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iit-kgp

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This repository contains the code for the Assignment-3 of Distributed Systems(CS60002) course of Spring, 2024. Implementing a Write-Ahead Logging for consistency in Replicated Database with Sharding

  • Updated May 15, 2024
  • Python

Curated Constraint@AAAI-2021 dataset (10.6K posts from Twitter, Facebook etc.) to build a pipeline for classifying social media content as real or fake • Trained and optimized classical ML models (Logistic Regression, SVM, KNN, Neural Networks) Fine-tuned BERT-based transformers, Twhin-BERT achieved 97% accuracy and 0.975 F1-score.

  • Updated Dec 18, 2025
  • Jupyter Notebook

In-memory key–value store with LRU eviction, hash–list indexing, sustaining <10µs access latency and persistent retrieval at ~1–2ms, epoll-based TCP server handling 10K+ concurrent connections with the RESP-2 protocol for scalable client–server communication. Benchmarked extensively via redis-benchmark achieving 92K GETs/sec and 84K SETs/sec .

  • Updated Dec 18, 2025
  • C++

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