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Praveen Kumar's Projects

backup-file-system-in-linux-kernel icon backup-file-system-in-linux-kernel

Created a file system that automatically creates backup versions of files which also allows you to view versions as well as recover them. Also handles tasks via ioctl commands for: backup, version access, and retention policies.

bbr-versus-cubic-tcp-experimentation-and-analysis icon bbr-versus-cubic-tcp-experimentation-and-analysis

The main goal of this project is to understand and compare the working of BBR and Cubic protocols under various circumstances by deploying servers at various locations, and to verify the fairness of BBR.

ds19spring icon ds19spring

CSE535 Asynchronous (Distributed) Systems 2019 Spring

parallel-graph-algo icon parallel-graph-algo

Parallel algorithm to find similarity matrix across complex graphs having more than 10K vertices

pcap-analyser icon pcap-analyser

Analyzed a Wireshark/TCPdump trace to characterize the TCP flows in the trace and also figured out the HTTP Versions, congestion window sizes and packet losses

rip-lite icon rip-lite

Created my own topology to set up static routing. Also implemented an "application" layer routing protocol which implements distance vector routing using Bellman-Ford algorithm.

transition-parsing-using-neural-networks icon transition-parsing-using-neural-networks

Implemented the ARC standard system, feature extraction, neural network architecture including activation function and loss function for the Fast & Accurate Dependency Parser using Tensor Flow framework in python.

viterbi-decoding-and-feature-engineering icon viterbi-decoding-and-feature-engineering

Implemented the Viterbi algorithm for sequence tagging, did feature engineering to identify a good set of features and also compared the MEMM and CRF Statistical Modeling Methods, using Tensor Flow framework.

word-vector-training icon word-vector-training

Evaluated the word vectors learned from both nce and cross entropy loss functions using word analogy tests

xcrypt-system-call-in-linux-kernel icon xcrypt-system-call-in-linux-kernel

Implemented a new system call in Linux Kernel to support Encryption/Decryption using AES algorithm. The user level code takes the input file, output file ,cipher mode and the encrypt/decrypt flag as input parameters.The system call performs the required validations in the kernel space and uses the CryptoAPI to perform the required encryption/decryption.Password was encoded in the user and kernel spaces using MD5 hash.

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