Sarthak Chakraborty (sarthak-chakraborty)

sarthak-chakraborty

Geek Repo

Company:Univeristy of Illinois Urbana-Champaign

Location:Kolkata, West Bengal, India

Home Page:sarthak-chakraborty.github.io

Twitter:@sarthak0407

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Sarthak Chakraborty's repositories

PARIMA

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

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CausIL

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 approach considers metric variations for all the instances deployed in the system to build the causal graph and can account for auto-scaling decisions.

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Image-Segmentation-UNET-DeepLab

Image Segmentation on 3 popular datasets using Unet and DeepLab model

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Advanced-OS-Coursework

Class Assignments for Advanced in Operating System Course (CS60038) [IIT Kgp]

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FL-CrossChain

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

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PedalPals_Android

Android based Bicycle Rental Portal developed as a mini-project for DBMS (CS43002) course, IITKGP

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sarthak-chakraborty.github.io

Personal Website of Sarthak Chakraborty

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Advanced-Database-Coursework

Class assignments for the course Advanced Database Systems (CS60113) [IIT Kgp]

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Distributed-Collaborative-Editor

Distributed Collaborative Editor including Passive Replication and Fault Tolerance implemented as a term project for the course Distributed Systems (CS60002) [IIT Kgp]

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Distributed_Systems

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

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ESRO

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

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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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acto

Push-Button End-to-End Testing of Kubernetes Operators and Controllers

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awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

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CIFAR100_ImageRecognition

CIFAR-100 Image Recognition Using Convolutional Neural Network

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examples

TensorFlow examples

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FedBN

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

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HCNE-ScalableDataMining

Term Research Project for the course Scalable Data Mining [IIT Kgp] (CS60021)

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martini

Classy web framework for Go

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MinSSL

Minimally Supervised Semi-Supervised Learning

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Multimodal-Emo-Detection

Multi-modal Emotion Recognition in Conversations using MELD dataset

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PedalPals_Web

Web based Bicycle Rental Portal developed as a mini-project for DBMS (CS43002) Course, IITKGP

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pyschedcl-concurrent

A Scheduling Framework that leverages concurrency in data parallel systems

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PySyft

A library for answering questions using data you cannot see

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SocComp-Assgn

Assignments for the Course Social Computing (CS60017) [IITKGP]

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tensorflow

An Open Source Machine Learning Framework for Everyone

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TF-Lite

Tensorflow to TFLite Conversion for Model Personalization

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