

iNdra GitHub Page / Website Template For Resarch

ahmedcs/IntroToBigData2023

Materials for the DISCnet Introduction to Big Data Workshop

ahmedcs/MDD

Model Discovery and Distillation

ahmedcs/MultigraphFL

Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology (ICCV 23)

ahmedcs/Open-Tofino

ahmedcs/pcminer

PC-miner tool for program chairs

ahmedcs/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

ahmedcs/Pipeleon

An Automated Performance Optimization Framework for P4-Programmable SmartNICs

ahmedcs/PrivateFL