COMP 3000 Essay 1 2010 Question 10: Difference between revisions

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=Answer=
=Answer=
First introduced in the late 80s, Flash-memory is a light, energy-independent, compact, shock-resistent and efficiently readable type of storage. Because of the particular limitations of this kind of memory, flash file systems require a fundamentally different system architecture than disk-based file-systems:  these systems need to be designed in light of flash-memory’s limited number of erase-cycles and its need to conduct erasures a block at a time. These constraints are a direct result of the same design that gives flash its advantages with reguard to [ TO WHAT?] as both are due to [TO WHAT?] . Thus, a typical disk-based file-system is not suitable for working with flash memory as it erases far too frequently and indiscriminently while being simultaneously optimized for other constraints that do not affect flash memory. This means that a different solution is necessary and that is the log-based file-system: this type of system is far better suited to working with flash memory because it optimizes erasures by [WHAT?].
 
First introduced in the late 80s, Flash-memory is a light, energy-independent, compact, shock-resistant and efficiently readable type of storage. Because of the particular limitations of this kind of memory, flash file systems require a fundamentally different system architecture than disk-based file-systems. The particular limitations that lead to this necessity are flash-memory’s limited number of erase-cycles, the slowness of its writes and erasures, as well as its need to conduct erasures one entire block at a time. A typical disk-based file-system is not suitable for working with flash as it erases far too frequently and indiscriminately while being simultaneously optimized for other constraints that do not affect flash memory. This means that a different solution is necessary and that solution is the log-based file-system which is far better suited to working with flash because it is able to optimize a flash unit's lifespan through the log-structure of writes and wear-leveling, as well as its efficiency through the better management of writes and erasures.  


==Flash Memory==
==Flash Memory==
''basic info on flash memory''
===Constraints===
''--''


==Hard Disk drives==
Though Flash memory has many advantages it also has several disadvantages which are of key relevance for anyone attempting to implement an file system to work with it.
''basic info on HDDs''
 
===Constraints===
Though flash memory on the whole has strengths and weaknesses, it is also divided into two sub-types and each of these also has its own advantages and disadvantages that shall be briefly examined here. The two types of flash memory are NOR and NAND: NOR has the faster read times, but is much slower at writing. NAND on the other hand has much more capacity, faster write times, is less expensive, and can last about ten times longer. This means that NAND is the superior form of flash for long term storage, while NOR is preferred for computer embedded read-only functions. [2] Although these two types of flash are different, they are not sufficiently so as to merit an independence file system approach for each one. Thus, we shall not differentiate between them for the rest of this article.
''--''
 
The use of flash has grown dramatically in recent years, primarily for the purpose of portable devices and portable data storage. While this phenomenon has been partially due to the falling price of the product, it has been more of a result of flash's strengths - these make it a near optimal solution for the many portable devices which are currently in vogue. These strengths, besides compactness, resistance to shock and independence from power-supplies also include extremely fast read times. Indeed, the read times of flash devices can be as much as fourteen times those of hard disk drives. [17]
 
Despite these advantages, however, are not the preferred storage method for home PCs. The reason for this is not just that other kinds of memory are still significantly cheaper, but also that flash memory has certain limitations built into it. The most critical of these is that each block of flash memory can only be erased approximately 100,000 times (or just 10000 if its NOR flash).[14] This poses a problem because of flash memory's second significant drawback: when modifying a file, even if its a single bit, the entire block must be erased, and rewritten. This erase/rewrite slows down the write operation considerably, making it actually slower to write or erase a file on flash than to a hard disk drive (HDD).[8]
 
Thus, though flash does offer much faster read-times, it comes with the heavy constraints on a limited number of erase cycles, slow write and erase times and the necessity to be erased a block at a time.
 


==Traditionally Optimized File Systems==
==Traditionally Optimized File Systems==
''things traditional files systems do to optimize HDD read/write/etc''


Most conventional file systems are designed to me implemented on hard disk drives. This fact does not mean they cannot be implemented on a solid state drive (file storage that uses flash memory instead of magnetic discs). It would however, in many ways, defeat the purpose of using flash memory. The most consuming process for an HDD is seeking data by relocating the read-head and spinning the magnetic disk. A traditional file system optimizes the way it stores data by placing related blocks close-by on the disk to minimize mechanical movement within the HDD. One of the great advantages of flash memory, which accounts for its fast read speed, is that there is no need to seek data physically so there is no need to waste resources laying out the data in close proximity.
An HDD file-system, however, is not optimized to work with flash memory. The reason for this is that conventional hard-disks have different constraints from those of flash memory - their primary problem is to reduce seeking time, while the primary problem when working with flash memory is to erase in a minimal and balanced way.  
A traditional HDD file system will also attempt to defragment itself, moving blocks of data around for closer proximity on the magnetic disk. This process, although beneficial for HDD's, is harmful and inefficient for flash based storage. A flash optimal file system needs to reduce the amount of erase operations, since flash memory only has a limited amount of erase cycles as well as having very slow erase speeds.
 
When an HDD rewrites data to a physical location there is no need for it to erase the previously occupying data first, so a traditional disk based file system doesn't worry about erasing data from unused memory blocks. In contrast flash memory needs to first erase the data block before it can modify any of it contents. Since the erase procedure is extremely slow, its not practical to overwrite old data every time. It is also decremental to the life span of flash memory.
The most consuming process for an HDD is seeking data by relocating the read-head and spinning the magnetic disk. A traditional file system optimizes the way it stores data by placing related blocks close-by on the disk in order to minimize mechanical movement within the HDD. One of the great advantages of flash memory, which accounts for its fast read speed, is that there is no need to seek data physically. This is also why defragmentaion, a procedure used by HDDs to put files into more convenient configurations and thus minimize seeking times, loses its purpose in a flash memory context. Indeed, the unnecessary erasures that it entails are both inefficient and harmful for a flash memory unit. [SOURCE?]
To maximize the potential of flash based memory the file system would have to write new data to empty memory blocks. This method would also call for some sort of garbage collection to erase unused blocks when the system is idle, which does not get implemented in conventional file systems since it is not needed.
 
This comes directly out of flash memory's aforementioned constraints: the slow block-sized erasures and the limited number of erase-cycles. Because of these, a flash optimal file system needs to minimize its erase operations and also to spread out its erasures in such a way as to avoid the formation of hot-spots: sections of memory which have undergone a disproportionately high number of erasures and are thus in danger of burning out. This process of spreading out data is referred to as ''wear leveling''. To minimize hot-spots, a system using flash memory would have to write new data to empty memory blocks. [3] This method would also call for some sort of garbage collection to conduct necessary erasure operations while the system is idle. Of course, there is no such feature in a traditional HDD file-system. For the reasons given above, HDD systems are unsuitable for use with flash memory.


==Flash Optimized File Systems==
==Flash Optimized File Systems==
''Flash Optimized files systems do to optimize HDD read/write/etc''


==Similarities==
Log-based file systems do not share the disadvantages of HDD file systems. Also known as Flash Transitional Layers (FTL), their distinguishing feature is a log that keeps the data which must still be written to disk and then writes it all in one big write. This is useful for flash systems because it allows them to time the expensive write operation in such a way as to not waste resources. It is also useful because, by filling up full blocks at at time, the log-structured file system makes sure that space is used to its fullest capacity. This last fact in turn ensures that it will take the memory a comparatively long time to be filled and that erasures and over-writes will only occur when they absolutely have to. As has been discussed, this is of great benefit to flash memory.
''this could probably be titled better''
 
A log structured file system also has advantages when it comes to wear leveling. These advantages mostly come from the use of banks and the garbage collector.  A bank is essentially a group of sequential addresses which keeps track of when it was last updated using timestamps.When the FTL receives a request to write something to memory, it uses a list of these to determine which area of the drive should be used (ie. which one has the fewest timestamps). Then, it only writes to that bank, until it is full before switching to another. Very importantly, the system also keeps a Cleaning Bank list which indicates which banks need to be emptied out. This feature makes certain that writes and erasures are never mixed in the same bank and is also integral to the whole erasure process, which is in turn one of the key feature of the log-based file system. [8]
 
At the heart of this process is the garbage collector: When the FTL realizes that there is not enough room to write new data onto the drive, it runs a garbage collection routine. This routine selects a segment to be cleaned, copies all of the valid data into a new segment, then erases everything in the old segment. This frees up the otherwise useless invalidated blocks. Furthermore, because the collector does not erase every block the moment it becomes invalidated but ony does it by the bank, time is saved when the expensive erase operation is called. Due to the slowness of the erasures, the kernel typically conducts the cleaning when the drive is idle and many resources are available for this process. [SOURCE]
 
Thus, the advantages of the log-based file system arise from its log-structure but also have to do with wear leveling and the optimization of writes and erasures on the block level. These advantages are made actual through the log itself, the use of banks and through the garbage collector.


==Differences==
==Conclusion==
''ditto for this one''
 
In this way, thanks to its special wear-leveling features, the log-based file-system is far better suited to working with flash memory than a traditional HDD file system. The latter is utterly unfit for this task due to its placing primacy on the minimization of seeks rather than on the minimization and management of erasures. Dealing smartly with erasures is extremely important for a flash memory file system, as that memory type's particular weaknesses, the limited number of erasure cycles, the necessity to erase by the block and the relative slowness of the erasures themselves, all have to do with erasing. A good flash memory file system must therefore be built with the aim of making the best of these weaknesses and this is precisely the reason why older disk-based file systems are not suitable for flash memory while log-based file systems are.


=Questions=
=Questions=
#Even though flash drives are exponentially faster than traditional HDDs, why are HDDs still the main method of data storage?
#Writing and erasing data are costly operations for a flash based storage drive. Why does modifying data (even a single bit) take the most amount of time?
#Why is the Flash Translational Layer so important to a flash drive's functionality? Why can you not use the traditional interface to deal with the block layer?
#What particularities/deficiencies of flash memory does any file-system which implements it have to take into account? What are some ways of dealing with them?


=References=
=References=


=External links=
[1]  Kim, Han-joon; Lee, Sang-goo. ''A New Flash Memory Management for Flash Storage System''. ''IEEExplore''. Dept. of Comput. Sci., Seoul Nat. Univ., 06 Aug 2002. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=812717&tag=1#>
 
[2] Smith, Lance. ''NAND Flash Solid State Storage Performance and Capability''. ''Flash Memory Summit''. SNIA Education Committee, 18 Aug 2009. <http://www.flashmemorysummit.com/English/Collaterals/Proceedings/2009/20090812_T1B_Smith.pdf>
 
[3] Chang, LiPin. ''On Efficient Wear Leveling for Large-Scale Flash-Memory Storage Systems''. ''Association for Computing Machinery (ACM)''. Dept. of Comput. Sci.,Nat. ChiaoTung Univ., 15 Mar 2007. <http://portal.acm.org/citation.cfm?id=1244248>
 
[4] Nath, Suman; Gibbons, Phillip. ''Online maintenance of very large random samples on flash storage''. ''Association for Computing Machinery (ACM)''. The VLDB Journal, 27 Jul 2007. <http://portal.acm.org/citation.cfm?id=1731355>
 
[5] Lim, Seung-Ho; Park; Kyu-Ho. ''An Efficient NAND Flash File System for Flash Memory Storage''. ''CORE Laboratory''. IEEE Transactions On Computers, Jul 2006. <http://vlsi.kaist.ac.kr/paper_list/2006_TC_CFFS.pdf>
 
[6] ''NAND vs. NOR Flash Memory Technology Overview''. ''RMG and Associates''. Toshiba America, accessed 14 Oct 2010. <http://maltiel-consulting.com/NAND_vs_NOR_Flash_Memory_Technology_Overview_Read_Write_Erase_speed_for_SLC_MLC_semiconductor_consulting_expert.pdf>
 
[7] Bez, Roberto; Camerlenghi, Emilio; Modelli, Alberto; Visconti, Angelo. ''Introduction to Flash Memory''. ''IEEExplore''. STMicroelectronics, 21 May 2003. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1199079&tag=1>
 
[8] Kawaguchi, Atsuo; Nishioka, Shingo; Motoda Hiroshi. ''A Flash-Memory Based File System''. ''CiteSeerX'' Advanced Research laboratory, Hitachi, Ltd., 1995. <http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.5142>
 
[9] Rosenblum, Mendel; Ouserhout, John. ''The Design and Implementation of a Log-structured File System''. ''Association for Computing Machinery (ACM)''. University of California at Berkeley, Feb 1992. <http://portal.acm.org/citation.cfm?id=146943&coll=GUIDE&dl=GUIDE&CFID=108397378&CFTOKEN=72657973&ret=1#Fulltext>
 
[10] Shimpi, Anand. ''Intel X25-M SSD: Intel Delivers One of the World's Fastest Drives''. ''AnAndTech''. AnAndTech, 8 Sep 2008. <http://www.anandtech.com/show/2614>
 
[11] Shimpi, Anand. ''The SSD Relapse: Understanding and Choosing the Best SSD''. ''AnAndTech''. AnAndTech, 30 Aug 2009. <http://www.anandtech.com/show/2829>
 
[12] Shimpi, Anand. ''The SSD Anthology: Understanding SSDs and New Drives from OCZ''. ''AnAndTech''. AnAndTech, 18 Mar 2009. <http://www.anandtech.com/show/2738>


[13] Corbet, Jonathan. ''Solid-State Storage Devices and the Block Layer''. ''Linux Weekly News''. Linux Weekly News, 4 Oct 2010. <http://lwn.net/Articles/408428/>


[14] Woodhouse, David. ''JFFS : The Journalling Flash File System''. ''CiteSeerX''. Red Hat, Inc, Accessed 14 Oct 2010. <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.128.6156&rep=rep1&type=pdf>


[15] Agrawal, Nitin; Prabhakaran, Vijayan; Wobber, Ted; Davis, John; Manasse, Mark. Panigrahy, Rina. ''Design Tradeoffs for SSD Performance''. ''Association for Computing Machinery (ACM)'', USENIX 2008 Annual Technical Conference, 2008. <http://portal.acm.org/citation.cfm?id=1404014.1404019>


Hey guys,
[16] Lee, Sang-Won, et al. ''A Log Buffer-Based Flash Translation Layer Using Fully-Associative Sector Translation''. ''Association for Computing Machinery (ACM)''. ACM Transactions on Embedded Computing Systems (TECS), Jul 2007. <http://portal.acm.org/citation.cfm?id=1275990>


This is what I've got so far... mostly based on wikipedia:
[17] ''Reach New Heights in Computing Performance''. ''Micron Technology Inc''. Micro Technology Inc, Accessed 14 Oct 2010. <http://www.micron.com/products/solid_state_storage/client_ssd.html>


Flash memory has two limitations: it can only be erased in blocks and and it wears out after a certain number of erase cycles. Furthermore, a particular kind of Flash memory (NAND) is not able to provide random access.
[18] ''Flash Memories.'' 1 ed. New York: Springer, 1999. Print.
As a result of these Flash based file-systems cannot be handled in the same way as disk-based file systems. Here are a few of the key differences:


- Because memory must be erased in blocks, its erasure tends to take up time. Consequently, it is necessary to time the erasures in a way so as not to interfere with the efficiency of the system’s other operations. This is is not a real concern with disk-based file-systems.
[19] ''Nonvolatile Memory Technologies with Emphasis on Flash: A Comprehensive Guide to Understanding and Using Flash Memory Devices''. ''IEEE Press Series on Microelectronic Systems''. New York: Wiley-Ieee Press, 2008. Print.
- A disk file-system needs to minimize the seeking time, but Flash file-system does not concern itself with this as it doesn’t have a disk.  
- A flash system tries to distribute memory in such a way so as not to make a particular block of memory subject to a disproportionally large number of erasures. The purpose of this is to keep the block from wearing out prematurely. The result of it is that memory needs to be distributed differently than in a disk based file-system.  
Log-sturctured file systems are thus best suited to dealing with flash memory (they apparently do all of the above things).  


For the essay form, I'm thinking of doing a section about traditional hard-disk systems, another about flash-memory and a third about flash systems. At this point, I am imagining the thesis as something like, "Flash systems require a fundamentally different system architecture than disk-based systems due to their need to adapt to the constraints inherent in flash memory: specifically, due to that memory's limited life-span and block-based erasures." The argument would then talk about how these two differences directly lead to a new FS approach.  
[20] ''Nonvolatile Semiconductor Memory Technology: A Comprehensive Guide to Understanding and Using NVSM Devices''. ''IEEE Press Series on Microelectronic Systems''. New York: Wiley-Ieee Press, 1997. Print.


That's how I see it at the moment. Honestly, I don't like doing research about this kind of stuff, so my data isn't very deep. That said, if you guys could find more info and summarize it, I'm pretty sure that I could synthesize it all into a coherent essay.
=External links=


Fedor
Relevant Wikipedia articles: [http://en.wikipedia.org/wiki/Flash_Memory Flash Memory], [http://en.wikipedia.org/wiki/LogFS LogFS], [http://en.wikipedia.org/wiki/Hard_disk Hard Disk Drives], [http://en.wikipedia.org/wiki/Wear_leveling Wear Leveling], [http://en.wikipedia.org/wiki/Hot_spot_%28computer_science%29 Hot Spots], [http://en.wikipedia.org/wiki/Solid-state_drive Sold State Drive].

Latest revision as of 15:34, 8 November 2010

Question

How do the constraints of flash storage affect the design of flash-optimized file systems? Explain by contrasting with hard disk-based file systems.

Answer

First introduced in the late 80s, Flash-memory is a light, energy-independent, compact, shock-resistant and efficiently readable type of storage. Because of the particular limitations of this kind of memory, flash file systems require a fundamentally different system architecture than disk-based file-systems. The particular limitations that lead to this necessity are flash-memory’s limited number of erase-cycles, the slowness of its writes and erasures, as well as its need to conduct erasures one entire block at a time. A typical disk-based file-system is not suitable for working with flash as it erases far too frequently and indiscriminately while being simultaneously optimized for other constraints that do not affect flash memory. This means that a different solution is necessary and that solution is the log-based file-system which is far better suited to working with flash because it is able to optimize a flash unit's lifespan through the log-structure of writes and wear-leveling, as well as its efficiency through the better management of writes and erasures.

Flash Memory

Though Flash memory has many advantages it also has several disadvantages which are of key relevance for anyone attempting to implement an file system to work with it.

Though flash memory on the whole has strengths and weaknesses, it is also divided into two sub-types and each of these also has its own advantages and disadvantages that shall be briefly examined here. The two types of flash memory are NOR and NAND: NOR has the faster read times, but is much slower at writing. NAND on the other hand has much more capacity, faster write times, is less expensive, and can last about ten times longer. This means that NAND is the superior form of flash for long term storage, while NOR is preferred for computer embedded read-only functions. [2] Although these two types of flash are different, they are not sufficiently so as to merit an independence file system approach for each one. Thus, we shall not differentiate between them for the rest of this article.

The use of flash has grown dramatically in recent years, primarily for the purpose of portable devices and portable data storage. While this phenomenon has been partially due to the falling price of the product, it has been more of a result of flash's strengths - these make it a near optimal solution for the many portable devices which are currently in vogue. These strengths, besides compactness, resistance to shock and independence from power-supplies also include extremely fast read times. Indeed, the read times of flash devices can be as much as fourteen times those of hard disk drives. [17]

Despite these advantages, however, are not the preferred storage method for home PCs. The reason for this is not just that other kinds of memory are still significantly cheaper, but also that flash memory has certain limitations built into it. The most critical of these is that each block of flash memory can only be erased approximately 100,000 times (or just 10000 if its NOR flash).[14] This poses a problem because of flash memory's second significant drawback: when modifying a file, even if its a single bit, the entire block must be erased, and rewritten. This erase/rewrite slows down the write operation considerably, making it actually slower to write or erase a file on flash than to a hard disk drive (HDD).[8]

Thus, though flash does offer much faster read-times, it comes with the heavy constraints on a limited number of erase cycles, slow write and erase times and the necessity to be erased a block at a time.


Traditionally Optimized File Systems

An HDD file-system, however, is not optimized to work with flash memory. The reason for this is that conventional hard-disks have different constraints from those of flash memory - their primary problem is to reduce seeking time, while the primary problem when working with flash memory is to erase in a minimal and balanced way.

The most consuming process for an HDD is seeking data by relocating the read-head and spinning the magnetic disk. A traditional file system optimizes the way it stores data by placing related blocks close-by on the disk in order to minimize mechanical movement within the HDD. One of the great advantages of flash memory, which accounts for its fast read speed, is that there is no need to seek data physically. This is also why defragmentaion, a procedure used by HDDs to put files into more convenient configurations and thus minimize seeking times, loses its purpose in a flash memory context. Indeed, the unnecessary erasures that it entails are both inefficient and harmful for a flash memory unit. [SOURCE?]

This comes directly out of flash memory's aforementioned constraints: the slow block-sized erasures and the limited number of erase-cycles. Because of these, a flash optimal file system needs to minimize its erase operations and also to spread out its erasures in such a way as to avoid the formation of hot-spots: sections of memory which have undergone a disproportionately high number of erasures and are thus in danger of burning out. This process of spreading out data is referred to as wear leveling. To minimize hot-spots, a system using flash memory would have to write new data to empty memory blocks. [3] This method would also call for some sort of garbage collection to conduct necessary erasure operations while the system is idle. Of course, there is no such feature in a traditional HDD file-system. For the reasons given above, HDD systems are unsuitable for use with flash memory.

Flash Optimized File Systems

Log-based file systems do not share the disadvantages of HDD file systems. Also known as Flash Transitional Layers (FTL), their distinguishing feature is a log that keeps the data which must still be written to disk and then writes it all in one big write. This is useful for flash systems because it allows them to time the expensive write operation in such a way as to not waste resources. It is also useful because, by filling up full blocks at at time, the log-structured file system makes sure that space is used to its fullest capacity. This last fact in turn ensures that it will take the memory a comparatively long time to be filled and that erasures and over-writes will only occur when they absolutely have to. As has been discussed, this is of great benefit to flash memory.

A log structured file system also has advantages when it comes to wear leveling. These advantages mostly come from the use of banks and the garbage collector. A bank is essentially a group of sequential addresses which keeps track of when it was last updated using timestamps.When the FTL receives a request to write something to memory, it uses a list of these to determine which area of the drive should be used (ie. which one has the fewest timestamps). Then, it only writes to that bank, until it is full before switching to another. Very importantly, the system also keeps a Cleaning Bank list which indicates which banks need to be emptied out. This feature makes certain that writes and erasures are never mixed in the same bank and is also integral to the whole erasure process, which is in turn one of the key feature of the log-based file system. [8]

At the heart of this process is the garbage collector: When the FTL realizes that there is not enough room to write new data onto the drive, it runs a garbage collection routine. This routine selects a segment to be cleaned, copies all of the valid data into a new segment, then erases everything in the old segment. This frees up the otherwise useless invalidated blocks. Furthermore, because the collector does not erase every block the moment it becomes invalidated but ony does it by the bank, time is saved when the expensive erase operation is called. Due to the slowness of the erasures, the kernel typically conducts the cleaning when the drive is idle and many resources are available for this process. [SOURCE]

Thus, the advantages of the log-based file system arise from its log-structure but also have to do with wear leveling and the optimization of writes and erasures on the block level. These advantages are made actual through the log itself, the use of banks and through the garbage collector.

Conclusion

In this way, thanks to its special wear-leveling features, the log-based file-system is far better suited to working with flash memory than a traditional HDD file system. The latter is utterly unfit for this task due to its placing primacy on the minimization of seeks rather than on the minimization and management of erasures. Dealing smartly with erasures is extremely important for a flash memory file system, as that memory type's particular weaknesses, the limited number of erasure cycles, the necessity to erase by the block and the relative slowness of the erasures themselves, all have to do with erasing. A good flash memory file system must therefore be built with the aim of making the best of these weaknesses and this is precisely the reason why older disk-based file systems are not suitable for flash memory while log-based file systems are.

Questions

  1. Even though flash drives are exponentially faster than traditional HDDs, why are HDDs still the main method of data storage?
  2. Writing and erasing data are costly operations for a flash based storage drive. Why does modifying data (even a single bit) take the most amount of time?
  3. Why is the Flash Translational Layer so important to a flash drive's functionality? Why can you not use the traditional interface to deal with the block layer?
  4. What particularities/deficiencies of flash memory does any file-system which implements it have to take into account? What are some ways of dealing with them?

References

[1] Kim, Han-joon; Lee, Sang-goo. A New Flash Memory Management for Flash Storage System. IEEExplore. Dept. of Comput. Sci., Seoul Nat. Univ., 06 Aug 2002. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=812717&tag=1#>

[2] Smith, Lance. NAND Flash Solid State Storage Performance and Capability. Flash Memory Summit. SNIA Education Committee, 18 Aug 2009. <http://www.flashmemorysummit.com/English/Collaterals/Proceedings/2009/20090812_T1B_Smith.pdf>

[3] Chang, LiPin. On Efficient Wear Leveling for Large-Scale Flash-Memory Storage Systems. Association for Computing Machinery (ACM). Dept. of Comput. Sci.,Nat. ChiaoTung Univ., 15 Mar 2007. <http://portal.acm.org/citation.cfm?id=1244248>

[4] Nath, Suman; Gibbons, Phillip. Online maintenance of very large random samples on flash storage. Association for Computing Machinery (ACM). The VLDB Journal, 27 Jul 2007. <http://portal.acm.org/citation.cfm?id=1731355>

[5] Lim, Seung-Ho; Park; Kyu-Ho. An Efficient NAND Flash File System for Flash Memory Storage. CORE Laboratory. IEEE Transactions On Computers, Jul 2006. <http://vlsi.kaist.ac.kr/paper_list/2006_TC_CFFS.pdf>

[6] NAND vs. NOR Flash Memory Technology Overview. RMG and Associates. Toshiba America, accessed 14 Oct 2010. <http://maltiel-consulting.com/NAND_vs_NOR_Flash_Memory_Technology_Overview_Read_Write_Erase_speed_for_SLC_MLC_semiconductor_consulting_expert.pdf>

[7] Bez, Roberto; Camerlenghi, Emilio; Modelli, Alberto; Visconti, Angelo. Introduction to Flash Memory. IEEExplore. STMicroelectronics, 21 May 2003. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1199079&tag=1>

[8] Kawaguchi, Atsuo; Nishioka, Shingo; Motoda Hiroshi. A Flash-Memory Based File System. CiteSeerX Advanced Research laboratory, Hitachi, Ltd., 1995. <http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.160.5142>

[9] Rosenblum, Mendel; Ouserhout, John. The Design and Implementation of a Log-structured File System. Association for Computing Machinery (ACM). University of California at Berkeley, Feb 1992. <http://portal.acm.org/citation.cfm?id=146943&coll=GUIDE&dl=GUIDE&CFID=108397378&CFTOKEN=72657973&ret=1#Fulltext>

[10] Shimpi, Anand. Intel X25-M SSD: Intel Delivers One of the World's Fastest Drives. AnAndTech. AnAndTech, 8 Sep 2008. <http://www.anandtech.com/show/2614>

[11] Shimpi, Anand. The SSD Relapse: Understanding and Choosing the Best SSD. AnAndTech. AnAndTech, 30 Aug 2009. <http://www.anandtech.com/show/2829>

[12] Shimpi, Anand. The SSD Anthology: Understanding SSDs and New Drives from OCZ. AnAndTech. AnAndTech, 18 Mar 2009. <http://www.anandtech.com/show/2738>

[13] Corbet, Jonathan. Solid-State Storage Devices and the Block Layer. Linux Weekly News. Linux Weekly News, 4 Oct 2010. <http://lwn.net/Articles/408428/>

[14] Woodhouse, David. JFFS : The Journalling Flash File System. CiteSeerX. Red Hat, Inc, Accessed 14 Oct 2010. <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.128.6156&rep=rep1&type=pdf>

[15] Agrawal, Nitin; Prabhakaran, Vijayan; Wobber, Ted; Davis, John; Manasse, Mark. Panigrahy, Rina. Design Tradeoffs for SSD Performance. Association for Computing Machinery (ACM), USENIX 2008 Annual Technical Conference, 2008. <http://portal.acm.org/citation.cfm?id=1404014.1404019>

[16] Lee, Sang-Won, et al. A Log Buffer-Based Flash Translation Layer Using Fully-Associative Sector Translation. Association for Computing Machinery (ACM). ACM Transactions on Embedded Computing Systems (TECS), Jul 2007. <http://portal.acm.org/citation.cfm?id=1275990>

[17] Reach New Heights in Computing Performance. Micron Technology Inc. Micro Technology Inc, Accessed 14 Oct 2010. <http://www.micron.com/products/solid_state_storage/client_ssd.html>

[18] Flash Memories. 1 ed. New York: Springer, 1999. Print.

[19] Nonvolatile Memory Technologies with Emphasis on Flash: A Comprehensive Guide to Understanding and Using Flash Memory Devices. IEEE Press Series on Microelectronic Systems. New York: Wiley-Ieee Press, 2008. Print.

[20] Nonvolatile Semiconductor Memory Technology: A Comprehensive Guide to Understanding and Using NVSM Devices. IEEE Press Series on Microelectronic Systems. New York: Wiley-Ieee Press, 1997. Print.

External links

Relevant Wikipedia articles: Flash Memory, LogFS, Hard Disk Drives, Wear Leveling, Hot Spots, Sold State Drive.