Cleaning policies in mobile computers using flash memory
Journal of Systems and Software
ELF: an efficient log-structured flash file system for micro sensor nodes
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Algorithms and data structures for flash memories
ACM Computing Surveys (CSUR)
Semantically-Smart Disk Systems
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Capsule: an energy-optimized object storage system for memory-constrained sensor devices
Proceedings of the 4th international conference on Embedded networked sensor systems
FlashDB: dynamic self-tuning database for NAND flash
Proceedings of the 6th international conference on Information processing in sensor networks
A design for high-performance flash disks
ACM SIGOPS Operating Systems Review - Systems work at Microsoft Research
A transactional flash file system for microcontrollers
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Microhash: an efficient index structure for fash-based sensor devices
FAST'05 Proceedings of the 4th conference on USENIX Conference on File and Storage Technologies - Volume 4
BPLRU: a buffer management scheme for improving random writes in flash storage
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Reducing Hybrid Disk Write Latency with Flash-Backed I/O Requests
MASCOTS '07 Proceedings of the 2007 15th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
LTFTL: lightweight time-shift flash translation layer for flash memory based embedded storage
EMSOFT '08 Proceedings of the 8th ACM international conference on Embedded software
Online maintenance of very large random samples on flash storage
Proceedings of the VLDB Endowment
Migrating server storage to SSDs: analysis of tradeoffs
Proceedings of the 4th ACM European conference on Computer systems
CPS-SIM: configurable and accurate clock precision solid state drive simulator
Proceedings of the 2009 ACM symposium on Applied Computing
Write amplification analysis in flash-based solid state drives
SYSTOR '09 Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference
FTL design exploration in reconfigurable high-performance SSD for server applications
Proceedings of the 23rd international conference on Supercomputing
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Proceedings of the 36th annual international symposium on Computer architecture
Disk schedulers for solid state drivers
EMSOFT '09 Proceedings of the seventh ACM international conference on Embedded software
Adding aggressive error correction to a high-performance compressing flash file system
EMSOFT '09 Proceedings of the seventh ACM international conference on Embedded software
A buffer replacement algorithm exploiting multi-chip parallelism in solid state disks
CASES '09 Proceedings of the 2009 international conference on Compilers, architecture, and synthesis for embedded systems
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Proceedings of the 2009 International Conference on Hybrid Information Technology
A flexible simulation environment for flash-aware algorithms
Proceedings of the 18th ACM conference on Information and knowledge management
Lazy-Adaptive Tree: an optimized index structure for flash devices
Proceedings of the VLDB Endowment
Modeling and simulating flash based solid-state disks for operating systems
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
Online maintenance of very large random samples on flash storage
The VLDB Journal — The International Journal on Very Large Data Bases
Using transparent compression to improve SSD-based I/O caches
Proceedings of the 5th European conference on Computer systems
Swap-before-hibernate: a time efficient method to suspend an OS to a flash drive
Proceedings of the 2010 ACM Symposium on Applied Computing
Efficient cache design for solid-state drives
Proceedings of the 7th ACM international conference on Computing frontiers
Reliability and performance enhancement technique for SSD array storage system using RAID mechanism
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Buffer flush and address mapping scheme for flash memory solid-state disk
Journal of Systems Architecture: the EUROMICRO Journal
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Optimizations of LFS with slack space recycling and lazy indirect block update
Proceedings of the 3rd Annual Haifa Experimental Systems Conference
DFS: A file system for virtualized flash storage
ACM Transactions on Storage (TOS)
DASH-IO: an empirical study of flash-based IO for HPC
Proceedings of the 2010 TeraGrid Conference
DFS: a file system for virtualized flash storage
FAST'10 Proceedings of the 8th USENIX conference on File and storage technologies
Extending SSD lifetimes with disk-based write caches
FAST'10 Proceedings of the 8th USENIX conference on File and storage technologies
FlashVM: revisiting the virtual memory hierarchy
HotOS'09 Proceedings of the 12th conference on Hot topics in operating systems
Everest: scaling down peak loads through I/O off-loading
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Block management in solid-state devices
USENIX'09 Proceedings of the 2009 conference on USENIX Annual technical conference
FlashVM: virtual memory management on flash
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
ChunkStash: speeding up inline storage deduplication using flash memory
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
HotStorage'10 Proceedings of the 2nd USENIX conference on Hot topics in storage and file systems
How i learned to stop worrying and love flash endurance
HotStorage'10 Proceedings of the 2nd USENIX conference on Hot topics in storage and file systems
On disk I/O scheduling in virtual machines
WIOV'10 Proceedings of the 2nd conference on I/O virtualization
hybridFS: integrating NAND flash-based SSD and HDD for hybrid file system
ISTASC'10 Proceedings of the 10th WSEAS international conference on Systems theory and scientific computation
Performance of greedy garbage collection in flash-based solid-state drives
Performance Evaluation
Janus-FTL: finding the optimal point on the spectrum between page and block mapping schemes
EMSOFT '10 Proceedings of the tenth ACM international conference on Embedded software
A reliable MTD design for MLC flash-memory storage systems
EMSOFT '10 Proceedings of the tenth ACM international conference on Embedded software
DASH: a Recipe for a Flash-based Data Intensive Supercomputer
Proceedings of the 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis
Scalable virtual machine storage using local disks
ACM SIGOPS Operating Systems Review
The VMware mobile virtualization platform: is that a hypervisor in your pocket?
ACM SIGOPS Operating Systems Review
FlashStore: high throughput persistent key-value store
Proceedings of the VLDB Endowment
What is the future of disk drives, death or rebirth?
ACM Computing Surveys (CSUR)
Architectures and optimization methods of flash memory based storage systems
Journal of Systems Architecture: the EUROMICRO Journal
Impact of flash memory on video-on-demand storage: analysis of tradeoffs
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Data management for SSDs for large-scale interactive graphics applications
I3D '11 Symposium on Interactive 3D Graphics and Games
Proceedings of the 19th ACM/SIGDA international symposium on Field programmable gate arrays
Study of the performance impact of a cache buffer in solid-state disks
Microprocessors & Microsystems
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
Leveraging value locality in optimizing NAND flash-based SSDs
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
Emulating Goliath storage systems with David
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
Exploiting memory device wear-out dynamics to improve NAND flash memory system performance
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
A low-cost wear-leveling algorithm for block-mapping solid-state disks
Proceedings of the 2011 SIGPLAN/SIGBED conference on Languages, compilers and tools for embedded systems
A study on the block fragmentation problem of ssd based on NAND flash memory
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
A comprehensive study of energy efficiency and performance of flash-based SSD
Journal of Systems Architecture: the EUROMICRO Journal
A hybrid flash translation layer with adaptive merge for SSDs
ACM Transactions on Storage (TOS)
Online availability upgrades for parity-based RAIDs through supplementary parity augmentations
ACM Transactions on Storage (TOS)
CAVE: channel-aware buffer management scheme for solid state disk
Proceedings of the 2011 ACM Symposium on Applied Computing
Sector log: fine-grained storage management for solid state drives
Proceedings of the 2011 ACM Symposium on Applied Computing
Prototyping a high-performance low-cost solid-state disk
Proceedings of the 4th Annual International Conference on Systems and Storage
SkimpyStash: RAM space skimpy key-value store on flash-based storage
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Data management over flash memory
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Hystor: making the best use of solid state drives in high performance storage systems
Proceedings of the international conference on Supercomputing
Proceedings of the international conference on Supercomputing
An FTL-agnostic layer to improve random write on flash memory
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Exploiting heat-accelerated flash memory wear-out recovery to enable self-healing SSDs
HotStorage'11 Proceedings of the 3rd USENIX conference on Hot topics in storage and file systems
An efficient mapping table management in NAND flash-based mobile computers
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
Performance improvement of I/O subsystems exploiting the characteristics of solid state drives
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
FAST: a generic framework for flash-aware spatial trees
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
ExLRU: a unified write buffer cache management for flash memory
EMSOFT '11 Proceedings of the ninth ACM international conference on Embedded software
ShiftFlash: Make flash-based storage more resilient and robust
Performance Evaluation
Designing a flash-aware two-level cache
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
Emulating goliath storage systems with David
ACM Transactions on Storage (TOS)
An adaptive write buffer management scheme for flash-based SSDs
ACM Transactions on Storage (TOS)
A caching-oriented management design for the performance enhancement of solid-state drives
ACM Transactions on Storage (TOS)
HPDA: A hybrid parity-based disk array for enhanced performance and reliability
ACM Transactions on Storage (TOS)
Optimizing index scans on flash memory SSDs
ACM SIGMOD Record
B+-tree index optimization by exploiting internal parallelism of flash-based solid state drives
Proceedings of the VLDB Endowment
Update migration: an efficient B+ tree for flash storage
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
An adaptive file-system-oriented FTL mechanism for flash-memory storage systems
ACM Transactions on Embedded Computing Systems (TECS)
Poster: a comprehensive benchmark suite for emerging solid state drives
Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion
Poster: rethinking raid for SSD based HPC systems
Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion
Block storage virtualization with commodity secure digital cards
VEE '12 Proceedings of the 8th ACM SIGPLAN/SIGOPS conference on Virtual Execution Environments
On the performance of games using solid state drives
Proceedings of the 10th Annual Workshop on Network and Systems Support for Games
Delta-FTL: improving SSD lifetime via exploiting content locality
Proceedings of the 7th ACM european conference on Computer Systems
FlashTier: a lightweight, consistent and durable storage cache
Proceedings of the 7th ACM european conference on Computer Systems
Transparent Online Storage Compression at the Block-Level
ACM Transactions on Storage (TOS)
De-indirection for flash-based SSDs with nameless writes
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
Reducing SSD read latency via NAND flash program and erase suspension
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
Optimizing NAND flash-based SSDs via retention relaxation
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
SFS: random write considered harmful in solid state drives
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
FIOS: a fair, efficient flash I/O scheduler
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
Lifetime management of flash-based SSDs using recovery-aware dynamic throttling
FAST'12 Proceedings of the 10th USENIX conference on File and Storage Technologies
A flexible OS-based approach for characterizing solid-state disk endurance
Proceedings of the 9th conference on Computing Frontiers
Proceedings of the 22nd international workshop on Network and Operating System Support for Digital Audio and Video
HotDataTrap: a sampling-based hot data identification scheme for flash memory
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Operating system support for dynamic over-provisioning of solid state drives
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Hathi: durable transactions for memory using flash
DaMoN '12 Proceedings of the Eighth International Workshop on Data Management on New Hardware
What is a good buffer cache replacement scheme for mobile flash storage?
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Empirical analysis of solid state disk data retention when used with contemporary operating systems
Digital Investigation: The International Journal of Digital Forensics & Incident Response
A dynamic component model for cyber physical systems
Proceedings of the 15th ACM SIGSOFT symposium on Component Based Software Engineering
Physically addressed queueing (PAQ): improving parallelism in solid state disks
Proceedings of the 39th Annual International Symposium on Computer Architecture
An evaluation of different page allocation strategies on high-speed SSDs
HotStorage'12 Proceedings of the 4th USENIX conference on Hot Topics in Storage and File Systems
Enhancing SSD reliability through efficient RAID support
Proceedings of the Asia-Pacific Workshop on Systems
SI-CV: snapshot isolation with co-located versions
TPCTC'11 Proceedings of the Third TPC Technology conference on Topics in Performance Evaluation, Measurement and Characterization
BVSSD: build built-in versioning flash-based solid state drives
Proceedings of the 5th Annual International Systems and Storage Conference
SAC: rethinking the cache replacement policy for SSD-based storage systems
Proceedings of the 5th Annual International Systems and Storage Conference
E-HASH: an energy-efficient hybrid storage system composed of one SSD and multiple HDDs
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
The constraints of magnetic versus flash disk capabilities in big data analysis
Proceedings of the 2nd Workshop on Architectures and Systems for Big Data
Working-set-based address mapping for ultra-large-scaled flash devices
Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
Enhancing SSD reliability through efficient RAID support
APSys'12 Proceedings of the Third ACM SIGOPS Asia-Pacific conference on Systems
NAND flash memory-based hybrid file system for high I/O performance
Journal of Parallel and Distributed Computing
Hybrid nonvolatile disk cache for energy-efficient and high-performance systems
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special section on adaptive power management for energy and temperature-aware computing systems
A New File-Specific Stripe Size Selection Method for Highly Concurrent Data Access
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
An on-line hot data identification for flash-based storage using sampling mechanism
ACM SIGAPP Applied Computing Review
Analyzing and improving table space allocation
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Revisiting widely held SSD expectations and rethinking system-level implications
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
FTL2: a hybrid flash translation layer with logging for write reduction in flash memory
Proceedings of the 14th ACM SIGPLAN/SIGBED conference on Languages, compilers and tools for embedded systems
Investigating hybrid SSD FTL schemes for Hadoop workloads
Proceedings of the ACM International Conference on Computing Frontiers
Beyond block I/O: implementing a distributed shared log in hardware
Proceedings of the 6th International Systems and Storage Conference
HEC: improving endurance of high performance flash-based cache devices
Proceedings of the 6th International Systems and Storage Conference
An empirical study of hot/cold data separation policies in solid state drives (SSDs)
Proceedings of the 6th International Systems and Storage Conference
Exploiting workload dynamics to improve SSD read latency via differentiated error correction codes
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special Section on Networks on Chip: Architecture, Tools, and Methodologies
Product code schemes for error correction in MLC NAND flash memories
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Cooperating virtual memory and write buffer management for flash-based storage systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Generalized Optimal Response Time Retrieval of Replicated Data from Storage Arrays
ACM Transactions on Storage (TOS)
FlashStream: a multi-tiered storage architecture for adaptive HTTP streaming
Proceedings of the 21st ACM international conference on Multimedia
Mapping granularity and performance tradeoffs for solid state drive
The Journal of Supercomputing
ACM Transactions on Embedded Computing Systems (TECS)
A survey of address translation technologies for flash memories
ACM Computing Surveys (CSUR)
MMSoC: a multi-layer multi-core storage-on-chip design for systems with high integration
Proceedings of the 14th International Conference on Computer Systems and Technologies
Scan and join optimization by exploiting internal parallelism of flash-based solid state drives
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Append storage in multi-version databases on flash
BNCOD'13 Proceedings of the 29th British National conference on Big Data
High performance & low latency in solid-state drives through redundancy
Proceedings of the 1st Workshop on Interactions of NVM/FLASH with Operating Systems and Workloads
What systems researchers need to know about NAND flash
HotStorage'13 Proceedings of the 5th USENIX conference on Hot Topics in Storage and File Systems
FlashFQ: a fair queueing I/O scheduler for flash-based SSDs
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
The harey tortoise: managing heterogeneous write performance in SSDs
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
NoFTL: database systems on FTL-less flash storage
Proceedings of the VLDB Endowment
EagleTree: exploring the design space of SSD-based algorithms
Proceedings of the VLDB Endowment
Improving flash write performance by using update frequency
Proceedings of the VLDB Endowment
An adaptive, low-cost wear-leveling algorithm for multichannel solid-state disks
ACM Transactions on Embedded Computing Systems (TECS)
Triple-A: a Non-SSD based autonomic all-flash array for high performance storage systems
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section ESFH'12, ESTIMedia'11 and Regular Papers
Sirtio: Towards Scalable Virtual SSDs
Proceedings of the Second International Conference on Innovative Computing and Cloud Computing
Last block logging mechanism for improving performance and lifetime on SCM-based file system
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Adaptive range-based address mapping for the flash storage devices with explosive capacity
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
The Journal of Supercomputing
Supporting historic queries in sensor networks with flash storage
Information Systems
Migration-based hybrid cache design for file systems over flash storage devices
ACM SIGAPP Applied Computing Review
Write policies for host-side flash caches
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
Getting real: lessons in transitioning research simulations into hardware systems
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
LDPC-in-SSD: making advanced error correction codes work effectively in solid state drives
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
Extending the lifetime of flash-based storage through reducing write amplification from file systems
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
Gecko: contention-oblivious disk arrays for cloud storage
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
ReconFS: a reconstructable file system on flash storage
FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies
CRAID: online RAID upgrades using dynamic hot data reorganization
FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies
FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies
Flash storage integration in the IBM System z EC12 I/O drawer
IBM Journal of Research and Development
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Solid-state disks (SSDs) have the potential to revolutionize the storage system landscape. However, there is little published work about their internal organization or the design choices that SSD manufacturers face in pursuit of optimal performance. This paper presents a taxonomy of such design choices and analyzes the likely performance of various configurations using a trace-driven simulator and workload traces extracted from real systems. We find that SSD performance and lifetime is highly workload-sensitive, and that complex systems problems that normally appear higher in the storage stack, or even in distributed systems, are relevant to device firmware.