Name: Sarthak Chakraborty
Type: User
Company: Univeristy of Illinois Urbana-Champaign
Bio: PhD at University of Illinois Urbana-Champaign || IIT Kharagpur '21 [B.Tech+M.Tech Dual Degree in Computer Science]
Twitter: sarthak0407
Location: Kolkata, West Bengal, India
Blog: sarthak-chakraborty.github.io
Sarthak Chakraborty's Projects
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Push-Button End-to-End Testing of Kubernetes Operators and Controllers
Class assignments for the course Advanced Database Systems (CS60113) [IIT Kgp]
Class Assignments for Advanced in Operating System Course (CS60038) [IIT Kgp]
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
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.
CIFAR-100 Image Recognition Using Convolutional Neural Network
Distributed Collaborative Editor including Passive Replication and Fault Tolerance implemented as a term project for the course Distributed Systems (CS60002) [IIT Kgp]
[CS 425][UIUC] Course Assignments for Distributed Systems Class in UIUC. Implemented a miniature version of Hadoop capable of running Map-Reduce tasks
Assignments for Deep Learning Course (CS60010)
This is the official repository for the code used in the paper ESRO: Experience Assisted Service Reliability against Outages (ASE 2023).
Clustering using EM Algorithm on various datasets
TensorFlow examples
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
It is the official repository for the paper Proof of Federated Training: Accountable Cross-Network Model Training and Inference, published at IEEE ICBC 2022
A Repository for learning and practicing git
A Hierarchical Clustering Approach for Network Embedding
Term Research Project for the course Scalable Data Mining [IIT Kgp] (CS60021)
Documentation and Codes for IEEE certified Image Processing Workshop
Image Segmentation on 3 popular datasets using Unet and DeepLab model
Single Cycle CPU design (RISC architecture) developed in Xilinx ISE 14.7 using Verilog
Assignments for the Machine Learning course at IIT KGP
Classy web framework for Go
Minimally Supervised Semi-Supervised Learning
Multi-modal Emotion Recognition in Conversations using MELD dataset
Networks Lab (CS39006) Assignments