System and method for reducing contentions in solid-state memory access

Information

  • Patent Grant
  • 9652379
  • Patent Number
    9,652,379
  • Date Filed
    Wednesday, April 30, 2014
    10 years ago
  • Date Issued
    Tuesday, May 16, 2017
    7 years ago
Abstract
Embodiments of the invention are directed to enabling concurrent commands from command requesters in a non-volatile solid-state storage subsystem in a manner that reduces contentions among the commands. Embodiments group blocks of memory into multiple sets of superblocks and associate a command requester to each superblock set. In one embodiment, the superblock sets are dynamically associated with a requester. In one embodiment, the superblock sets are dynamically associated with requesters based in part on at least one of internal memory management needs and host command throughput. In one embodiment, an erase command is executed on a superblock within a set and a simultaneous write command is executed on a superblock within another set.
Description
BACKGROUND OF THE INVENTION

In a non-volatile solid-state memory system, host commands as well as internal management commands such as those related to wear leveling and garbage collection are executed on the solid-state memory. Internal management commands typically include erase commands that are used to free blocks for later write requests. When an erase command is executed, it is typically executed on a group of blocks distributed across all dies of memory available on a memory array. Because a typical erase command is relatively long in duration and can occupy all dies of the memory, other commands may need to wait for the completion of the erase command before execution. This can impact overall memory access times.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 provides an overview of a memory storage subsystem in accordance with one embodiment.



FIG. 2 shows an example grouping of superblocks in a memory array.



FIGS. 3A-3C illustrate examples of grouping superblocks to improve access request handling according to several embodiments.



FIG. 4 is a flowchart showing the handling of a request for media access in accordance with one embodiment.



FIGS. 5A and 5B compare the execution timing of commands in a single superblock set embodiment to that in a multiple superblock set embodiment.





DETAILED DESCRIPTION

While certain embodiments of the inventions are described herein, these embodiments have been presented by way of example only, and are not intended to limit the scope of the inventions. Indeed, the novel methods and systems described herein may be embodied in a variety of other forms. Furthermore, various omissions, substitutions and changes in the form of the methods and systems described herein may be made without departing from the spirit of the inventions. The accompanying claims and their equivalents are intended to cover such forms or modifications as would fall within the scope and spirit of the inventions.


Overview


A broad overview of a memory storage subsystem in accordance with one embodiment is shown in FIG. 1. As shown, a storage subsystem 140 includes a plurality of non-volatile solid-state memory arrays 160. The non-volatile solid-state memory arrays 160 may include any memory array commonly known in the art which provides for durable memory storage such as non-volatile NAND flash memory. In one embodiment, the non-volatile solid-state memory arrays 160 are disposed in a collection of dies on a printed circuit board, with each die being connected to a controller 150 via a communications channel. In one embodiment, the memory within a die is arranged in a hierarchy, for example, in descending addressable size by plane, block and page, and the dies themselves are arranged into groups of one or more dies that are accessible by data channels. In some configurations, depending on the particular memory command, a block or a page is the smallest independently addressable unit of memory, though other configurations are possible.


In one embodiment, the non-volatile solid-state arrays 160 receive memory commands from the controller 150, which in turn receives memory commands from a host system 130. The host system 130 includes a driver 132 in communication with the controller 150. In one embodiment, commands from the host system 130 provided to the controller 150 are stored as host commands 152 for execution on the non-volatile solid-state memory arrays 160.


In one embodiment, the controller 150 includes a memory management subsystem 156. The memory management subsystem 156 monitors the memory commands executed on non-volatile solid-state memory arrays 160 and requests internal memory management commands 154. For example, the memory management subsystem 156 can be responsible for requesting commands for wear leveling and garbage collection operations. Wear leveling commands generally relate to averaging the number of erase operations across all blocks in a die and preventing blocks from receiving significantly uneven use. Garbage collection commands generally relate to freeing memory which is no longer being used, so that the memory is available for future write commands. A typical garbage collection command would process a unit of memory such as a block by copying valid data within the unit to new location(s) and then erasing the entire unit so that it becomes available for future write commands. Generally, it is preferable for the internal management commands of the memory storage subsystem (e.g., wear leveling and garbage collection) to operate invisibly to the host system, and to place, to the extent possible, the least amount of additional burden on host access times and throughput.



FIG. 2 shows an embodiment of a memory arranged in a single superblock set configuration. In one embodiment, a superblock is a grouping of blocks from more than one die, in a system where a block is the smallest independently addressable unit of memory for a write command. Shown in FIG. 2 is a controller 210 that issues commands to dies 230. In this embodiment, the controller 210 issues commands through two channels 220, each channel 220 in communication with the eight dies 230. In other embodiments, other combinations and arrangements of die and channel are possible. In this embodiment, the superblock 250 logically encompasses one block 240 from each of the dies 230, and the encompassed blocks are illustrated in shaded grey. Although FIG. 2 shows the third block in each die as being included in the superblock 250, in practice, a superblock can include blocks from different locations on each die. For example, a superblock may include the first block in a first die, the third block in a second die, a seventh block in a third die, and so on. The physical blocks associated with a superblock may also change over time during the operation of the storage subsystem, due to, for example, the performance of wear leveling operations. In one embodiment, a set of superblocks includes multiple superblocks, with each superblock in the set including a block from each die in the set as described above. As an example, a set may include a first superblock comprising the first block of each die in the set, a second superblock comprising the second block of each die in the set, a third superblock comprising the third block of each die in the set, and so forth.


In one embodiment, when the memory management subsystem 156 requests an erase command (e.g., for the purpose of garbage collection), the controller issues the erase command to an entire superblock. Accordingly, when an erase command is issued in the embodiment of FIG. 2, the erase command is executed on all of the dies in the memory array at once.


Accessing the memory by using the superblock configuration is helpful because it can increase concurrency in the system. In one embodiment, by using a superblock, when write commands are received, they can be executed on sequential dies within a superblock. For example, while a first die is active on a write command, a subsequent write command will not need to wait on the first die to complete its write command, but instead can be executed on the second die in the superblock, and so on. By grouping the blocks from dies together into a superblock, increased concurrency can be achieved by enabling additional dies to be active at once. In these circumstances, to ensure the superblock is able to receive and execute the concurrent requests to write for a superblock, an erase command is performed for all blocks in a superblock. This ensures that when erased, the superblock is fully available for write concurrency. When an erase command is requested for all dies in a superblock simultaneously, any write command directed to those same dies are delayed and must wait for the erase command to complete, a condition that is termed a “contention.” When this occurs in an embodiment with a single superblock set, to the host system it may appear that the storage subsystem is providing high throughput for write commands and then suddenly stalls.


Multiple Superblock Sets


As an alternative to using the single superblock set configuration that encompasses all of the dies in an array, one embodiment reduces contentions by utilizing multiple superblock sets designated to handle different memory commands, with each superblock set encompassing a portion of the dies in an array. FIGS. 3A-C show several embodiments that use multiple superblock sets. With the memory divided into multiple superblock sets, the various subsystems requesting access to the memory can each be associated with each of the superblock sets. With reference to FIG. 3A, the memory management subsystem can operate on (i.e., send commands to) a superblock 340 belonging to a first superblock set 350, while host commands can be executed on a superblock 341 belonging to a second superblock set 351. As shown, each of the first set of superblocks 350 encompasses the bottom eight dies while each of the second set of superblocks 351 encompasses the top eight dies. The superblock 340 is shown as a group of shaded blocks within the dies in the superblock set 350 while the superblock 341 is shown as a group of shaded blocks within the dies in the superblock set 351. When the memory management subsystem issues an erase command (e.g., for a garbage collection operation) for dies in the superblock set 350, there is no contention between its erase command and host commands that are being executed in the superblock set 351. When a host requests a write command to the memory array, the write command is directed to an open block in the superblock 341 and can be executed immediately without contention with the erase commands that are being executed on the superblock 340.


During operation of the memory storage subsystem, the associated commands for each superblock set may dynamically change in one embodiment. For example, as the host requests write commands to the superblock 340, the superblock 340 may require garbage collection operations. If this occurs, the controller 310 can switch the designation of the superblock sets so that host write commands can be directed to a superblock within the second superblock set 351 (e.g., the superblock 341), and garbage collection operations can be performed on the superblock 340, which is within the first superblock set 350. Host read commands, because they are generally associated with a specific logical address, may require read access to the superblock set 350, in which case such host read commands may need to wait for contention resolution (resolving the contention between the read commands and the erase commands) to access the superblock set 350.


As shown in FIGS. 3A and 3B, superblock sets can be selected in a variety of ways. For example, the superblock sets 350 and 351 in FIG. 3A each span across the channels 320 and 321 in the storage subsystem. Alternatively, as shown in FIG. 3B, each the superblock sets 350 and 351 can include dies within a single channel.


In FIG. 3C, another embodiment is shown in which four superblock sets are used for providing access to an example memory array. This may provide an advantage by allowing the system to dynamically allocate a ratio of associated superblock sets to specific types of commands. For example, in one embodiment, internal memory commands such as those for garbage collection can be executed on a first superblock set 352 including a superblock 360 and host requests can be executed on other superblock sets 353A-C (including superblocks 361A-C). The superblock 360 is shown as a group of shaded blocks within the dies in the superblock set 352 while the superblocks 361A-C are shown as groups of shaded blocks within the dies in the superblock sets 353A, 353B, and 353C, respectively. In that case, host write commands are performed on three of the four active superblock sets (the superblock sets 353A-C), while garbage collection continues on the fourth superblock set (e.g., the superblock set 352). In various embodiments, any variation of allocating the superblock sets to host commands and internal memory commands (e.g., garbage collection commands) is possible. For example, in one embodiment, if the storage subsystem is experiencing heavy host write command volume, the storage subsystem may temporarily allocate all of the superblock sets to host commands and reduce the number of superblocks on which garbage collection is performed. As an alternative, if the memory array is running low on free blocks, the storage subsystem may temporarily allocate additional superblock sets to garbage collection (e.g., two of four sets, three or four sets, or all four sets).


There are additional variations to the multiple superblock set configuration in other embodiments. First, garbage collection and host commands are used here as examples only, as other internal memory command types may also be used and allocated to the superblock sets as necessary. Second, although only four dies per set are shown in the example illustration of FIG. 3C, in one embodiment, each set is configured to encompass 32 dies in a 128-die storage subsystem. Other similar configurations may be used for a storage subsystem with 64 dies, 256 dies, and so on. Third, although a four-superblock set embodiment is shown in FIG. 3C, other embodiments may use any number of superblock sets. As the number of superblock sets increases, the level of granularity for dynamically changing the ratio of superblock sets allocated to each command requestor (e.g., host or internal memory management) can increase.


The allocation of superblock sets to the various command requesters can be performed in a variety of ways. For example, in one embodiment, the controller may have a routine that assigns each superblock set to a specific requester for a particular type of operation (e.g., one or more sets to host write commands and one or more sets to garbage collection commands). In some embodiments, the superblock set(s) associated with the individual requesters can be determined by the controller, and thus unknown to the individual requesters. Instead, the controller will assign a physical write location to a command from the individual requester according to an open superblock in a superblock set associated with that requester. The requester in this scenario may only need to maintain a record of the logical write locations associated with its data.


As an alternative, the requesters may be able to specifically request a particular superblock set. For example, in one embodiment, the memory management subsystem, which handles garbage collection, may have noticed that a particular superblock in a superblock set is more in need of garbage collection than the superblock that is currently being garbage collected. The memory management subsystem may notify a superblock allocation routine on the controller and wait until the routine assigns the particular superblock in need of garbage collection to the memory management subsystem.


In another embodiment, a requester can notify other requesters that the requester is to begin work on a particular superblock. This could either be implemented as a master/slave arrangement or with each requester able to notify the others. For example, the memory management subsystem may determine that a first superblock needs additional free blocks to be generated by garbage collection. The memory management subsystem will then notify the other requesters to use superblocks in other superblock sets. For garbage collection purposes, the memory management subsystem is generally sensitive to the particular superblock it is accessing (preferably freeing memory in the superblock with the most dirty blocks), while host write commands are generally indifferent to the superblock being used and the corresponding physical write location. The memory management subsystem can indicate to the other requesters the superblock(s) for which it will request garbage collection commands, and the other requesters will then address their commands to superblock(s) in other superblock set(s).


Command Processing in Multiple Superblock Set Embodiments



FIG. 4 illustrates a flowchart depicting the flow of a command after it has been submitted by the requester in accordance with one embodiment. As shown in blocks 401 and 402, both host commands and internal management commands can be treated in a similar manner. In block 403, if it is determined that the controller has received a write command, that command can be executed on a superblock in the assigned superblock set for the requester in block 404. Likewise, if it is determined in block 405 that the controller has received an erase command, the erase command can be executed on a superblock in the assigned superblock set for the requester in block 406. Because the erase command is requested on a different superblock set than that on which other write commands are being executed, contention is prevented between the erase command and the other write commands. Finally, if the incoming command is neither a write nor an erase command, the incoming command is a read command in one embodiment. The process arrives in block 407 and determines whether the read command corresponds to the assigned superblock set, because read commands can correspond to blocks outside the assigned superblock set for a requester. If this is the case, as shown in block 409, the read command may need to wait until contention has been resolved with other commands at the superblock set associated with the read command. Otherwise, the read command is executed in block 408. In one embodiment, the controller includes logic for performing the determination in blocks 403, 405, and 407, and the performance of those determinations can occur either in a different sequence than that shown or concurrently. In one embodiment, the controller performs the operations in blocks 404, 406, 408, and 409, and they may be performed either in a different sequence than that shown or concurrently.


Execution Timing Examples



FIGS. 5A and 5B illustrate timelines of memory accesses according to single and dual superblock set embodiments. This timeline is for illustrative purposes only and not to scale, as a typical read command execution time is typically shorter than a write command execution time, which is typically shorter than an erase command execution time. The specific operation execution timing will depend on the memory array components used in a storage subsystem. As shown in FIG. 5A, when a single superblock set is used to encompass blocks from all dies in an entire memory array, the erase commands prevent other commands from being executed concurrently on any other portions of the memory array. FIG. 5B shows portions of the memory array (e.g., dies) grouped into superblock sets A and B. In FIG. 5B, the erase command executed on set A does not block write commands from being executed on set B. In one embodiment, after the erase command is completed on set A, if the memory management subsystem has no current commands (e.g., for garbage collection) to execute, write commands can be issued for both sets A and B. This can be accomplished by allocating both superblock sets A and B to host write commands, as described above. If the memory management subsystem determines an erase should be performed on set B for garbage collection, set B can be allocated to the memory management subsystem, as described above. When the memory management subsystem executes its erase commands on set B, write commands can continue to be executed on set A. In this way, unless the memory management subsystem requests erase commands for all superblocks, host write commands can be executed without contention.


Although embodiments have been described above as grouping blocks together to form superblocks, alternative groupings of memory units to improve response time and concurrency are possible in keeping with the disclosure above. These alternative groupings could be accomplished at different levels of the memory hierarchy (e.g., dies, planes, pages, etc.) or in systems with different addressable memory structures.


CONCLUSION

The features and attributes of the specific embodiments disclosed above may be combined in different ways to form additional embodiments, all of which fall within the scope of the present disclosure. Although the present disclosure provides certain embodiments and applications, other embodiments that are apparent to those of ordinary skill in the art, including embodiments which do not provide all of the features and advantages set forth herein, are also within the scope of this disclosure. Accordingly, the scope of the present disclosure is intended to be defined only by reference to the appended claims.

Claims
  • 1. A storage subsystem, comprising: a controller;a solid-state memory management subsystem; anda non-volatile solid-state memory array including a plurality of memory blocks in a plurality of memory dies, each memory block capable of being independently accessed, wherein the plurality of memory blocks are divided into a plurality of distinct superblocks, each superblock comprising a subset of the plurality of memory blocks,wherein the plurality of memory dies comprises a first set of memory dies and a second set of memory dies,wherein the controller is configured to: assign a first set of memory dies that includes a first superblock to a first requester comprising one of a host device or a memory management subsystem, wherein the memory management subsystem is configured to request internal memory management commands;assign a second set of memory dies that includes a second superblock to a second, different requester, wherein the second, different requester comprises the other of the host device or the memory management subsystem;receive a memory command;determine whether the memory command originated from the first requester or the second requester;in response to determining that the memory command originated from the first requester, issue the memory command to the first set of memory dies that includes the first superblock; andtemporarily associate one or more memory dies of the second set of memory dies with the first requester based on a volume of memory commands received from the first requester.
  • 2. The storage subsystem of claim 1, wherein each superblock comprises one or more memory blocks from each memory die of a subset of the plurality of memory dies, the subset including less than all of the plurality of memory dies.
  • 3. The storage subsystem of claim 1, wherein a first superblock includes a memory block from a memory die of the plurality of memory dies and wherein a second superblock does not include memory blocks from the memory die.
  • 4. The storage subsystem of claim 1, wherein each memory die of the plurality of memory dies is assigned to one of the plurality of distinct superblock sets.
  • 5. The storage subsystem of claim 1, wherein each of the memory blocks is the smallest unit of memory capable of being independently addressed.
  • 6. The storage subsystem of claim 1, wherein the controller is further configured to reassign the first set of memory dies assigned to the first requester based in part on a current status of the first set of memory dies.
  • 7. The storage subsystem of claim 1, wherein the memory commands received from the host device comprise at least one of a read operation or a write operation, and wherein the internal memory management commands received from the memory management subsystem comprise a garbage collection operation, a wear leveling operation, or an erase operation.
  • 8. The storage subsystem of claim 1, wherein each superblock comprises memory blocks in memory dies, wherein at least one of the memory dies is not accessible via the same data channel as another of the memory dies.
  • 9. The storage subsystem of claim 1, wherein each superblock comprises memory blocks in memory dies that are accessible via the same data channel.
  • 10. A storage subsystem, comprising: a controller; a solid-state memory management subsystem; anda non-volatile solid-state memory array including a plurality of memory blocks in a plurality of memory dies, each memory block capable of being independently accessed, the plurality of memory blocks divided into a plurality of distinct superblocks, each superblock comprising one or more, but less than all, of the plurality of memory blocks, and the plurality of superblocks divided into a plurality of distinct superblock sets, each superblock set comprising one or more, but less than all, of the plurality of memory dies;wherein the controller is configured to: assign a first superblock set comprising a first set of memory dies of the plurality of memory dies to a first requester comprising one of a host device or a memory management subsystem, wherein the memory management subsystem is configured to request internal memory management commands;assign a second superblock set comprising a second set of memory dies of the plurality of memory dies to a second, different requester, the second set of memory dies being different from the first set of memory dies, thereby reducing a delay associated with contention between operations associated with the first requester and operations associated with the second requester, wherein the second, different requester comprises the other of the host device or the memory management subsystem;receive a memory command;determine whether the memory command originated from the first requester or the second requester;in response to determining that the memory command originated from the first requester, issue the memory command to the first superblock set that includes the first set of memory dies; andtemporarily associate one or more memory dies of the second set of memory dies with the first requester based on a volume of memory commands received from the first requester.
  • 11. The storage subsystem of claim 10, wherein each memory block is the smallest unit of memory capable of being independently accessed.
  • 12. The storage subsystem of claim 10, wherein the controller is further configured to modify the assignment of the plurality of memory dies to the first and second superblock sets.
  • 13. The storage subsystem of claim 10, wherein the controller is further configured to reassign the first superblock set for operations associated with the second requester and the second superblock set for operations associated with the first requester.
  • 14. The storage subsystem of claim 10, wherein the controller is further configured to adjust the number of superblock sets assigned to a particular requester.
  • 15. A method of managing memory storage in a non-volatile solid-state memory array including a plurality of memory blocks in a plurality of memory dies, each memory block capable of being independently accessed, the method comprising: assigning a first set of memory dies that includes a first superblock to a first requester comprising one of a host device or a memory management subsystem, wherein the memory management subsystem is configured to request internal memory management commands comprising one of a command related to a garbage collection operation, a command related to a wear leveling operation, or an erase command;assigning a second set of memory dies that includes a second superblock to a second, different requester, wherein the second, different requester comprises the other of the host device or the memory management subsystem;receiving a memory command;determining whether the memory command originated from the first requester or the second requester;in response to determining that the memory command originated from the first requester, issuing the memory command to the first set of memory dies that includes the first superblock; andtemporarily associating one or more memory dies of the second set of memory dies with the first requester based on a volume of memory commands received from the first requester.
  • 16. The method of claim 15, further comprising: executing a plurality of memory commands received from the first requester on one or more of the superblocks assigned to the first requester; andexecuting a plurality of memory commands received from the second requester on one or more of the superblocks assigned to the second requester,wherein executing the plurality of memory commands received from the first requester and executing the plurality of memory commands received from the second requester are performed concurrently.
  • 17. The method of claim 15, further comprising adjusting the number of superblocks of the plurality of superblocks assigned to memory commands from the first requester based at least in part on a data throughput to be provided to the first requester.
  • 18. The method of claim 15, wherein the plurality of superblocks are divided into a plurality of distinct superblock sets, each memory die of the plurality of memory dies assigned to one of the plurality of distinct superblock sets.
CROSS-REFERENCE TO RELATED APPLICATIONS

The present application is a continuation of U.S. patent application Ser. No. 13/214,132, filed on Aug. 19, 2011 and entitled “SYSTEM AND METHOD FOR REDUCING CONTENTIONS IN SOLID-STATE MEMORY ACCESS,” which claims priority to and the benefit of U.S. Provisional Application No. 61/383,284, filed on Sep. 15, 2010 and titled “SYSTEM AND METHOD FOR REDUCING CONTENTIONS IN SOLID-STATE MEMORY ACCESS,” each of which is hereby incorporated by reference in its entirety.

US Referenced Citations (107)
Number Name Date Kind
6856556 Hajeck Feb 2005 B1
7126857 Hajeck Oct 2006 B2
7430136 Merry, Jr. et al. Sep 2008 B2
7447807 Merry et al. Nov 2008 B1
7502256 Merry, Jr. et al. Mar 2009 B2
7509441 Merry et al. Mar 2009 B1
7596643 Merry, Jr. et al. Sep 2009 B2
7653778 Merry, Jr. et al. Jan 2010 B2
7685337 Merry, Jr. et al. Mar 2010 B2
7685338 Merry, Jr. et al. Mar 2010 B2
7685374 Diggs et al. Mar 2010 B2
7733712 Walston et al. Jun 2010 B1
7765373 Merry et al. Jul 2010 B1
7898855 Merry, Jr. et al. Mar 2011 B2
7912991 Merry et al. Mar 2011 B1
7936603 Merry, Jr. et al. May 2011 B2
7962792 Diggs et al. Jun 2011 B2
8078918 Diggs et al. Dec 2011 B2
8090899 Syu Jan 2012 B1
8095851 Diggs et al. Jan 2012 B2
8108692 Merry et al. Jan 2012 B1
8122185 Merry, Jr. et al. Feb 2012 B2
8127048 Merry et al. Feb 2012 B1
8135903 Kan Mar 2012 B1
8151020 Merry, Jr. et al. Apr 2012 B2
8161227 Diggs et al. Apr 2012 B1
8166245 Diggs et al. Apr 2012 B2
8243525 Kan Aug 2012 B1
8254172 Kan Aug 2012 B1
8261012 Kan Sep 2012 B2
8296625 Diggs et al. Oct 2012 B2
8312207 Merry, Jr. et al. Nov 2012 B2
8316176 Phan et al. Nov 2012 B1
8341339 Boyle et al. Dec 2012 B1
8375151 Kan Feb 2013 B1
8392635 Booth et al. Mar 2013 B2
8397107 Syu et al. Mar 2013 B1
8407449 Colon et al. Mar 2013 B1
8423722 Deforest et al. Apr 2013 B1
8433858 Diggs et al. Apr 2013 B1
8443167 Fallone et al. May 2013 B1
8447920 Syu May 2013 B1
8458435 Rainey, III et al. Jun 2013 B1
8478930 Syu Jul 2013 B1
8489854 Colon et al. Jul 2013 B1
8503237 Horn Aug 2013 B1
8521972 Boyle et al. Aug 2013 B1
8549236 Diggs et al. Oct 2013 B2
8583835 Kan Nov 2013 B1
8601311 Horn Dec 2013 B2
8601313 Horn Dec 2013 B1
8612669 Syu et al. Dec 2013 B1
8612804 Kang et al. Dec 2013 B1
8615681 Horn Dec 2013 B2
8638602 Horn Jan 2014 B1
8639872 Boyle et al. Jan 2014 B1
8683113 Abasto et al. Mar 2014 B2
8700834 Horn et al. Apr 2014 B2
8700950 Syu Apr 2014 B1
8700951 Call et al. Apr 2014 B1
8706985 Boyle et al. Apr 2014 B1
8707104 Jean Apr 2014 B1
8713066 Lo et al. Apr 2014 B1
8713357 Jean et al. Apr 2014 B1
8719531 Strange et al. May 2014 B2
8724422 Agness et al. May 2014 B1
8725931 Kang May 2014 B1
8745277 Kan Jun 2014 B2
8751728 Syu et al. Jun 2014 B1
8769190 Syu et al. Jul 2014 B1
8769232 Suryabudi et al. Jul 2014 B2
8775720 Meyer et al. Jul 2014 B1
8782327 Kang et al. Jul 2014 B1
8788778 Boyle Jul 2014 B1
8788779 Horn Jul 2014 B1
8788880 Gosla et al. Jul 2014 B1
8793429 Call et al. Jul 2014 B1
20020053011 Aiken et al. May 2002 A1
20020144066 Talreja et al. Oct 2002 A1
20040205296 Bearden Oct 2004 A1
20050144357 Sinclair Jun 2005 A1
20050204091 Kilbuck et al. Sep 2005 A1
20060242065 Jogand-Coulomb Oct 2006 A1
20070288712 Zimoto et al. Dec 2007 A1
20080147968 Lee et al. Jun 2008 A1
20100174849 Walston et al. Jul 2010 A1
20100250793 Syu Sep 2010 A1
20110099323 Syu Apr 2011 A1
20110138148 Friedman et al. Jun 2011 A1
20110153911 Sprouse et al. Jun 2011 A1
20110283049 Kang et al. Nov 2011 A1
20120260020 Suryabudi et al. Oct 2012 A1
20120278531 Horn Nov 2012 A1
20120284460 Guda Nov 2012 A1
20120324191 Strange et al. Dec 2012 A1
20130132638 Horn et al. May 2013 A1
20130145106 Kan Jun 2013 A1
20130290793 Booth et al. Oct 2013 A1
20140059405 Syu et al. Feb 2014 A1
20140101369 Tomlin et al. Apr 2014 A1
20140115427 Lu Apr 2014 A1
20140133220 Danilak et al. May 2014 A1
20140136753 Tomlin et al. May 2014 A1
20140149826 Lu et al. May 2014 A1
20140157078 Danilak et al. Jun 2014 A1
20140181432 Horn Jun 2014 A1
20140223255 Lu et al. Aug 2014 A1
Non-Patent Literature Citations (5)
Entry
Notice of Allowance dated Feb. 19, 2014 from U.S. Appl. No. 13/214,132, 9 pages.
Office Action dated Nov. 8, 2013 from U.S. Appl. No. 13/214,132, 18 pages.
Final Office Action dated Jun. 17, 2013 from U.S. Appl. No. 13/214,132, 20 pages.
Office Action dated Dec. 20, 2012 from U.S. Appl. No. 13/214,132, 13 pages.
Interview Summary dated Apr. 24, 2013 from U.S. Appl. No. 13/214,132, 3 pages.
Provisional Applications (1)
Number Date Country
61383284 Sep 2010 US
Continuations (1)
Number Date Country
Parent 13214132 Aug 2011 US
Child 14266520 US