Energy characterization of filesystems for diskless embedded systems
Proceedings of the 41st annual Design Automation Conference
Energy conservation techniques for disk array-based servers
Proceedings of the 18th annual international conference on Supercomputing
Energy-efficiency and storage flexibility in the blue file system
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Making information flow explicit in HiStar
OSDI '06 Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7
Pergamum: replacing tape with energy efficient, reliable, disk-based archival storage
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
A framework of energy efficient mobile sensing for automatic user state recognition
Proceedings of the 7th international conference on Mobile systems, applications, and services
Better I/O through byte-addressable, persistent memory
Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles
Energy consumption in mobile phones: a measurement study and implications for network applications
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Proceedings of the 42nd Annual IEEE/ACM International Symposium on Microarchitecture
On the energy (in)efficiency of Hadoop clusters
ACM SIGOPS Operating Systems Review
Quanto: tracking energy in networked embedded systems
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
An analysis of power consumption in a smartphone
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
Energy efficiency of mobile clients in cloud computing
HotCloud'10 Proceedings of the 2nd USENIX conference on Hot topics in cloud computing
CODES/ISSS '10 Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones
OSDI'10 Proceedings of the 9th USENIX conference on Operating systems design and implementation
Keypad: an auditing file system for theft-prone devices
Proceedings of the sixth conference on Computer systems
Energy management in mobile devices with the cinder operating system
Proceedings of the sixth conference on Computer systems
Fine-grained power modeling for smartphones using system call tracing
Proceedings of the sixth conference on Computer systems
Profiling resource usage for mobile applications: a cross-layer approach
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Self-constructive high-rate system energy modeling for battery-powered mobile systems
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
SCMFS: a file system for storage class memory
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Providing safe, user space access to fast, solid state disks
ASPLOS XVII Proceedings of the seventeenth international conference on Architectural Support for Programming Languages and Operating Systems
Where is the energy spent inside my app?: fine grained energy accounting on smartphones with Eprof
Proceedings of the 7th ACM european conference on Computer Systems
Who killed my battery?: analyzing mobile browser energy consumption
Proceedings of the 21st international conference on World Wide Web
USENIX ATC'12 Proceedings of the 2012 USENIX conference on Annual Technical Conference
Empowering developers to estimate app energy consumption
Proceedings of the 18th annual international conference on Mobile computing and networking
Revisiting storage for smartphones
ACM Transactions on Storage (TOS)
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Secure digital cards and embedded multimedia cards are pervasively used as secondary storage devices in portable electronics, such as smartphones and tablets. These devices cost under 70 cents per gigabyte. They deliver more than 4000 random IOPS and 70 MBps of sequential access bandwidth. Additionally, they operate at a peak power lower than 250 milliwatts. However, software storage stack above the device level on most existing mobile platforms is not optimized to exploit the low-energy characteristics of such devices. This paper examines the energy consumption of the storage stack on mobile platforms. We conduct several experiments on mobile platforms to analyze the energy requirements of their respective storage stacks. Software storage stack consumes up to 200 times more energy when compared to storage hardware, and the security and privacy requirements of mobile apps are a major cause. A storage energy model for mobile platforms is proposed to help developers optimize the energy requirements of storage intensive applications. Finally, a few optimizations are proposed to reduce the energy consumption of storage systems on these platforms.