This invention relates to systems and methods to dynamically compensate for age and/or wear on storage drives.
A RAID (i.e., a Redundant Array of Independent Disks) is a storage technology that provides increased storage functions and reliability through redundancy. A RAID is created by combining multiple storage drive components (e.g., disk drives and/or solid state drives) into a logical unit. Data is then distributed across the drives using various techniques, referred to as “RAID levels.” The standard RAID levels, which currently include RAID levels 1 through 6, are a basic set of RAID configurations that employ striping, mirroring, and/or parity to provide data redundancy. Each of the configurations provides a balance between two key goals: (1) increasing data reliability and (2) increasing I/O performance.
When storage drives in a RAID are new, the storage drives may have certain performance characteristics or specifications. These characteristics or specifications may be expressed in terms of a performance class, writes-per-day classification, storage capacity, amount of over-provisioning, or the like. Nevertheless, as the storage drives age and wear out, the storage drives may be unable to provide the same performance characteristics or specifications that they were able to provide when new. This may make the storage drives unsuitable for use in certain RAID arrays, storage tiers, or workloads, which may have certain performance requirements. If the wear or age of the storage drives is ignored and the same workload is driven to these storage drives regardless of their age and/or wear, the storage drives may exhibit excessively high failure rates and/or reduced life cycles.
In view of the foregoing, what are needed are systems and methods to dynamically compensate for age and/or wear on storage drives. Ideally, such systems and methods will, based on the age and/or wear of the storage drives, periodically reassign the storage drives to appropriate RAID arrays, storage tiers, or workloads. Such systems and methods will also ideally reduce failure rates and increase the useful life of the storage drives.
The invention has been developed in response to the present state of the art and, in particular, in response to the problems and needs in the art that have not yet been fully solved by currently available systems and methods. Accordingly, embodiments of the invention have been developed to dynamically compensate for age and/or wear on storage drives. The features and advantages of the invention will become more fully apparent from the following description and appended claims, or may be learned by practice of the invention as set forth hereinafter.
Consistent with the foregoing, a method for dynamically altering logical storage capacity within multiple storage drives is disclosed. In one embodiment, such a method monitors, within a storage environment, characteristics (e.g., age, wear, etc.) of multiple storage drives. Each storage drive has an amount of overprovisioning associated therewith. Based on the characteristics, the method periodically modifies a logical storage capacity of the storage drives in order to alter the amount of overprovisioning. The method then reorganizes the storage drives within various storage groups (e.g., RAID arrays, storage tiers, workloads, etc.) based on their logical storage capacity. For example, the method may place, as much as possible, storage drives of the same logical storage capacity within the same storage groups.
A corresponding system and computer program product are also disclosed and claimed herein.
In order that the advantages of the invention will be readily understood, a more particular description of the invention briefly described above will be rendered by reference to specific embodiments illustrated in the appended drawings. Understanding that these drawings depict only typical embodiments of the invention and are not therefore to be considered limiting of its scope, the invention will be described and explained with additional specificity and detail through use of the accompanying drawings, in which:
It will be readily understood that the components of the present invention, as generally described and illustrated in the Figures herein, could be arranged and designed in a wide variety of different configurations. Thus, the following more detailed description of the embodiments of the invention, as represented in the Figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of certain examples of presently contemplated embodiments in accordance with the invention. The presently described embodiments will be best understood by reference to the drawings, wherein like parts are designated by like numerals throughout.
The present invention may be embodied as a system, method, and/or computer program product. The computer program product may include a computer readable storage medium (or media) having computer readable program instructions thereon for causing a processor to carry out aspects of the present invention.
The computer readable storage medium may be a tangible device that can retain and store instructions for use by an instruction execution device. The computer readable storage medium may be, for example, but is not limited to, an electronic storage system, a magnetic storage system, an optical storage system, an electromagnetic storage system, a semiconductor storage system, or any suitable combination of the foregoing. A non-exhaustive list of more specific examples of the computer readable storage medium includes the following: a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a static random access memory (SRAM), a portable compact disc read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanically encoded device such as punch-cards or raised structures in a groove having instructions recorded thereon, and any suitable combination of the foregoing. A computer readable storage medium, as used herein, is not to be construed as being transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission media (e.g., light pulses passing through a fiber-optic cable), or electrical signals transmitted through a wire.
Computer readable program instructions described herein can be downloaded to respective computing/processing devices from a computer readable storage medium or to an external computer or external storage system via a network, for example, the Internet, a local area network, a wide area network and/or a wireless network. The network may comprise copper transmission cables, optical transmission fibers, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. A network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium within the respective computing/processing device.
Computer readable program instructions for carrying out operations of the present invention may be assembler instructions, instruction-set-architecture (ISA) instructions, machine instructions, machine dependent instructions, microcode, firmware instructions, state-setting data, or either source code or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C++ or the like, and conventional procedural programming languages, such as the “C” programming language or similar programming languages.
The computer readable program instructions may execute entirely on a user's computer, partly on a user's computer, as a stand-alone software package, partly on a user's computer and partly on a remote computer, or entirely on a remote computer or server. In the latter scenario, a remote computer may be connected to a user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider). In some embodiments, electronic circuitry including, for example, programmable logic circuitry, field-programmable gate arrays (FPGA), or programmable logic arrays (PLA) may execute the computer readable program instructions by utilizing state information of the computer readable program instructions to personalize the electronic circuitry, in order to perform aspects of the present invention.
Aspects of the present invention may be described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, may be implemented by computer readable program instructions.
These computer readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks. These computer readable program instructions may also be stored in a computer readable storage medium that can direct a computer, a programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer readable storage medium having instructions stored therein comprises an article of manufacture including instructions which implement aspects of the function/act specified in the flowchart and/or block diagram block or blocks.
The computer readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable apparatus, or other device to produce a computer implemented process, such that the instructions which execute on the computer, other programmable apparatus, or other device implement the functions/acts specified in the flowchart and/or block diagram block or blocks.
Referring to
As shown, the network environment 100 includes one or more computers 102, 106 interconnected by a network 104. The network 104 may include, for example, a local-area-network (LAN) 104, a wide-area-network (WAN) 104, the Internet 104, an intranet 104, or the like. In certain embodiments, the computers 102, 106 may include both client computers 102 and server computers 106 (also referred to herein as “hosts” 106 or “host systems” 106). In general, the client computers 102 initiate communication sessions, whereas the server computers 106 wait for and respond to requests from the client computers 102. In certain embodiments, the computers 102 and/or servers 106 may connect to one or more internal or external direct-attached storage systems 112 (e.g., arrays of hard-storage drives, solid-state drives, tape drives, etc.). These computers 102, 106 and direct-attached storage systems 112 may communicate using protocols such as ATA, SATA, SCSI, SAS, Fibre Channel, or the like.
The network environment 100 may, in certain embodiments, include a storage network 108 behind the servers 106, such as a storage-area-network (SAN) 108 or a LAN 108 (e.g., when using network-attached storage). This network 108 may connect the servers 106 to one or more storage systems 110, such as arrays 110a of hard-disk drives or solid-state drives, tape libraries 110b, individual hard-disk drives 110c or solid-state drives 110c, tape drives 110d, CD-ROM libraries, or the like. To access a storage system 110, a host system 106 may communicate over physical connections from one or more ports on the host 106 to one or more ports on the storage system 110. A connection may be through a switch, fabric, direct connection, or the like. In certain embodiments, the servers 106 and storage systems 110 may communicate using a networking standard such as Fibre Channel (FC) or iSCSI.
Referring to
In selected embodiments, the storage controller 200 includes one or more servers 206a, 206b. The storage controller 200 may also include host adapters 208 and device adapters 210 to connect the storage controller 200 to host systems 106 and storage drives 204, respectively. Multiple servers 206a, 206b may provide redundancy to ensure that data is always available to connected host systems 106. Thus, when one server 206a fails, the other server 206b may pick up the I/O load of the failed server 206a to ensure that I/O is able to continue between the host systems 106 and the storage drives 204. This process may be referred to as a “failover.”
In selected embodiments, each server 206 includes one or more processors 212 and memory 214. The memory 214 may include volatile memory (e.g., RAM) as well as non-volatile memory (e.g., ROM, EPROM, EEPROM, hard disks, flash memory, etc.). The volatile and non-volatile memory may, in certain embodiments, store software modules that run on the processor(s) 212 and are used to access data in the storage drives 204. These software modules may manage all read and write requests to logical volumes in the storage drives 204.
One example of a storage system 110a having an architecture similar to that illustrated in
Referring to
When storage drives 204 in a RAID array 304 are new, the storage drives 204 may have certain performance characteristics or specifications. These characteristics or specifications may be expressed in terms of a performance class, writes-per-day classification, storage capacity, amount of over-provisioning, or the like. Nevertheless, as the storage drives 204 age and wear out, the storage drives 204 may be unable to provide the same performance characteristics or specifications that they were able to provide when new. This may make the storage drives 204 unsuitable for use in certain RAID arrays 304, storage tiers, or workloads, which may have certain performance requirements. If the wear or age of the storage drives 204 is ignored and the same workload is driven to these storage drives 204 regardless of their age and/or wear, the storage drives 204 may exhibit excessively high failure rates and/or reduced life cycles.
Thus, systems and methods are needed to dynamically compensate for age and/or wear on storage drives 204. Ideally, such systems and methods will, based on the age and/or wear of the storage drives 204, periodically reassign the storage drives 204 to appropriate RAID arrays 304, storage tiers, or workloads. Such systems and methods will also ideally reduce failure rates and increase the useful life of the storage drives 204.
As shown in
Over time, due to failures and replacement of certain storage drives 204 within the RAID arrays 304, the RAID arrays 304 may be made up of storage drives 204 having different age and/or wear characteristics. Nevertheless, as the storage drives 204 age and wear out, the storage drives 204 may be unable to provide the same performance characteristics or specifications, or be unable to do so without exhibiting higher than acceptable failure rates or a reduced life cycle. Nevertheless, as the storage drives 204 of a certain performance class age and/or wear out, the storage drives 204 may continue to be used in the same way as result of their initially assigned performance class.
In certain embodiments, systems and methods in accordance with the invention may monitor characteristics (e.g., age and/or wear) of storage drives 204 in a storage environment and periodically reclassify the storage drives 204 with an appropriate performance class. For example, for storage drives 204 with an expected life of three years, the storage drives 204 may initially be assigned performance class A. After the first year of use, the storage drives 204 may be reduced to performance class B. After the second year of use, the storage drives 204 may be reduced to performance class C. Each time the storage drives 204 are assigned a new performance class, the storage drives 204 may, if not already, be placed in appropriate storage groups (e.g., RAID arrays 304, storage tiers in a tiered storage environment, storage drives 204 with particular workload requirements, etc.). This may be accomplished by swapping, in a storage environment, storage drives 204 of a certain performance class with storage drives 204 of a different performance class so that storage groups (e.g., RAID arrays 304, storage tiers, workloads, etc.) contain, as much as possible, storage drives 204 of the same performance class.
As shown in
Referring to 5, in order to accomplish this, once the drive reclassification module 302 has modified the performance class of the storage drives 204 to conform to their age and/or wear, the drive reorganization module 303 may reorganize the storage drives 204 within the storage environment. More particularly, the drive reorganization module 303 may attempt to place storage drives 204 of the same performance class in the same RAID arrays 304. Higher performance RAID arrays 304 will ideally contain storage drives 204 of a higher performance class. Similarly, lower performance RAID arrays 304 may contain storage drives 204 of a lower performance class.
In order to reorganize the storage drives 204, the drive reorganization module 303 may swap storage drives 204 between RAID arrays 304 using, for example, a spare storage drive 204 as an intermediate data store to facilitate the swap of data. In certain embodiments, this is accomplished using a smart rebuild process to copy data from one storage drive 204 to another. The smart rebuild process may reduce exposure to data loss by maintaining the ability for a storage drive 204 to be used as a spare even as data is being copied to it. In certain embodiments, when data is copied from a first storage drive 204 to a second storage drive 204 (e.g., a spare storage drive 204), the smart rebuild process may create a bitmap for the first storage drive 204. Each bit may represent a section (e.g., a one megabyte region) of storage space on the first storage drive 204. The smart rebuild process may then begin copying data from the first storage drive 204 to the second storage drive 204. As each section is copied, its associated bit may be recorded in the bitmap.
If a write is received to a section of the first storage drive 204 while the data copy process is ongoing, the smart rebuild process may check the bitmap to determine if data in the associated section has already been copied to the second storage drive 204. If not, the smart rebuild process may simply write the data to the corresponding section of the first storage drive 204. Otherwise, after writing the data to the first storage drive 204, the data may also be copied to the second storage drive 204. Once all sections are copied from the first storage drive 204 to the second storage drive 204, the RAID array 304 may begin to use the second storage drive 204 in place of the first storage drive 204. This frees the first storage drive 204 from the RAID array 304.
Alternatively, the smart rebuild process may utilize a watermark instead of a bitmap to track which data has been copied from a first storage drive 204 to a second storage drive 204. In such an embodiment, sections may be copied in a designated order from a first storage drive 204 to a second storage drive 204. The watermark may track how far the copy process has progressed through the sections. If a write is received to a section of the first storage drive 204 during the copy process, the smart rebuild process may check the watermark to determine if data in the section has already been copied to the second storage drive 204. If not, the smart rebuild process may write the data to the first storage drive 204. Otherwise, after writing the data to the first storage drive 204, the smart rebuild process may also copy the data to the second storage drive 204. Once all sections have been copied from the first storage drive 204 to the second storage drive 204, the RAID array 304 may begin to use the second storage drive 204 in place of the first storage drive 204. This frees the first storage drive 204 from the RAID array 304.
In other embodiments, the drive reclassification module 302 may change other characteristics of storage drives 204 within a storage environment. For example, the drive reclassification module 302 may modify, based on the age or wear of a storage drive 204, a writes-per-day classification, a logical storage capacity, and/or an amount of overprovisioning associated with a storage drive 204. The drive reorganization module 303 may then reorganize the storage drives 204 within RAID arrays 304 based on their writes-per-day classification, as shown in
As shown, the drive monitoring module 300 includes one or more of an age monitoring module 800, wear monitoring module 802, and overprovisioning monitoring module 804. The age monitoring module 800 may be configured to monitor the age of storage drives 204 in a storage environment. In certain embodiments, this may be accomplished by detecting when a storage drive 204 is newly installed in the storage environment and then tracking the amount of time the storage drive 204 is in the storage environment from that point forward.
The wear monitoring module 802, by contrast, may monitor the wear of storage drives 204 in the storage environment. In certain embodiments, wear may be determined from the use of a storage drive 204, such as the amount of I/O that has been driven to the storage drive 204 over its lifetime, the amount of time the storage drive 204 has been active, the storage group (e.g., RAID array 304, storage tier, or workload) the storage drive 204 has been associated with during its use, and/or the like.
The overprovisioning monitoring module 804 may be configured to monitor an amount of overprovisioning that exists within a storage drive 204. Certain storage drives 204, such as solid state storage drives 204 (SSDs), may have a certain percentage of their total storage capacity dedicated to storing data and the remaining percentage kept free in the form of “overprovisioning.” This overprovisioning typically improves performance and increases the life of the solid state storage drive 204. As the solid state storage drive 204 ages and/or wears out, storage elements within the solid state storage drive 204 may go bad, which may in turn reduce the amount of overprovisioning within the storage drive 204. This may reduce the performance and/or life of the solid state storage drive 204.
The writes-per-day adjustment module 902 may be used to adjust a writes-per-day classification associated with a storage drive 204. Based on the age, wear, and/or amount of overprovisioning that is associated with a storage drive 204, the writes-per-day adjustment module 902 may reduce the writes-per-day classification associated with a storage drive 204. In certain embodiments, this may occur in discrete steps. For example, the writes-per-day classification may drop from a first level (e.g., 200 GB/day) to a second level (150 GB/day), and then from the second level to a third level (e.g., 100 GB/day), and so forth, in various discrete steps depending on the characteristics (e.g., amount of overprovisioning, age, etc.) associated with the storage drive 204.
The size/overprovisioning adjustment module 904 may be configured to adjust a logical storage capacity and/or amount of overprovisioning associated with a storage drive 204. As mentioned above, as a storage drive 204 (e.g., a solid state storage drive 204) ages or is utilized, sectors or storage elements in the storage drive 204 may go bad. When the amount of overprovisioning within the storage drive 204 is reduced to a certain level or threshold, the size/overprovisioning adjustment module 904 may adjust the logical storage capacity and/or amount of overprovisioning in the storage drive 204. For example, the size/overprovisioning adjustment module 904 may reduce the logical storage capacity of the storage drive 204 in order to increase the amount of overprovisioning. This may improve performance and/or increase the useful life of the storage drive 204. In certain embodiments, this may occur in various discrete steps. For example, the size/overprovisioning adjustment module 904 may reduce the logical storage capacity of the storage drive 204 from size A (e.g., 900 GB) to size B (e.g., 800 GB), from size B to size C (e.g., 700 GB), and so forth, in various discrete steps as the storage drive 204 ages and/or wears out. As will be explained in more detail hereafter, in certain cases, when the logical storage capacity of a storage drive 204 is reduced, some data may need to be migrated off of the storage drive 204 to facilitate the reduction of logical storage capacity.
Referring to
As shown, the method 1000 initially determines 1002 whether it is time to reclassify and reorganize storage drives 204 within a storage environment. In certain embodiments, the method 1000 is intended to be executed periodically, such as every week, every month, or every several months. The step 1002 may be configured to determine if and when the method 1000 should be executed.
If it is time to reclassify and reorganize storage drives 204 within the storage environment, the method 1000 determines 1004 drive characteristics, such as the age, wear, amount of overprovisioning, or the like, of the storage drives 204 in the storage environment. In certain embodiments, the method 1000 actually modifies drive characteristics once certain characteristics are observed. For example, in the event the amount of overprovisioning in a storage drive 204 drops below a specified level, the method 1000 may reduce the logical storage capacity and thereby increase the amount of overprovisioning of the storage drive 204.
The method 1000 then reclassifies 1008 the storage drives 204 within the storage environment based on the determined characteristics. For example, if a storage drive 204 has reached a certain age, the method 1000 may reclassify 1008 the storage drive 204 from performance class A to performance class B, or from performance class B to performance class C. In another example, if a storage drive 204 has reached a certain age or amount of wear, the method 1000 may reclassify 1008 the storage drive 204 from a first writes-per-day classification to a second writes-per-day classification. In yet another example, if a storage drive 204 has reached a certain age or amount of wear, the method 1000 may reclassify 1008 the storage drive 204 from having a first logical storage capacity to having a second logical storage capacity.
The method 1000 then determines 1010 requirements of certain storage groups (e.g., RAID arrays 304, storage tiers, storage drives 204 supporting certain workloads, etc.) that contain the storage drives 204. For example, the method 1000 may determine the performance requirements of RAID arrays 304 within the storage environment. Based on the requirements of the storage groups and the classifications of the storage drives 204, the method 1000 reorganizes 1012 storage drives 204 within the storage groups. For example, the method 1000 may attempt to reorganize 1012 storage drives 204 in RAID arrays 304 such that higher performance RAID arrays 304 or storage tiers contain storage drives 204 of a higher performance class (e.g., performance class A), and lower performance RAID arrays 304 or storage tiers contain storage drives 204 of a lower performance class. In certain embodiments, this may be accomplished by swapping storage drives 204 in the RAID arrays 304 or storage tiers using a smart rebuild process that swaps data between the storage drives 204.
Referring to
The method 1100 then determines 1108 the requirements of various storage groups (e.g., RAID arrays 304, storage tiers, storage drives 204 supporting certain workloads, etc.) in the storage environment. For example, the method 1100 may determine that a first RAID array 304 or storage tier in the storage environment requires higher performance and thus higher performance storage drives 204 and a second RAID array 304 or storage tier in the storage environment can utilize lower performance storage drives 204. Based on the requirements of the storage groups and the characteristics of the storage drives 204, the method 1100 reorganizes 1110 storage drives 204 within the storage groups. For example, the method 1100 may place, as much as possible, storage drives 204 of the same performance class in the same storage groups. In certain embodiments, this may be accomplished by swapping storage drives 204 in the RAID arrays 304 or storage tiers using a smart rebuild process.
In certain embodiments, the reorganization step 1110 works as follows, assuming storage drives 204 are reorganized according to their performance class, the storage drives 204 are classified as either performance class A, B, or C, and the storage groups are RAID arrays 304: The reorganization step 1110 may first generate a “count” of all storage drives 204 in the storage environment of performance class A. The reorganization step 1110 may then find the RAID array 304 in the storage environment with the most performance class A storage drives 204. The reorganization step 1110 reduces the “count” by the number of performance class A storage drives 204 in the RAID array 304. The reorganization step 1110 then swaps performance class A storage drives 204 from other RAID arrays 304 into the RAID array 304 using a smart rebuild process until the RAID array 304 contains all performance class A storage drives 204. The reorganization step 1110 reduces the “count” by the number of storage drives 204 that are swapped. If the “count” is zero, then the reorganization for storage drives 204 of performance class A stops. Otherwise the reorganization step 1110 repeats for the RAID array 304 with the next highest number of performance class A storage drives 204 or until the “count” goes to zero. This reorganization step 1110 is repeated for performance class B and performance class C storage drives 204. The reorganization step 1110 will place, as much as possible, storage drives 204 of the same performance class in the same RAID arrays 304.
Referring to
The method 1200 then determines 1208 the requirements of various storage groups (e.g., RAID arrays 304, storage tiers, storage drives 204 supporting certain workloads, etc.) in the storage environment. For example, the method 1200 may determine that a first RAID array 304 or storage tier in the storage environment requires higher performance and thus storage drives 204 of a higher writes-per-day classification and a second RAID array 304 or storage tier in the storage environment can utilize storage drives 204 having a lower writes-per-day classification. Based on the requirements of the storage groups and the writes-per-day classifications of the storage drives 204, the method 1200 reorganizes 1210 storage drives 204 within the storage groups. For example, the method 1200 may place, as much as possible, storage drives 204 of the same writes-per-day classification in the same storage groups. In certain embodiments, this may be accomplished by swapping storage drives 204 in the RAID arrays 304 or storage tiers using a smart rebuild process. In certain embodiments, the reorganization step 1210 may work in much the same way as the reorganization step 1110 described in association with
Referring to
The method 1300 then reorganizes 1310 storage drives 204 within storage groups (e.g., RAID arrays 304, storage tiers, etc.). For example, the method 1300 may place, as much as possible, storage drives 204 of the same logical storage capacity in the same storage groups. In certain embodiments, this may be accomplished by swapping storage drives 204 in the storage groups using a smart rebuild process. In certain embodiments, the reorganization step 1310 may work in much the same way as the reorganization steps 1110, 1210 described in association with
The flowcharts and/or block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer-usable media according to various embodiments of the present invention. In this regard, each block in the flowcharts or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the Figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, may be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
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