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26 followers · 26 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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sarthak-chakraborty/README.md

Hi, I am Sarthak 👋

I am Sarthak Chakraborty, pursuing PhD in Computer Science at University of Illinois Urbana-Champaign (UIUC). Prior to this, I was working as a Research Associate 2 at the Adobe Research, Bangalore. I was in the Systems and Insights group. I graduated from IIT Kharagpur holding a Dual Degree (B.Tech + M.Tech Integrated) from the Department of Computer Science and Engineering. I am interested in the fields of ML for Systems, Distributed Systems, System Design, Deep Learning and Operating Systems.

Tools and Technologies

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  1. PARIMA PARIMA Public

    PARIMA is a viewport adaptive 360-degree video streaming algorithm that takes into account the prime object trajectories as well as the head movement logs to predict the future viewports accurately

    Python 45 10

  2. CausIL CausIL Public

    CausIL is an approach to estimate the causal graph for a cloud microservice system, where the nodes are the service-specific metrics while edges indicate causal dependency among the metrics. The ap…

    Python 12 1

  3. ESRO ESRO Public

    This is the official repository for the code used in the paper ESRO: Experience Assisted Service Reliability against Outages (ASE 2023).

    Jupyter Notebook 2

  4. FL-CrossChain FL-CrossChain Public

    It is the official repository for the paper Proof of Federated Training: Accountable Cross-Network Model Training and Inference, published at IEEE ICBC 2022

    Python 4 1

  5. Distributed_Systems Distributed_Systems Public

    [CS 425][UIUC] Course Assignments for Distributed Systems Class in UIUC. Implemented a miniature version of Hadoop capable of running Map-Reduce tasks

    Python 2 1