<?xml-stylesheet type="text/xsl" href="https://academic-works.astrareconslabs.com/feed.xsl"?>https://academic-works.astrareconslabs.com/research/Academic homepage of Parth Sinha, researcher in Computer Science.en-gb (Parth Sinha)Sat, 16 May 2026 10:34:04 +0000https://academic-works.astrareconslabs.com/research/~/adaptive-consensus-protocols-under-partial-synchrony/Sun, 15 Sep 2024 00:00:00 +0000https://academic-works.astrareconslabs.com/research/~/adaptive-consensus-protocols-under-partial-synchrony/We present AdaptRaft, a variant of the Raft consensus algorithm that dynamically adjusts its timing parameters using a lightweight online learning model, reducing tail latency by up to 34% in geo-distributed deployments.https://academic-works.astrareconslabs.com/research/~/byzantine-fault-tolerance-in-practice-a-survey-of-modern-bft-protocols/Fri, 01 Mar 2024 00:00:00 +0000https://academic-works.astrareconslabs.com/research/~/byzantine-fault-tolerance-in-practice-a-survey-of-modern-bft-protocols/A structured survey of Byzantine fault-tolerant consensus protocols deployed since 2015, identifying the practical trade-offs between safety, liveness, and throughput that are often obscured in theoretical treatments.https://academic-works.astrareconslabs.com/research/~/learned-indices-for-distributed-key-value-stores/Sat, 10 Jun 2023 00:00:00 +0000https://academic-works.astrareconslabs.com/research/~/learned-indices-for-distributed-key-value-stores/We explore the applicability of learned index structures to distributed key-value stores, demonstrating that model-based indices can reduce lookup latency by 22% with a modest increase in memory footprint on skewed workloads.