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Solid State Drive Based Energy Efficient Cloud Storage
Jesus Ramos Alexis Jefferson Tiffany Da Silva SalmaRodriguez Jorge Cabrera
Florida International UniversityVISA Research Lab
CIS 4911 - Senior ProjectProject Mentor: Dr. Ming Zhao
December 4, 2012
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Outline
Background
Proposed Approach
Implementation
Web Interface
Evaluation
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Background
Current System
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Background
Proposed Approach
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Background
Feasibility Study
Disk-State Inc. from Inactive Disk-State Inc. from InactiveHDD-Inactive: +0 SSD-Inactive: +0
HDD-Idle: +4 SSD-Idle: +0.7
HDD-Active (Read): +7.2 SSD-Active (Read): +3.5
HDD-Active (Write): +7.6 SSD-Active (Write): +5.1
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Implementation
Cache Management Policy
LRU (Least Recently Used)Assumes that pages that aren’t used for a long time will notbe used in the near future
LFU (Least Frequently Used)Pages that are used less frequently should be evicted first
Changes to accommodate policies:
Replace hash table with a radix tree ordered by sectors
Use linked list to manage LRU and LFU schemes
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Implementation
Dynamic Spin-down Daemon
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Power Monitoring
Measuring Power
Watts Up? Pro
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Power Monitoring
Web Application
Purpose: display data from measurements
Important Features:
View current powerView past power tests
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Power Monitoring
View Past Power
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Power Monitoring
View Past Power
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Power Monitoring
View Current Power
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Power Monitoring
View Current Power
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Evaluation
Evaluation Setup
Collected power consumption measurements from a client and servernode
Three configurations:
BaselineDM-CacheDM-Cache with daemon modifications
Two types of benchmarks
Simple file operationsWorkload emulation
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Evaluation
IOZone: Micro Benchmarks
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Evaluation
Filebench: Synthetic Workload
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Conclusion
Conclusion
Leveraged existing client-side caching and added new cache evictionpolicies
Implemented disk spin-down daemon to exploit idle disk periods
Developed a web application to display power consumption graphs
Presented experiments showing the benefits of client-side SSD caching
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