Data Storage Devices (DSDs) are often used to record data onto or to reproduce data from a storage media. One type of storage media includes a rotating magnetic disk where a magnetic head of the DSD can read and write data in tracks on a surface of the disk, such as in a Hard Disk Drive (HDD).
Certain portions of a disk surface may have defects that prevent reliable storage of data in that location on the disk surface. The defects can include primary defects (i.e., P defects) that are identified during a manufacturing process of the DSD or grown defects (i.e., G defects) that appear in the field during operation of the DSD. These defects are typically “mapped out” using a defect map so that the defective locations on the disk surface are no longer available for storing data.
As the storage capacity of DSDs increases, the size of the defect map for the DSD also typically increases, which can reduce the overall storage capacity available to a user of the DSD. In addition, the processing time for larger defect maps is increased.
The features and advantages of the embodiments of the present disclosure will become more apparent from the detailed description set forth below when taken in conjunction with the drawings. The drawings and the associated descriptions are provided to illustrate embodiments of the disclosure and not to limit the scope of what is claimed.
In the following detailed description, numerous specific details are set forth to provide a full understanding of the present disclosure. It will be apparent, however, to one of ordinary skill in the art that the various embodiments disclosed may be practiced without some of these specific details. In other instances, well-known structures and techniques have not been shown in detail to avoid unnecessarily obscuring the various embodiments.
Those of ordinary skill in the art will appreciate that system 100 can include more or less than those elements shown in
As shown in the example embodiment of
DSD 106 includes controller 120 which includes circuitry such as one or more processors for executing instructions including a microcontroller, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA), hard-wired logic, analog circuitry and/or a combination thereof. In one implementation, controller 120 can include a system on a chip (SoC).
Host interface 126 is configured to interface DSD 106 with host 101 and may interface according to a standard such as, for example, Serial Advanced Technology Attachment (SATA), PCI express (PCIe), Small Computer System Interface (SCSI), or Serial Attached SCSI (SAS). As will be appreciated by those of ordinary skill in the art, host interface 126 can be included as part of controller 120. Although
In the example of
By using segment bitmaps to identify only the segments of the disk surface that actually include defect regions, it is ordinarily possible to reduce the size of a defect mapping for the disk surface or to have a higher resolution for mapping defects. For example, a DSD with only enough memory (e.g., Dynamic Random Access Memory (DRAM)) to indicate whether a track has a defect may be able to increase the resolution of its defect mapping to instead indicate whether certain sectors within a track have a defect while using the same or less memory to store its defect map. In addition to improving the resolution of defect mapping, a smaller segment bitmap representing only a segment of the disk surface can be processed or searched quicker, which may allow for simultaneous defect processing for different disk surfaces. Such parallel processing of defect maps for different disk surfaces may allow for better visibility of defect patterns that can occur on different disk surfaces.
Returning to
Firmware 14 includes computer executable instructions for execution by controller 120 in operating DSD 106. As discussed in more detail below with reference to
The size of each segment may vary based on the size and location of the defect regions in the segment and a resolution used to determine the size of the segments. For example, one segment may include only a single track while another segment may include over ten contiguous tracks such as 60 tracks. The resolution for determining whether to include multiple defect regions into a single segment may depend on factors such as a size allocated to bitmap buffer 16 and/or a resolution for defect mapping. A segment size may be determined, for example, using a track based resolution where a segment would include a track with a defect and any adjacent tracks having a defect. In another implementation, a segment size may be determined using a sector based or wedge based resolution such that a segment would include a sector with a defect or a portion of a track between two servo wedges (i.e., a wedge portion) with a defect plus any adjacent sectors or wedge portions also having a defect. As discussed in more detail below with reference to the defect identification process of
In the example of
In some implementations, the portion of the segment can be a portion of a track between two servo wedges (e.g., servo wedges 204 in
Each group of one or more contiguous defects can be referred to as a defect region in the segment. Since defects tend to occur more frequently in particular segments or portions of a disk surface, the size of a defect map such as a bitmap can usually be reduced by only generating and storing a defect map for the segments of the disk surface that include defect regions.
In addition, each segment bitmap in the example bitmap buffer 16 of
In the example of
The location information shown in
As discussed in more detail below, the location information of the entries in linked list 18 can be used to determine a defect status for a particular portion of a disk surface or to update the segment bitmaps for the disk surfaces.
In block 504, controller 120 generates a segment bitmap (e.g., the segment bitmaps shown in
In block 506, controller 120 stores the segment bitmap in bitmap buffer 16 in memory 140. As discussed in more detail below, the segment bitmap can be used to update the defect mapping for the disk surfaces or to determine a defect status of a particular portion of a disk surface.
In block 604, controller 120 generates a segment bitmap (e.g., the segment bitmaps shown in
In block 606, the segment bitmaps generated in block 604 are stored in bitmap buffer 16. In block 608, controller 120 creates linked list 18 with an entry for each segment including location information for the segment and an address for accessing a segment bitmap for the segment in bitmap buffer 16. Linked list 18 can be used by controller 120 to access a segment bitmap for a portion of a disk surface.
In block 702, a new defect region is identified such as through repeated attempts to read or write data in a particular sector or sectors on a disk surface. In block 704, controller 120 determines whether the new defect region is adjacent to or within an existing segment. Controller 120 can use linked list 18 to search for an existing segment that includes the new defect region or is adjacent to the defect region. For example, controller 120 may compare location information for the new defect region such as a head, cylinder, and sector number for the new defect region to location information for the entries of linked list 18.
If it is determined that the new defect region is not within or adjacent to an existing segment, controller 120 identifies a new segment for the new defect region in block 706. A new segment bitmap is generated in block 708 indicating the new defect region. In block 710, controller 120 stores the new segment bitmap in bitmap buffer 16, and in block 712, a new entry is created in linked list 18 for the new segment. The new entry includes location information for locating the new segment such as a head or disk surface number, a reference cylinder or track, a cylinder count, and a wedge count. The new entry also includes an address for accessing the new segment bitmap for the new segment in bitmap buffer 16.
If the new defect region is determined to be within or adjacent to an existing segment in block 704, the process determines whether the new defect region is adjacent to an existing segment. If not, the new defect region is determined to be within an existing segment and controller 120 in block 716 updates an existing segment bitmap to indicate the new defect region within the existing segment. The updating performed in block 716 can include, for example, changing the defect status from “0” to “1” in the existing segment bitmap for sectors or wedge portions in the new defect region.
On the other hand, if it is determined that the new defect region is adjacent to an existing segment in block 714, controller 120 in block 718 expands one or more existing segment bitmaps to include the new defect region. In more detail, if the new defect region is determined to be within a particular resolution for a segment size such as within an adjacent track, sector, or wedge portion, the size of the existing segment bitmap is expanded to include the adjacent track, sector, or wedge portion including the new defect region. In some cases, the expansion of the existing segment bitmap can result in the merging of two existing segment bitmaps into a single larger segment covering both of the existing segments. This can occur when the new defect region is adjacent to two existing segments.
In block 720, controller 120 updates the existing entries or entry in linked list 18 so that the location information for the updated entry includes the new defect region. This can include, for example, increasing the cylinder and wedge counts in the entry to indicate a larger size for the segment. In another example, the reference cylinder may be decreased to include a defect region adjacent to a beginning of the existing segment. In the case where the new defect region is adjacent to two existing segments, the two entries for the existing segments can be combined into one entry for the new larger segment including the old segments and the new defect region between them.
By allowing for the expansion and merging of segment bitmaps and entries, it is ordinarily possible to use less segment bitmaps in bitmap buffer 16 and less entries in linked list 18 as new defect regions are discovered.
In some cases, controller 120 may check a defect status of a particular portion of a disk as a background activity to identify segments of a disk surface that are suspected to have a defect region. In one example, controller 120 may look for segments having a defect region that are located the same radial or circumferential location as another segment with a defect region that has already been identified on a different disk surface. In this regard, some defects may have a pattern where each disk surface in a disk pack will have a defect region at the same radial or circumferential location. In such cases, controller 120 can identify such segments using linked list 18 instead of discovering them through write errors or read errors that occur while trying to perform a read or write operation in the defect region. This can ordinarily improve performance by not having to waste time with performing multiple read or write retries or performing other error recovery operations. In addition, controller 120 may attempt to find segments with defect regions on the same disk surface as a previously identified segment based on a defect pattern such as a spiral defect pattern or a diagonal defect pattern that might be caused by a scratch on the disk surface.
The defect status process of
In the example process of
If an entry is found in block 804, controller 120 can use the bitmap address provided in the matching entry to read a segment bitmap in block 808 for the matching segment. The segment bitmap can indicate whether the particular portion (e.g., one or more sectors or wedge portions) within the matching segment has been identified as having a defect.
If no entry is found in block 804, controller 120 determines in block 806 that there is no defect in the portion since a segment including the portion has not been previously identified. In the case where controller 120 is checking linked list 18 to determine if a new defect region is within or adjacent an existing segment, controller 120 may then identify a new segment for the new defect region, generate a new segment bitmap, and create a new entry in linked list 18. In the case where controller 120 is looking for a new defect region based on a defect pattern, controller 120 in block 806 may determine that there is not a defect pattern or that the defect pattern has not reached a particular disk surface.
Those of ordinary skill in the art will appreciate that the various illustrative logical blocks, modules, and processes described in connection with the examples disclosed herein may be implemented as electronic hardware, computer software, or combinations of both. Furthermore, the foregoing processes can be embodied on a computer readable medium which causes a processor or computer to perform or execute certain functions.
To clearly illustrate this interchangeability of hardware and software, various illustrative components, blocks, and modules have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the overall system. Those of ordinary skill in the art may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present disclosure.
The various illustrative logical blocks, units, modules, and controllers described in connection with the examples disclosed herein may be implemented or performed with a general purpose processor, a digital signal processor (DSP), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein. A general purpose processor may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine. A processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration.
The activities of a method or process described in connection with the examples disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. The steps of the method or algorithm may also be performed in an alternate order from those provided in the examples. A software module may reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable media, an optical media, or any other form of storage medium known in the art. An exemplary storage medium is coupled to the processor such that the processor can read information from, and write information to, the storage medium. In the alternative, the storage medium may be integral to the processor. The processor and the storage medium may reside in an Application Specific Integrated Circuit (ASIC).
The foregoing description of the disclosed example embodiments is provided to enable any person of ordinary skill in the art to make or use the embodiments in the present disclosure. Various modifications to these examples will be readily apparent to those of ordinary skill in the art, and the principles disclosed herein may be applied to other examples without departing from the spirit or scope of the present disclosure. The described embodiments are to be considered in all respects only as illustrative and not restrictive and the scope of the disclosure is, therefore, indicated by the following claims rather than by the foregoing description. All changes which come within the meaning and range of equivalency of the claims are to be embraced within their scope.
This application claims priority to provisional U.S. Patent Application Ser. No. 62/148,683, filed on Apr. 16, 2015, which is hereby incorporated by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
5088081 | Farr | Feb 1992 | A |
6018789 | Sokolov et al. | Jan 2000 | A |
6065095 | Sokolov et al. | May 2000 | A |
6078452 | Kittilson et al. | Jun 2000 | A |
6081447 | Lofgren et al. | Jun 2000 | A |
6092149 | Hicken et al. | Jul 2000 | A |
6092150 | Sokolov et al. | Jul 2000 | A |
6094707 | Sokolov et al. | Jul 2000 | A |
6105104 | Guttmann et al. | Aug 2000 | A |
6111717 | Cloke et al. | Aug 2000 | A |
6145052 | Howe et al. | Nov 2000 | A |
6175893 | D'Souza et al. | Jan 2001 | B1 |
6178056 | Cloke et al. | Jan 2001 | B1 |
6191909 | Cloke et al. | Feb 2001 | B1 |
6195218 | Guttmann et al. | Feb 2001 | B1 |
6205494 | Williams | Mar 2001 | B1 |
6208477 | Cloke et al. | Mar 2001 | B1 |
6223303 | Billings et al. | Apr 2001 | B1 |
6230233 | Lofgren et al. | May 2001 | B1 |
6246346 | Cloke et al. | Jun 2001 | B1 |
6249393 | Billings et al. | Jun 2001 | B1 |
6256695 | Williams | Jul 2001 | B1 |
6262857 | Hull et al. | Jul 2001 | B1 |
6263459 | Schibilla | Jul 2001 | B1 |
6272694 | Weaver et al. | Aug 2001 | B1 |
6278568 | Cloke et al. | Aug 2001 | B1 |
6279089 | Schibilla et al. | Aug 2001 | B1 |
6289484 | Rothberg et al. | Sep 2001 | B1 |
6292912 | Cloke et al. | Sep 2001 | B1 |
6310740 | Dunbar et al. | Oct 2001 | B1 |
6317850 | Rothberg | Nov 2001 | B1 |
6327106 | Rothberg | Dec 2001 | B1 |
6337778 | Gagne | Jan 2002 | B1 |
6369969 | Christiansen et al. | Apr 2002 | B1 |
6384999 | Schibilla | May 2002 | B1 |
6388833 | Golowka et al. | May 2002 | B1 |
6405342 | Lee | Jun 2002 | B1 |
6408357 | Hanmann et al. | Jun 2002 | B1 |
6408406 | Parris | Jun 2002 | B1 |
6411452 | Cloke | Jun 2002 | B1 |
6411458 | Billings et al. | Jun 2002 | B1 |
6412083 | Rothberg et al. | Jun 2002 | B1 |
6415349 | Hull et al. | Jul 2002 | B1 |
6425128 | Krapf et al. | Jul 2002 | B1 |
6441981 | Cloke et al. | Aug 2002 | B1 |
6442328 | Elliott et al. | Aug 2002 | B1 |
6445524 | Nazarian et al. | Sep 2002 | B1 |
6449767 | Krapf et al. | Sep 2002 | B1 |
6453115 | Boyle | Sep 2002 | B1 |
6470420 | Hospodor | Oct 2002 | B1 |
6480020 | Jung et al. | Nov 2002 | B1 |
6480349 | Kim et al. | Nov 2002 | B1 |
6480932 | Vallis et al. | Nov 2002 | B1 |
6483986 | Krapf | Nov 2002 | B1 |
6487032 | Cloke et al. | Nov 2002 | B1 |
6490635 | Holmes | Dec 2002 | B1 |
6493173 | Kim et al. | Dec 2002 | B1 |
6499083 | Hamlin | Dec 2002 | B1 |
6519104 | Cloke et al. | Feb 2003 | B1 |
6525892 | Dunbar et al. | Feb 2003 | B1 |
6545830 | Briggs et al. | Apr 2003 | B1 |
6546489 | Frank, Jr. et al. | Apr 2003 | B1 |
6550021 | Dalphy et al. | Apr 2003 | B1 |
6552880 | Dunbar et al. | Apr 2003 | B1 |
6553457 | Wilkins et al. | Apr 2003 | B1 |
6578106 | Price | Jun 2003 | B1 |
6580573 | Hull et al. | Jun 2003 | B1 |
6594183 | Lofgren et al. | Jul 2003 | B1 |
6600620 | Krounbi et al. | Jul 2003 | B1 |
6601137 | Castro et al. | Jul 2003 | B1 |
6603622 | Christiansen et al. | Aug 2003 | B1 |
6603625 | Hospodor et al. | Aug 2003 | B1 |
6604220 | Lee | Aug 2003 | B1 |
6606682 | Dang et al. | Aug 2003 | B1 |
6606714 | Thelin | Aug 2003 | B1 |
6606717 | Yu et al. | Aug 2003 | B1 |
6611393 | Nguyen et al. | Aug 2003 | B1 |
6615312 | Hamlin et al. | Sep 2003 | B1 |
6639748 | Christiansen et al. | Oct 2003 | B1 |
6647481 | Luu et al. | Nov 2003 | B1 |
6654193 | Thelin | Nov 2003 | B1 |
6657810 | Kupferman | Dec 2003 | B1 |
6661591 | Rothberg | Dec 2003 | B1 |
6665772 | Hamlin | Dec 2003 | B1 |
6687073 | Kupferman | Feb 2004 | B1 |
6687078 | Kim | Feb 2004 | B1 |
6687850 | Rothberg | Feb 2004 | B1 |
6690523 | Nguyen et al. | Feb 2004 | B1 |
6690882 | Hanmann et al. | Feb 2004 | B1 |
6691198 | Hamlin | Feb 2004 | B1 |
6691213 | Luu et al. | Feb 2004 | B1 |
6691255 | Rothberg et al. | Feb 2004 | B1 |
6693760 | Krounbi et al. | Feb 2004 | B1 |
6694477 | Lee | Feb 2004 | B1 |
6697914 | Hospodor et al. | Feb 2004 | B1 |
6704153 | Rothberg et al. | Mar 2004 | B1 |
6708251 | Boyle et al. | Mar 2004 | B1 |
6710951 | Cloke | Mar 2004 | B1 |
6711628 | Thelin | Mar 2004 | B1 |
6711635 | Wang | Mar 2004 | B1 |
6711660 | Milne et al. | Mar 2004 | B1 |
6715044 | Lofgren et al. | Mar 2004 | B2 |
6724982 | Hamlin | Apr 2004 | B1 |
6725329 | Ng et al. | Apr 2004 | B1 |
6735650 | Rothberg | May 2004 | B1 |
6735693 | Hamlin | May 2004 | B1 |
6744772 | Eneboe et al. | Jun 2004 | B1 |
6745283 | Dang | Jun 2004 | B1 |
6751402 | Elliott et al. | Jun 2004 | B1 |
6757481 | Nazarian et al. | Jun 2004 | B1 |
6772281 | Hamlin | Aug 2004 | B2 |
6781826 | Goldstone et al. | Aug 2004 | B1 |
6782449 | Codilian et al. | Aug 2004 | B1 |
6791779 | Singh et al. | Sep 2004 | B1 |
6792486 | Hanan et al. | Sep 2004 | B1 |
6799274 | Hamlin | Sep 2004 | B1 |
6811427 | Garrett et al. | Nov 2004 | B2 |
6826003 | Subrahmanyam | Nov 2004 | B1 |
6826614 | Hanmann et al. | Nov 2004 | B1 |
6832041 | Boyle | Dec 2004 | B1 |
6832929 | Garrett et al. | Dec 2004 | B2 |
6845405 | Thelin | Jan 2005 | B1 |
6845427 | Atai-Azimi | Jan 2005 | B1 |
6850443 | Lofgren et al. | Feb 2005 | B2 |
6851055 | Boyle et al. | Feb 2005 | B1 |
6851063 | Boyle et al. | Feb 2005 | B1 |
6853731 | Boyle et al. | Feb 2005 | B1 |
6854022 | Thelin | Feb 2005 | B1 |
6862660 | Wilkins et al. | Mar 2005 | B1 |
6880043 | Castro et al. | Apr 2005 | B1 |
6882486 | Kupferman | Apr 2005 | B1 |
6884085 | Goldstone | Apr 2005 | B1 |
6888831 | Hospodor et al. | May 2005 | B1 |
6892217 | Hanmann et al. | May 2005 | B1 |
6892249 | Codilian et al. | May 2005 | B1 |
6892313 | Codilian et al. | May 2005 | B1 |
6895455 | Rothberg | May 2005 | B1 |
6895500 | Rothberg | May 2005 | B1 |
6898730 | Hanan | May 2005 | B1 |
6910099 | Wang et al. | Jun 2005 | B1 |
6928470 | Hamlin | Aug 2005 | B1 |
6931439 | Hanmann et al. | Aug 2005 | B1 |
6934104 | Kupferman | Aug 2005 | B1 |
6934713 | Schwartz et al. | Aug 2005 | B2 |
6940873 | Boyle et al. | Sep 2005 | B2 |
6943978 | Lee | Sep 2005 | B1 |
6948165 | Luu et al. | Sep 2005 | B1 |
6950265 | Hetzler et al. | Sep 2005 | B2 |
6950267 | Liu et al. | Sep 2005 | B1 |
6954733 | Ellis et al. | Oct 2005 | B1 |
6961814 | Thelin et al. | Nov 2005 | B1 |
6965489 | Lee et al. | Nov 2005 | B1 |
6965563 | Hospodor et al. | Nov 2005 | B1 |
6965966 | Rothberg et al. | Nov 2005 | B1 |
6967799 | Lee | Nov 2005 | B1 |
6968422 | Codilian et al. | Nov 2005 | B1 |
6968450 | Rothberg et al. | Nov 2005 | B1 |
6973495 | Milne et al. | Dec 2005 | B1 |
6973570 | Hamlin | Dec 2005 | B1 |
6976190 | Goldstone | Dec 2005 | B1 |
6983316 | Milne et al. | Jan 2006 | B1 |
6986007 | Procyk et al. | Jan 2006 | B1 |
6986154 | Price et al. | Jan 2006 | B1 |
6995933 | Codilian et al. | Feb 2006 | B1 |
6996501 | Rothberg | Feb 2006 | B1 |
6996669 | Dang et al. | Feb 2006 | B1 |
7002926 | Eneboe et al. | Feb 2006 | B1 |
7003674 | Hamlin | Feb 2006 | B1 |
7006316 | Sargenti, Jr. et al. | Feb 2006 | B1 |
7009820 | Hogg | Mar 2006 | B1 |
7023639 | Kupferman | Apr 2006 | B1 |
7024491 | Hanmann et al. | Apr 2006 | B1 |
7024549 | Luu et al. | Apr 2006 | B1 |
7024614 | Thelin et al. | Apr 2006 | B1 |
7027716 | Boyle et al. | Apr 2006 | B1 |
7028174 | Atai-Azimi et al. | Apr 2006 | B1 |
7031902 | Catiller | Apr 2006 | B1 |
7046465 | Kupferman | May 2006 | B1 |
7046488 | Hogg | May 2006 | B1 |
7050252 | Vallis | May 2006 | B1 |
7054937 | Milne et al. | May 2006 | B1 |
7055000 | Severtson | May 2006 | B1 |
7055167 | Masters | May 2006 | B1 |
7057836 | Kupferman | Jun 2006 | B1 |
7062398 | Rothberg | Jun 2006 | B1 |
7075746 | Kupferman | Jul 2006 | B1 |
7076604 | Thelin | Jul 2006 | B1 |
7082494 | Thelin et al. | Jul 2006 | B1 |
7088538 | Codilian et al. | Aug 2006 | B1 |
7088545 | Singh et al. | Aug 2006 | B1 |
7092186 | Hogg | Aug 2006 | B1 |
7095577 | Codilian et al. | Aug 2006 | B1 |
7099095 | Subrahmanyam et al. | Aug 2006 | B1 |
7106537 | Bennett | Sep 2006 | B1 |
7106947 | Boyle et al. | Sep 2006 | B2 |
7110202 | Vasquez | Sep 2006 | B1 |
7111116 | Boyle et al. | Sep 2006 | B1 |
7114029 | Thelin | Sep 2006 | B1 |
7120737 | Thelin | Oct 2006 | B1 |
7120806 | Codilian et al. | Oct 2006 | B1 |
7126776 | Warren, Jr. et al. | Oct 2006 | B1 |
7129763 | Bennett et al. | Oct 2006 | B1 |
7133600 | Boyle | Nov 2006 | B1 |
7136244 | Rothberg | Nov 2006 | B1 |
7146094 | Boyle | Dec 2006 | B1 |
7149046 | Coker et al. | Dec 2006 | B1 |
7150036 | Milne et al. | Dec 2006 | B1 |
7155616 | Hamlin | Dec 2006 | B1 |
7171108 | Masters et al. | Jan 2007 | B1 |
7171110 | Wilshire | Jan 2007 | B1 |
7194576 | Boyle | Mar 2007 | B1 |
7200698 | Rothberg | Apr 2007 | B1 |
7203139 | Terada | Apr 2007 | B2 |
7205805 | Bennett | Apr 2007 | B1 |
7206497 | Boyle et al. | Apr 2007 | B1 |
7215496 | Kupferman et al. | May 2007 | B1 |
7215771 | Hamlin | May 2007 | B1 |
7237054 | Cain et al. | Jun 2007 | B1 |
7240161 | Boyle | Jul 2007 | B1 |
7249365 | Price et al. | Jul 2007 | B1 |
7263709 | Krapf | Aug 2007 | B1 |
7274639 | Codilian et al. | Sep 2007 | B1 |
7274659 | Hospodor | Sep 2007 | B2 |
7275116 | Hanmann et al. | Sep 2007 | B1 |
7280302 | Masiewicz | Oct 2007 | B1 |
7292774 | Masters et al. | Nov 2007 | B1 |
7292775 | Boyle et al. | Nov 2007 | B1 |
7296284 | Price et al. | Nov 2007 | B1 |
7302501 | Cain et al. | Nov 2007 | B1 |
7302579 | Cain et al. | Nov 2007 | B1 |
7318088 | Mann | Jan 2008 | B1 |
7319806 | Willner et al. | Jan 2008 | B1 |
7325244 | Boyle et al. | Jan 2008 | B2 |
7330323 | Singh et al. | Feb 2008 | B1 |
7346790 | Klein | Mar 2008 | B1 |
7366641 | Masiewicz et al. | Apr 2008 | B1 |
7369340 | Dang et al. | May 2008 | B1 |
7369343 | Yeo et al. | May 2008 | B1 |
7372650 | Kupferman | May 2008 | B1 |
7380147 | Sun | May 2008 | B1 |
7392340 | Dang et al. | Jun 2008 | B1 |
7404013 | Masiewicz | Jul 2008 | B1 |
7406545 | Rothberg et al. | Jul 2008 | B1 |
7415571 | Hanan | Aug 2008 | B1 |
7436610 | Thelin | Oct 2008 | B1 |
7437502 | Coker | Oct 2008 | B1 |
7440214 | Ell et al. | Oct 2008 | B1 |
7451344 | Rothberg | Nov 2008 | B1 |
7471483 | Ferris et al. | Dec 2008 | B1 |
7471486 | Coker et al. | Dec 2008 | B1 |
7486060 | Bennett | Feb 2009 | B1 |
7496493 | Stevens | Feb 2009 | B1 |
7502284 | Ihde | Mar 2009 | B2 |
7518819 | Yu et al. | Apr 2009 | B1 |
7526184 | Parkinen et al. | Apr 2009 | B1 |
7539924 | Vasquez et al. | May 2009 | B1 |
7543117 | Hanan | Jun 2009 | B1 |
7551383 | Kupferman | Jun 2009 | B1 |
7562282 | Rothberg | Jul 2009 | B1 |
7577973 | Kapner, III et al. | Aug 2009 | B1 |
7596797 | Kapner, III et al. | Sep 2009 | B1 |
7599139 | Bombet et al. | Oct 2009 | B1 |
7619841 | Kupferman | Nov 2009 | B1 |
7647544 | Masiewicz | Jan 2010 | B1 |
7649704 | Bombet et al. | Jan 2010 | B1 |
7653927 | Kapner, III et al. | Jan 2010 | B1 |
7656603 | Feb 2010 | B1 | |
7656763 | Jin et al. | Feb 2010 | B1 |
7657149 | Boyle | Feb 2010 | B2 |
7672072 | Boyle et al. | Mar 2010 | B1 |
7673075 | Masiewicz | Mar 2010 | B1 |
7688540 | Mei et al. | Mar 2010 | B1 |
7724461 | McFadyen et al. | May 2010 | B1 |
7725584 | Hanmann et al. | May 2010 | B1 |
7730295 | Lee | Jun 2010 | B1 |
7760458 | Trinh | Jul 2010 | B1 |
7768776 | Szeremeta et al. | Aug 2010 | B1 |
7804657 | Hogg et al. | Sep 2010 | B1 |
7813954 | Price et al. | Oct 2010 | B1 |
7827320 | Stevens | Nov 2010 | B1 |
7839588 | Dang et al. | Nov 2010 | B1 |
7843660 | Yeo | Nov 2010 | B1 |
7852596 | Boyle et al. | Dec 2010 | B2 |
7859782 | Lee | Dec 2010 | B1 |
7872822 | Rothberg | Jan 2011 | B1 |
7898756 | Wang | Mar 2011 | B1 |
7898762 | Guo et al. | Mar 2011 | B1 |
7900037 | Fallone et al. | Mar 2011 | B1 |
7907364 | Boyle et al. | Mar 2011 | B2 |
7929234 | Boyle et al. | Apr 2011 | B1 |
7933087 | Tsai et al. | Apr 2011 | B1 |
7933090 | Jung et al. | Apr 2011 | B1 |
7934030 | Sargenti, Jr. et al. | Apr 2011 | B1 |
7940491 | Szeremeta et al. | May 2011 | B2 |
7944639 | Wang | May 2011 | B1 |
7945727 | Rothberg et al. | May 2011 | B2 |
7949564 | Hughes et al. | May 2011 | B1 |
7974029 | Tsai et al. | Jul 2011 | B2 |
7974039 | Xu et al. | Jul 2011 | B1 |
7982993 | Tsai et al. | Jul 2011 | B1 |
7984200 | Bombet et al. | Jul 2011 | B1 |
7990648 | Wang | Aug 2011 | B1 |
7991949 | Gabryjelski | Aug 2011 | B2 |
7992179 | Kapner, III et al. | Aug 2011 | B1 |
8004785 | Tsai et al. | Aug 2011 | B1 |
8006027 | Stevens et al. | Aug 2011 | B1 |
8014094 | Jin | Sep 2011 | B1 |
8014977 | Masiewicz et al. | Sep 2011 | B1 |
8019914 | Vasquez et al. | Sep 2011 | B1 |
8040625 | Boyle et al. | Oct 2011 | B1 |
8078943 | Lee | Dec 2011 | B1 |
8079045 | Krapf et al. | Dec 2011 | B2 |
8082433 | Fallone et al. | Dec 2011 | B1 |
8085487 | Jung et al. | Dec 2011 | B1 |
8089719 | Dakroub | Jan 2012 | B1 |
8090902 | Bennett et al. | Jan 2012 | B1 |
8090906 | Blaha et al. | Jan 2012 | B1 |
8091112 | Elliott et al. | Jan 2012 | B1 |
8094396 | Zhang et al. | Jan 2012 | B1 |
8094401 | Peng et al. | Jan 2012 | B1 |
8116020 | Lee | Feb 2012 | B1 |
8116025 | Chan et al. | Feb 2012 | B1 |
8134793 | Vasquez et al. | Mar 2012 | B1 |
8134798 | Thelin et al. | Mar 2012 | B1 |
8139301 | Li et al. | Mar 2012 | B1 |
8139310 | Hogg | Mar 2012 | B1 |
8144419 | Liu | Mar 2012 | B1 |
8145452 | Masiewicz et al. | Mar 2012 | B1 |
8149528 | Suratman et al. | Apr 2012 | B1 |
8154812 | Boyle et al. | Apr 2012 | B1 |
8159768 | Miyamura | Apr 2012 | B1 |
8161328 | Wilshire | Apr 2012 | B1 |
8164849 | Szeremeta et al. | Apr 2012 | B1 |
8174780 | Tsai et al. | May 2012 | B1 |
8190575 | Ong et al. | May 2012 | B1 |
8194338 | Zhang | Jun 2012 | B1 |
8194340 | Boyle et al. | Jun 2012 | B1 |
8194341 | Boyle | Jun 2012 | B1 |
8201066 | Wang | Jun 2012 | B1 |
8271692 | Dinh et al. | Sep 2012 | B1 |
8279550 | Hogg | Oct 2012 | B1 |
8281218 | Ybarra et al. | Oct 2012 | B1 |
8285923 | Stevens | Oct 2012 | B2 |
8289656 | Huber | Oct 2012 | B1 |
8305705 | Roohr | Nov 2012 | B1 |
8307156 | Codilian et al. | Nov 2012 | B1 |
8310775 | Boguslawski et al. | Nov 2012 | B1 |
8315006 | Chahwan et al. | Nov 2012 | B1 |
8316263 | Gough et al. | Nov 2012 | B1 |
8320067 | Tsai et al. | Nov 2012 | B1 |
8324974 | Bennett | Dec 2012 | B1 |
8332695 | Dalphy et al. | Dec 2012 | B2 |
8339919 | Lee | Dec 2012 | B1 |
8341337 | Ong et al. | Dec 2012 | B1 |
8350628 | Bennett | Jan 2013 | B1 |
8356184 | Meyer et al. | Jan 2013 | B1 |
8370683 | Ryan et al. | Feb 2013 | B1 |
8375225 | Ybarra | Feb 2013 | B1 |
8375274 | Bonke | Feb 2013 | B1 |
8380922 | DeForest et al. | Feb 2013 | B1 |
8390948 | Hogg | Mar 2013 | B2 |
8390952 | Szeremeta | Mar 2013 | B1 |
8392689 | Lott | Mar 2013 | B1 |
8407393 | Yolar et al. | Mar 2013 | B1 |
8413010 | Vasquez et al. | Apr 2013 | B1 |
8417566 | Price et al. | Apr 2013 | B2 |
8421663 | Bennett | Apr 2013 | B1 |
8422172 | Dakroub et al. | Apr 2013 | B1 |
8427770 | O'Dell et al. | Apr 2013 | B1 |
8427771 | Tsai | Apr 2013 | B1 |
8429343 | Tsai | Apr 2013 | B1 |
8433937 | Wheelock et al. | Apr 2013 | B1 |
8433977 | Vasquez et al. | Apr 2013 | B1 |
8441909 | Thayamballi et al. | May 2013 | B1 |
8456980 | Thayamballi | Jun 2013 | B1 |
8458526 | Dalphy et al. | Jun 2013 | B2 |
8462466 | Huber | Jun 2013 | B2 |
8467151 | Huber | Jun 2013 | B1 |
8483027 | Mak et al. | Jul 2013 | B1 |
8489841 | Strecke et al. | Jul 2013 | B1 |
8493679 | Boguslawski et al. | Jul 2013 | B1 |
8499198 | Messenger et al. | Jul 2013 | B1 |
8514506 | Li et al. | Aug 2013 | B1 |
8554741 | Malina | Oct 2013 | B1 |
8560759 | Boyle et al. | Oct 2013 | B1 |
8576509 | Hogg | Nov 2013 | B1 |
8576511 | Coker et al. | Nov 2013 | B1 |
8578100 | Huynh et al. | Nov 2013 | B1 |
8578242 | Burton et al. | Nov 2013 | B1 |
8582223 | Garani et al. | Nov 2013 | B1 |
8582231 | Kermiche et al. | Nov 2013 | B1 |
8589773 | Wang et al. | Nov 2013 | B1 |
8593753 | Anderson | Nov 2013 | B1 |
8599512 | Hogg | Dec 2013 | B2 |
8605379 | Sun | Dec 2013 | B1 |
8611031 | Tan et al. | Dec 2013 | B1 |
8611032 | Champion et al. | Dec 2013 | B2 |
8612798 | Tsai | Dec 2013 | B1 |
8619383 | Jung et al. | Dec 2013 | B1 |
8619508 | Krichevsky et al. | Dec 2013 | B1 |
8619529 | Liew et al. | Dec 2013 | B1 |
8621115 | Bombet et al. | Dec 2013 | B1 |
8621133 | Boyle | Dec 2013 | B1 |
8625224 | Lin et al. | Jan 2014 | B1 |
8625225 | Wang | Jan 2014 | B1 |
8626463 | Stevens et al. | Jan 2014 | B2 |
8630052 | Jung et al. | Jan 2014 | B1 |
8631188 | Heath et al. | Jan 2014 | B1 |
8635412 | Wilshire | Jan 2014 | B1 |
8661193 | Cobos et al. | Feb 2014 | B1 |
8665547 | Yeo et al. | Mar 2014 | B1 |
8667248 | Neppalli | Mar 2014 | B1 |
8670205 | Malina et al. | Mar 2014 | B1 |
8671250 | Lee | Mar 2014 | B2 |
8681442 | Hogg | Mar 2014 | B2 |
8681445 | Kermiche et al. | Mar 2014 | B1 |
8683295 | Syu et al. | Mar 2014 | B1 |
8687306 | Coker et al. | Apr 2014 | B1 |
8687307 | Patton, III | Apr 2014 | B1 |
8687313 | Selvaraj | Apr 2014 | B2 |
8693133 | Lee et al. | Apr 2014 | B1 |
8698492 | Mak et al. | Apr 2014 | B1 |
8699171 | Boyle | Apr 2014 | B1 |
8699172 | Gunderson et al. | Apr 2014 | B1 |
8711500 | Fong et al. | Apr 2014 | B1 |
8711506 | Giovenzana et al. | Apr 2014 | B1 |
8711665 | Abdul Hamid | Apr 2014 | B1 |
8717694 | Liew et al. | May 2014 | B1 |
8717695 | Lin et al. | May 2014 | B1 |
8730612 | Haralson | May 2014 | B1 |
8743502 | Bonke et al. | Jun 2014 | B1 |
8749911 | Sun et al. | Jun 2014 | B1 |
8753146 | Szeremeta et al. | Jun 2014 | B1 |
8755136 | Ng et al. | Jun 2014 | B1 |
8756361 | Carlson et al. | Jun 2014 | B1 |
8760782 | Garani et al. | Jun 2014 | B1 |
8760792 | Tam | Jun 2014 | B1 |
8769593 | Schwartz et al. | Jul 2014 | B1 |
8773793 | McFadyen | Jul 2014 | B1 |
8773802 | Anderson et al. | Jul 2014 | B1 |
8773807 | Chia et al. | Jul 2014 | B1 |
8773957 | Champion et al. | Jul 2014 | B1 |
8780470 | Wang et al. | Jul 2014 | B1 |
8782334 | Boyle et al. | Jul 2014 | B1 |
8786976 | Kang et al. | Jul 2014 | B1 |
8787125 | Lee | Jul 2014 | B1 |
8792196 | Lee | Jul 2014 | B1 |
8792200 | Tam et al. | Jul 2014 | B1 |
8797667 | Barlow et al. | Aug 2014 | B1 |
8799977 | Kapner, III et al. | Aug 2014 | B1 |
8817413 | Knigge et al. | Aug 2014 | B1 |
8817584 | Selvaraj | Aug 2014 | B1 |
8825976 | Jones | Sep 2014 | B1 |
8825977 | Syu et al. | Sep 2014 | B1 |
20090113702 | Hogg | May 2009 | A1 |
20100306551 | Meyer et al. | Dec 2010 | A1 |
20110226729 | Hogg | Sep 2011 | A1 |
20120159042 | Lott et al. | Jun 2012 | A1 |
20120275050 | Wilson et al. | Nov 2012 | A1 |
20120281963 | Krapf et al. | Nov 2012 | A1 |
20120324980 | Nguyen et al. | Dec 2012 | A1 |
Number | Date | Country | |
---|---|---|---|
62148683 | Apr 2015 | US |