sarthak-chakraborty

Advanced-Database-Coursework

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

Advanced-OS-Coursework

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

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.

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

ESRO

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

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

Image-Segmentation-UNET-DeepLab

Image Segmentation on 3 popular datasets using Unet and DeepLab model

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

PedalPals_Android

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

sarthak-chakraborty.github.io

Personal Website of Sarthak Chakraborty

sarthak-chakraborty/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

sarthak-chakraborty/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.

sarthak-chakraborty/Image-Segmentation-UNET-DeepLab

Image Segmentation on 3 popular datasets using Unet and DeepLab model

sarthak-chakraborty/Advanced-OS-Coursework

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

sarthak-chakraborty/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

sarthak-chakraborty/PedalPals_Android

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

sarthak-chakraborty/Advanced-Database-Coursework

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

sarthak-chakraborty/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

sarthak-chakraborty/ESRO

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

sarthak-chakraborty/sarthak-chakraborty.github.io

Personal Website of Sarthak Chakraborty

sarthak-chakraborty/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]

sarthak-chakraborty/academicpages.github.io

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

sarthak-chakraborty/acto

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

sarthak-chakraborty/awesome-federated-computing

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

sarthak-chakraborty/CIFAR100_ImageRecognition

CIFAR-100 Image Recognition Using Convolutional Neural Network

sarthak-chakraborty/examples

TensorFlow examples

sarthak-chakraborty/FedBN

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

sarthak-chakraborty/HCNE-ScalableDataMining

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

sarthak-chakraborty/kube-523

sarthak-chakraborty/LouvainNE

sarthak-chakraborty/martini

Classy web framework for Go

sarthak-chakraborty/MinSSL

Minimally Supervised Semi-Supervised Learning

sarthak-chakraborty/Multimodal-Emo-Detection

Multi-modal Emotion Recognition in Conversations using MELD dataset

sarthak-chakraborty/PedalPals_Web

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

sarthak-chakraborty/pyschedcl-concurrent

A Scheduling Framework that leverages concurrency in data parallel systems

sarthak-chakraborty/PySyft

A library for answering questions using data you cannot see

sarthak-chakraborty/sarthak-chakraborty

sarthak-chakraborty/SocComp-Assgn

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

sarthak-chakraborty/tensorflow

An Open Source Machine Learning Framework for Everyone

sarthak-chakraborty/TF-Lite

Tensorflow to TFLite Conversion for Model Personalization