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JohnQ's Projects

astra-sim icon astra-sim

ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale

astream icon astream

A DASH segment size aware rate adaptation model for DASH

awesome-llm-inference icon awesome-llm-inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

datacenter icon datacenter

A lightweight packet-level OMNeT++ simulator designed to simulate large FatTree data center networks.

deeplearning icon deeplearning

Deep Learning introduction and its application in various fields

infiniband-simulation icon infiniband-simulation

Using OMNeT++ for Infiniband Network data flow mechanism simulation, performance & bottleneck exploration, specifically for distributed machine-learning systems in data center

llama icon llama

Inference code for Llama models

media-server icon media-server

RTSP/RTP/RTMP/FLV/HLS/MPEG-TS/MPEG-PS/MPEG-DASH/MP4/fMP4

mistral-src icon mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

nccl icon nccl

Optimized primitives for collective multi-GPU communication

ns3-rdma icon ns3-rdma

NS3 simulator for RDMA over Converged Ethernet v2 (RoCEv2), including the implementation of DCQCN, TIMELY, PFC, ECN and shared buffer switch

quic-py icon quic-py

QUIC protocol implementation in python

rtp icon rtp

Implementation of a RTP server that sends video stream (H.264/HEVC) using the Real-time Transport Protocol(RTP) based on Linux/MacOS. 一个基于Linux/MacOS平台的可以发送携带H.264/HEVC媒体类型的RTP视频流的示例程序。

rtsp-client-server icon rtsp-client-server

Implementation of a streaming video server and client that communicate using the Real-Time Streaming Protocol (RTSP) and send data using the Realtime Transfer Protocol (RTP)

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