TALICS$^3$: Tape Library Cloud Storage System Simulator
Simulation Modelling Practice and Theory, Volume 134, 2024, 102947 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 accura...
Gespeichert in:
Hauptverfasser: | , , |
---|---|
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | Simulation Modelling Practice and Theory, Volume 134, 2024, 102947 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. |
---|---|
DOI: | 10.48550/arxiv.2405.00003 |