Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.11779/2274
Title: | TALICS3 : Tape library cloud storage system simulator | Authors: | Peng, James Arslan, Şuayb Şefik Göker, Turguy |
Keywords: | Fault tolerance Simulators Tape libraries Distributed systems Cloud storage Erasure coding HPC storage |
Publisher: | Elsevier | Abstract: | High performance computing data is surging fast into the exabyte-scale world, where tape libraries are the main platform for long-term durable data storage besides high -cost DNA. Tape libraries are extremely hard to model, but accurate modeling is critical for system administrators to obtain valid performance estimates for their designs. This research introduces a discrete- event tape simulation platform that realistically models tape library behavior in a networked cloud environment, by incorporating real -world phenomena and effects. The platform addresses several challenges, including precise estimation of data access latency, rates of robot exchange, data collocation, deduplication/compression ratio, and attainment of durability goals through replication or erasure coding. Using the proposed simulator, one can compare the single enterprise configuration with multiple commodity library configurations, making it a useful tool for system administrators and reliability engineers. This makes the simulator a valuable tool for system administrators and reliability engineers, enabling them to acquire practical and dependable performance estimates for their enduring, cost-efficient cold data storage architecture designs. | URI: | https://doi.org/10.1016/j.simpat.2024.102947 https://hdl.handle.net/20.500.11779/2274 |
ISSN: | 1569-190X 1878-1462 |
Appears in Collections: | Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
Files in This Item:
File | Size | Format | |
---|---|---|---|
Full Text - Article.pdf Restricted Access | 173.18 kB | Adobe PDF | View/Open Request a copy |
CORE Recommender
Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.