Skip navigation


  • DSpace logo
  • Home
  • Collections
  • Researcher Profile
  • Explore by
    • Researcher Profile
  • VGU library
  • Help
  • User Guide
  • Sign on to:
    • My DSpace
    • Receive email
      updates
    • Edit Account details

VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1882
Title: Fine-tuning distributed rate limiter: a multi-scenario performance evaluation
Authors: Nguyen Duc Thang 
Keywords: Fine-tuning distributed;Multi-scenario performance
Issue Date: 2023
Abstract: 
This dissertation focuses on investigating and assessing different distributed system techniques,
especially when it comes to rate-limiting resource protection. The Token Bucket Algorithm, Fixed Window Counter Algorithm, and Sliding Window Log Algorithm are a few of these algorithms. External libraries like Redis for quick value retrieval and Apache Zookeeper for synchronization are integrated into this study. To guarantee accurate data gathering, the benchmarking tests will mainly evaluate the latency, response time, and CPU utilization of each method in a containerized environment. The results show that the best way to deal with the difficulties of distributed rate restriction is to use the Sliding Window Log Algorithm enhanced with LuaScript. Moreover, the application of this rate limiter to a practical scenario yields anticipated outcomes: a decrease in acceptance rates accompanied by reductions in latency, response time, and CPU usage.
URI(1): https://epub.vgu.edu.vn/handle/dlibvgu/1882
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Computer Science (CS)

Files in This Item:
File Description SizeFormat Existing users please Login
Fine-tuning distributed rate limiter a multi-scenario performance evaluation.pdf4.83 MBAdobe PDF
Show full item record

Page view(s)

293
checked on Nov 16, 2025

Download(s)

46
checked on Nov 16, 2025

Google ScholarTM

Check


This item is licensed under a Creative Commons License Creative Commons

© Copyright 2020 by Vietnamese - German University Library.
Add: Ring road 4, Quarter 4, Thoi Hoa Ward, Ben Cat City, Binh Duong Province
Tel.:(0274) 222 0990. Ext.: 70206