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rahul-shiv's Projects

da-2018 icon da-2018

This is a data analytics project. We plan to analyse a dataset containing data on movies and make some findings.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

epoll_threadpool icon epoll_threadpool

A small, clean, linux-only thread-pool implementation using epoll with support for sockets, scheduled callbacks and TCP connections.

performance-characterization-of-communication-protocols-in-microservice-applications icon performance-characterization-of-communication-protocols-in-microservice-applications

Industrial applications are moving towards deployment using the microservice architecture. These microservices heavily rely on the networking stack for communication which, along with the container abstraction layer causes a significant overhead. With increasing core count on modern processors, these microservices are likely to be scheduled on the same host. In this paper, we attempt to analyze and optimize inter-microservice communication on the same host. We characterize three popular communication protocols - REST, gRPC, and Thrift, in terms of their network, memory, CPU utilization, and response time. Our studies showed that Thrift and gRPC are relatively faster than REST and hence, suitable for inter-microservice interactions owing to their speeds and compression. We leverage the shared memory between the microservices on the same host, using Unix Domain Sockets along with appropriate NUMA tuning that achieved an 86.48% reduction in response time.

selfielessacts_new icon selfielessacts_new

This is an application called SelfieLessActs. Upload a picture of a selfless act you did today on this app. Users can upvote posts they find inspiring. To load necessary node modules - npm install

sem3-ds icon sem3-ds

Data Structures project for sem 3. It is a to do list, that is implemented as a priority queue. Priority is assigned using multiple factors. This project is done in C.

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