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Hi there šŸ‘‹šŸ¼

  • šŸ§‘šŸ¼ā€šŸŽ“ Iā€™m a postdoc researcher at MIT CSAIL.
  • šŸ¤“ I'm building photonic computer systems that outperform existing systems by orders of magnitude promised by the fundamental law of physics. As a CS postdoc with an EE PhD background, my career has been at the crossroads of Networked Computer Systems and Applied Optics/Photonics to build the next-generation reconfigurable computer networks and high-performance computing infrastructures.
  • āš” Most recently, I've been building Lightning, a photonic-electronic deep learning smartNIC that serves real-time inference requests at a record-breaking 4.055 GHz compute frequency.
  • āš™ļø In the past, I have worked on photonic-electronic systems like FlexWAN (SIGCOMM 2023), TopoOpt (NSDI 2023), NetCast (Science 2022), ARROW (SIGCOMM 2021), BOW (OFC 2021 postdeadline), Facebook RSS (NSDI 2021) and LPSplitting (ToN 2019).

Zhizhen Zhong's Projects

aff3ct icon aff3ct

A fast simulator and a library dedicated to the channel coding.

arrow icon arrow

[SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering

clusterdata icon clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

covid-mobility icon covid-mobility

[NSDI 2021] A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond

deep-compression-pytorch icon deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

exo icon exo

Exocompilation for productive programming of hardware accelerators

flexflow icon flexflow

A distributed deep learning framework that supports flexible parallelization strategies.

ilop icon ilop

Algorithms for solving Inverse Linear Optimization Problem (ILOP)

learn-q-factor icon learn-q-factor

Learning the fluctuations of Q-factor from Microsoft's optical backbone

lightning-dev icon lightning-dev

Up-to-date "dev" version -- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference

lpsplitting icon lpsplitting

[IEEE/ACM Trans. Netw. 2019] Provisioning Short-Term Traffic Fluctuations in Elastic Optical Networks

neurocuts icon neurocuts

NeuroCuts is a deep RL algorithm for generating optimized packet classification trees.

oopt-gnpy icon oopt-gnpy

Optical Route Planning Library, Based on a Gaussian Noise Model

p4c icon p4c

P4_16 reference compiler

qick icon qick

QICK: Quantum Instrumentation Control Kit

req2route icon req2route

[OFC 2019] Routing without Routing Algorithms: an AI-Based Routing Paradigm for Multi-Domain Optical Networks

shire icon shire

Framework for FPGA-accelerated Middlebox Development

transformers_x icon transformers_x

šŸ¤— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

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