This invention relates in general to methods and systems for providing storage to information systems and, more particularly, to controlling automated page-based tier management in storage systems.
Hierarchical storage management also called tier management is a storage management method designed for improving utilization of storage resources in computer systems. Specifically, the utilization of resources is optimized by changing the location of data in a computer system based on the value and usage of the data in the enterprise. On the other hand, the analysis and classification of the aforesaid value and the usage are generally difficult tasks. Therefore, recently some storage system vendors proposed automated page-based hierarchical storage management performed by the storage system itself. With this function, the storage system itself monitors access characteristics of each small data storage area, such as a page, in a data storage volume, or a file system region, and automatically relocates the data in the page based on the detected access characteristics. The data relocation is performed regardless of the usage of the data in the host or application side.
For example, U.S. Patent Application Publication Number 2006/0010169, to Kitamura, incorporated herein by reference, discloses a hierarchical file storage management performed by a file server, which is achieved by means of page relocation capability of the storage system. In addition, Compellent Technologies, Inc. provides storage system products having the automated page-based management or automated tier management capability mentioned above. A description of such storage products may be found at http://www.compellent.com/Products/Software/Automated-Tiered-Storage.aspx.
The above automated page-based management solves the difficulty of using conventional hierarchical storage management by avoiding the need to classify the data or the files. However, in some situations, this process, which is performed automatically by the storage system, fails to achieve the optimal data relocation result because it ignores the actual usage of the data by the user application, even if, in some cases, the application, host computer or management computer can recognize or predict the usage of the data or files.
Therefore, there is a need for a method and apparatus to control the automated page-based management function performed by storage system according to the actual usage of the stored data or files by the application or the host computer. Therefore, the inventive methodology is directed to methods and systems that substantially obviate one or more of the above and other problems associated with conventional techniques by controlling the automated page-based management of storage systems.
In accordance with one aspect of the inventive methodology, there is provided a computerized storage system including a computer and a storage system operatively coupled to the computer. The storage system incorporates at least one storage device configured to store data in at least one data storage volume, the data storage volume having a first tier segment and a second tier segment, and a storage controller, the storage controller including a data migration module configured to automatically migrate a data unit between the first tier segment and the second tier segment in accordance with data usage based on at least one migration condition. The storage controller of the inventive system further includes an interface configured to enable a change of the at least one migration condition with respect to at least a part of the data stored in the data storage volume.
In accordance with another aspect of the inventive methodology, there is provided a computer-implemented method performed in a computerized storage system including a computer; and a storage system operatively coupled to the computer. The storage system incorporates at least one storage device configured to store data in at least one data storage volume, which includes a first tier segment and a second tier segment. The inventive method involves automatically migrating a data unit between the first tier segment and the second tier segment in accordance with data usage based on at least one migration condition and enabling a change of the at least one migration condition with respect to at least a part of the data stored in the data storage volume.
Additional aspects related to the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. Aspects of the invention may be realized and attained by means of the elements and combinations of various elements and aspects particularly pointed out in the following detailed description and the appended claims.
It is to be understood that both the foregoing and the following descriptions are exemplary and explanatory only and are not intended to limit the claimed invention or application thereof in any manner whatsoever.
The accompanying drawings, which are incorporated in and constitute a part of this specification exemplify the embodiments of the present invention and, together with the description, serve to explain and illustrate principles of the inventive technique. Specifically:
In the following detailed description, reference will be made to the accompanying drawing(s), in which identical functional elements are designated with like numerals. The aforementioned accompanying drawings show by way of illustration, and not by way of limitation, specific embodiments and implementations consistent with principles of the present invention. These implementations are described in sufficient detail to enable those skilled in the art to practice the invention and it is to be understood that other implementations may be utilized and that structural changes and/or substitutions of various elements may be made without departing from the scope and spirit of present invention. The following detailed description is, therefore, not to be construed in a limited sense. Additionally, the various embodiments of the invention as described may be implemented in the form of a software running on a general purpose computer, in the form of a specialized hardware, or combination of software and hardware.
Aspects of the present invention provide systems and methods for controlling automated page-based migration in storage system.
The main processor 101 executes various processes necessary for the operation of the storage controller 100. The main processor 101 and other components use the following information stored in the memory 200: mapping information 201, pool information 202, page information 203, volume information 204, access information 205, migration condition 206, and migration information 207.
The main processor 101 performs the aforesaid processes by executing the following programs stored in the memory 200. The programs stored in the memory 200 include a read process program 211, a write process program 212, a migration decision program 213 and a data migration program 214. The details of these programs will be described in detail below.
The file servers 510 are coupled to the host interface 113 via SAN 900 that may be implemented using various types of technologies, including Fibre Channel, iSCSI(IP) or the like. The host 500, file server 510 and storage controller 110 are coupled each other via LAN 902, which may be implemented as an IP network.
Volumes, namely logical units (LUs), provided by the storage system 100, are composed from collection of physical storage areas in the HDDs. The integrity of the data stored in those areas may be protected by means of a stored parity code, such as in RAID configuration, well known to persons of skill in the art.
In addition to the file system 501 and the OS 502, the host 500 stores an application program 503, a data management program 504 and data usage policy information 505. To execute these programs, the host 500 also incorporates resources such as a processor, memory, and storage devices, which are not shown in
To achieve assignment of chunks to segments of the TPV, the storage controller 110 uses mapping information 201 (
As shown in U.S. Patent Publication No. 2006/0010169, incorporated herein by reference, the storage system 100 can realize page-based transparent data migration between chunks by copying data and changing the mapping information 201. As described below, the page-based transparent migration mentioned above is managed by the storage system 100 itself by way of an automated tier management. However, according to aspects of the present invention, the host 500 can control this management process according to the data usage policy of the host 500.
At 1002, if there are one or more files that have necessity to change setting regarding migration performed by the storage system 100, the process proceeds to 1003. Otherwise, the process terminates at 1006.
At 1003, the host 500 instructs the file server 510 to change the setting with respect to the migration of the data or the file performed by the storage system 100 with respect to the target file.
At 1004, the file server 510 obtains the location of the data in the TPV 610 corresponding to the specified file.
At 1005, the file server 510 changes the setting by instructing the storage system 100 to change the location of the data and specifies the target location. The process performed in the storage system 100 in response to this request is described below.
There are several situations when the host 500 should control the tier management performed by the storage system 100. These situations are related to usage policy offered by the application or the user. Examples of these situations will be described below.
As would be appreciated by those of skill in the art, the priority or required service level of data is determined by the host 500. In this case, the host 500 can control or suggest appropriate relocation of the data or the file using a recognized projection of the specifics of the data utilization.
As another example of the situation when the host 500 should control the tier management performed by the storage system 100, the data is relocated by means other than the storage system 100. An example of a system configuration where a file server 510 includes a file migration program 515 is shown in
At 1101, the file server 510 issues a write request and transfers write data to the storage controller 110.
At 1102, the storage controller 110 checks the target TPV 610 and target area of the write access by referring to the write request.
At 1103, the storage controller 110 checks the mapping information 201 for a segment in the target area. If a chunk has already been assigned to the segment, the process proceeds to 1106. Otherwise, the process proceeds to 1104.
At 1104, the storage controller 110 assigns a new chunk to store the write data. To do this, the storage controller 110 updates the mapping information 201 and the pool information 202. By using the pool information 202, the storage controller 110 finds the new chunk from the highest tier, i.e. tier 1.
At 1105, the storage controller 110 stores the write data to the new chunk. Then, the process proceeds to 1110.
If a chunk has already been assigned to the segment and the process has proceeded to 1106, at 1106, the storage controller 110 checks ‘under migration’ flag in the mapping information 201. This flag is set during the migration process described later and shows whether the chunk is under migration or not. If the chunk is under migration, the process proceeds to 1107. Otherwise, the process proceeds to 1109.
At 1107, by referring to the migration information 207 described later, the storage controller 110 checks whether the area pertaining to the write command in the chunk has been copied during the migration process. If yes, the process proceeds to 1108. Otherwise, the process proceeds to 1109.
At 1108, the storage controller 110 stores the write data at the migration target.
At 1109, the storage controller 110 stores the write data at the existing chunk.
The process arrives at 1110 after the storage controller 110 stores the write data at the current chunk, at either 1105, where a new chunk is assigned, or 1109, where a pre-assigned chunk exists. At 1110, the storage controller 110 updates the access information 205. This access information records access characteristics of the segment (i.e. page) and is used for determination of migration as described later.
At 1111, if the storage controller 110 has checked all segments of the target area, the process ends at 1113. Otherwise, the storage controller 110 advances the check to the next segment at 1112.
An exemplary write process for the TPV 610 begins at 1200.
At 1201, the file server 510 issues a read request to the storage controller 110.
At 1202, the storage controller 110 checks the target TPV 610 and target area of the read access by referring to the read request.
At 1203, the storage controller 110 checks the mapping information 201 for a segment in the target area. If a chunk has already been assigned to the segment, the process proceeds to 1204. Otherwise, the process proceeds to 1206.
At 1204, the storage controller 110 transfers the data stored in the chunk to the file server 510.
At 1205, the storage controller 110 updates the access information 205.
At 1206, the storage controller 110 sends data of zero (0) to the file server 510.
At 1207, if the storage controller 110 has checked all segments of the target area, the process ends at 1209. Otherwise, the storage controller 110 advances the check to the next segment at 1208.
For example, according to the table shown, a migration type from tier 1 to tier 2 occurs if a first condition and a second condition are both met. The first condition in this case is an access rate per unit time of less than 1500 times and the second condition is that the last access time occurred before 10 days ago.
At 1302, the storage controller 110 investigates the page information 203 and the volume information 204.
At 1303, if prohibition of migration for the segment or the TPV is set to a YES value, the process ends at 1313. That is, migration is not performed. If there is no prohibition for migration, the process proceeds to 1304.
At 1304, by referring to the access information 205, the storage controller 110 obtains one or more values to be compared with the migration condition information 206.
At 1305, if according to the page information 203 there is adjustment for the TPV containing the segment, the process proceeds to 1306. Otherwise, the process proceeds to 1307.
At 1306, the storage controller 110 adjusts the values to be compared according to the adjustment provided in the volume information 204. That is, the adjustment value is added to the value to be compared. The adjustment values are obtained from the page information 203 and are used to modify or adjust the values provided by the access information 205. The adjusted or modified values are subsequently used against the migration condition information 206. And then, the process proceeds to 1309.
At 1307, if there is adjustment for the segment, the process proceeds to 1308. Otherwise, the process proceeds to 1309.
At 1308, the storage controller 110 adjusts the values to be compared according to the adjustment set in the page information 203. And then, the process proceeds to 1309.
At 1309, the storage controller 110 decides whether migration of data in the segment should be performed according to the conditions provided in the migration condition information 206.
At 1310, if the comparison indicates that migration should occur, the process proceeds to 1311. Otherwise, the process ends.
At 1311, the storage controller 110 finds the destination of the migration to the suitable tier determined from the conditions of
At 1312, the storage controller 110 performs the migration. The detailed process of the migration is described below.
The above migration decision process is repeated at predetermined intervals or performed when load of the storage system 110 is low. This process is performed for segments that have stored data.
In examples of page information 203 and volume information 204 shown respectively in
In
At 1400, the process begins.
At 1401, the storage controller 110 receives an instruction to change the settings applicable to migration. This means that the storage system 100 provides an interface (e.g. API) for changing the settings. As mentioned above, the file server 510, the host 500 and the other computers may issue the setting change instruction using the interface. The instruction to change setting can be transferred via the SAN 900 and/or the LAN 920 because the interface can be implemented in various manners such as a SCSI command on FC and XML on HTTP. That is, the storage controller 110 may receive the setting change instruction in various manners.
At 1402, the storage controller 110 inspects the instruction. The instruction includes information or parameters that are used for the following steps. In this step, if the instruction is determined to be for a volume, the process proceeds to 1403. Otherwise, the process proceeds to A which leads to 1601 in
At 1403, if the instruction is to set prohibition of migration, the process proceeds to 1404. Otherwise, the process proceeds to 1405.
At 1404, the storage controller 110 sets the flag of prohibition of migration for the specified volume in the volume information 204 to ‘YES’. After that, the process terminates at 1412.
At 1405, if the instruction is to release the prohibition of migration, the process proceeds to 1406. Otherwise, the process proceeds to 1407.
At 1406, the storage controller 110 sets the flag of prohibition of migration for the specified volume in the volume information 204 to ‘NO’. There is no prohibition on migration in effect and, after that, the process terminates at 1412.
At 1407, if the instruction is to set adjustments for the volume, the process proceeds to 1408. Otherwise, the process proceeds to 1409.
At 1408, the storage controller 110 sets adjustment values for the specified volume in the volume information 204 according to the instruction. Setting of the adjustment values is described in detail further below. After setting of the adjustments at 1408, the process terminates at 1412.
At 1409, if the instruction is to reset adjustment values, the process proceeds to 1410. Otherwise, the process proceeds to 1411.
At 1410, the storage controller 110 resets adjustment values for the specified volume in the volume information 204 to initial values. After that, the process terminates at 1412.
At 1411, the storage controller 110 reports an error regarding the instruction to the sender of the instruction and, after that, the process terminates at 1412. The process of
At 1501, if the instruction is to set adjustment of read access rate, the process proceeds to 1502. Otherwise, the process proceeds to 1503.
At 1502, the storage controller 110 sets adjustment of read access rate for the specified volume in the volume information 204 according to the instruction and the process terminates at 1510.
At 1503, if the instruction is to set adjustment of write access rate, the process proceeds to 1504. Otherwise, the process proceeds to 1505.
At 1504, the storage controller 110 sets adjustment of write access rate for the specified volume in the volume information 204 according to the instruction and the process terminates at 1510.
At 1505, if the instruction is to set adjustment of last access time of read access, the process proceeds to 1506. Otherwise, the process proceeds to 1507.
At 1506, the storage controller 110 sets adjustment of last access time of read access for the specified volume in the volume information 204 according to the instruction and the process terminates at 1510.
At 1507, if the instruction is to set adjustment of access time of write access, the process proceeds to 1508. Otherwise, the process proceeds to 1509.
At 1508, the storage controller 110 sets adjustment of last access time of write access for the specified volume in the volume information 204 according to the instruction and the process ends at 1510.
At 1509, the storage controller 110 reports an error regarding the instruction to the sender of the instruction and the process terminates at 1510. The process 1408 of
With the process described above, the file server 510, the host 500 and the other computers can change the settings regarding migration from either the page or volume perspective. Because these settings affects the decision regarding migration, computers such as the host 500 are provided with a method to control automated page-based management or tier management performed by the storage system 100.
As another example of setting change instruction and process, plural settings can be changed by one instruction.
Specifically,
The process of migration begins at 1800. At 1801, storage controller 110 makes an entry in migration information 207 for the segment to be moved. The storage controller 110 also sets a flag of “under migration” for the segment in the mapping information 201 to ‘YES’.
At 1802, the storage controller 110 copies data in the segment to a location selected as destination. According to progress of the copying, copy pointer in the migration information 207 is updated and moves forward.
At 1803, after completion of the copying, the storage controller 110 updates the mapping information 201 to change mapping between the segment and physical location according to the migration. This realizes the transparent migration of the segment for the host 500.
At 1804, the storage controller 110 updates the pool information 202 to release the chunk that was being used by the segment if no segment is currently using the chunk.
At 1805, the storage controller 110 deletes the entry in the migration information 207 and updates the mapping information 201 to set the flag of “under migration” for the segment to ‘NO.’
At 1806, the migration process terminates.
In the previous configuration shown in
Therefore with the configuration shown in
In the system of
Data to be compressed should be selected or screened because compression and decompression causes overhead, load and latency in the process of the storage system 100a. In other words, control of tier management with compression is desired. For example, data that requires relatively high service level, even if in a lower tier, should not be compressed. As another example, some types of files such as JPEG files and MPEG files should not be compressed because a file of these types generally does not achieve large reduction of size with compression.
As shown in
Specifically,
At 1902, the storage controller 110 checks the instruction. The instruction includes information or parameters mentioned in the following decision steps of this process. In this step, if the instruction is about compression, the process proceeds to 1904. Otherwise, the process proceeds to 1903.
At 1903, the storage controller 110 performs the process of prohibition of migration or adjustment for migration described in
At 1904, if the instruction is to set prohibition of compression for the volume, the process proceeds to 1905. Otherwise, the process proceeds to 1906.
At 1905, the storage controller 110 sets a flag of prohibition of compression for the specified volume in volume information 204 to ‘YES’ and then the process terminates at 1913.
At 1906, if the instruction is to stop prohibition of compression for the volume, the process proceeds to 1907. Otherwise, the process proceeds to 1908.
At 1907, the storage controller 110 sets a flag of prohibition of compression for the specified volume in volume information 204 to ‘NO’ and then the process terminates at 1913.
At 1908, if the instruction is to set prohibition of compression for segment, the process proceeds to 1909. Otherwise, the process proceeds to 1910.
At 1909, the storage controller 110 sets a flag of prohibition of compression for the specified segment in page information 203 to ‘Yes’ and then the process terminates at 1913.
At 1910, if the instruction is to stop prohibition of compression for segment, the process proceeds to 1911. Otherwise, the process proceeds to 1912.
At 1911, the storage controller 110 sets a flag of prohibition of compression for the specified segment in page information 203 to ‘NO’ and then the process ends.
At 1912, the storage controller 110 reports an error regarding the instruction to the sender of the instruction and, after that, the process terminates at 1913.
Migration decision process and migration process of this embodiment are similar to the processes described with respect to the first embodiment. In this embodiment, in step 1311 of
As example of method to use the compression/decompression capability, application of the capability may be selectable. That is, application of compression to lower tier is selected by user initially, and then, the setting control mentioned above can be applied.
By applying the processes described in the above embodiments, highly optimized, appropriate data placement and data relocation in the computer system are realized because computers such as the host 500, the file server 510 and the management server can control the storage system's 100 automated page-based management from their own perspective with their own information such as data usage policy and application information.
The computer platform 3701 may include a data bus 3704 or other communication mechanism for communicating information across and among various parts of the computer platform 3701, and a processor 3705 coupled with bus 3701 for processing information and performing other computational and control tasks. Computer platform 3701 also includes a volatile storage 3706, such as a random access memory (RAM) or other dynamic storage device, coupled to bus 3704 for storing various information as well as instructions to be executed by processor 3705. The volatile storage 3706 also may be used for storing temporary variables or other intermediate information during execution of instructions by processor 3705. Computer platform 3701 may further include a read only memory (ROM or EPROM) 3707 or other static storage device coupled to bus 3704 for storing static information and instructions for processor 3705, such as basic input-output system (BIOS), as well as various system configuration parameters. A persistent storage device 3708, such as a magnetic disk, optical disk, or solid-state flash memory device is provided and coupled to bus 3701 for storing information and instructions.
Computer platform 3701 may be coupled via bus 3704 to a display 3709, such as a cathode ray tube (CRT), plasma display, or a liquid crystal display (LCD), for displaying information to a system administrator or user of the computer platform 3701. An input device 3710, including alphanumeric and other keys, is coupled to bus 3701 for communicating information and command selections to processor 3705. Another type of user input device is cursor control device 3711, such as a mouse, a trackball, or cursor direction keys for communicating direction information and command selections to processor 3704 and for controlling cursor movement on display 3709. This input device typically has two degrees of freedom in two axes, a first axis (e.g., x) and a second axis (e.g., y), that allows the device to specify positions in a plane.
An external storage device 3712 may be coupled to the computer platform 3701 via bus 3704 to provide an extra or removable storage capacity for the computer platform 3701. In an embodiment of the computer system 3700, the external removable storage device 3712 may be used to facilitate exchange of data with other computer systems.
The invention is related to the use of computer system 3700 for implementing the techniques described herein. In an embodiment, the inventive system may reside on a machine such as computer platform 3701. According to one embodiment of the invention, the techniques described herein are performed by computer system 3700 in response to processor 3705 executing one or more sequences of one or more instructions contained in the volatile memory 3706. Such instructions may be read into volatile memory 3706 from another computer-readable medium, such as persistent storage device 3708. Execution of the sequences of instructions contained in the volatile memory 3706 causes processor 3705 to perform the process steps described herein. In alternative embodiments, hard-wired circuitry may be used in place of or in combination with software instructions to implement the invention. Thus, embodiments of the invention are not limited to any specific combination of hardware circuitry and software.
The term “computer-readable medium” as used herein refers to any medium that participates in providing instructions to processor 3705 for execution. The computer-readable medium is just one example of a machine-readable medium, which may carry instructions for implementing any of the methods and/or techniques described herein. Such a medium may take many forms, including but not limited to, non-volatile media, volatile media. Non-volatile media includes, for example, optical or magnetic disks, such as storage device 3708. Volatile media includes dynamic memory, such as volatile storage 3706.
Common forms of computer-readable media include, for example, a floppy disk, a flexible disk, hard disk, magnetic tape, or any other magnetic medium, a CD-ROM, any other optical medium, punchcards, papertape, any other physical medium with patterns of holes, a RAM, a PROM, an EPROM, a FLASH-EPROM, a flash drive, a memory card, any other memory chip or cartridge as described hereinafter, or any other medium from which a computer can read.
Various forms of computer readable media may be involved in carrying one or more sequences of one or more instructions to processor 3705 for execution. For example, the instructions may initially be carried on a magnetic disk from a remote computer. Alternatively, a remote computer can load the instructions into its dynamic memory and send the instructions over a telephone line using a modem. A modem local to computer system 3700 can receive the data on the telephone line and use an infra-red transmitter to convert the data to an infra-red signal. An infra-red detector can receive the data carried in the infra-red signal and appropriate circuitry can place the data on the data bus 3704. The bus 3704 carries the data to the volatile storage 3706, from which processor 3705 retrieves and executes the instructions. The instructions received by the volatile memory 3706 may optionally be stored on persistent storage device 3708 either before or after execution by processor 3705. The instructions may also be downloaded into the computer platform 3701 via Internet using a variety of network data communication protocols well known in the art.
The computer platform 3701 also includes a communication interface, such as network interface card 3713 coupled to the data bus 3704. Communication interface 3713 provides a two-way data communication coupling to a network link 3714 that is coupled to a local network 3715. For example, communication interface 3713 may be an integrated services digital network (ISDN) card or a modem to provide a data communication connection to a corresponding type of telephone line. As another example, communication interface 3713 may be a local area network interface card (LAN NIC) to provide a data communication connection to a compatible LAN. Wireless links, such as well-known 802.11a, 802.11b, 802.11g and Bluetooth may also used for network implementation. In any such implementation, communication interface 3713 sends and receives electrical, electromagnetic or optical signals that carry digital data streams representing various types of information.
Network link 3713 typically provides data communication through one or more networks to other network resources. For example, network link 3714 may provide a connection through local network 3715 to a host computer 3716, or a network storage/server 3717. Additionally or alternatively, the network link 3713 may connect through gateway/firewall 3717 to the wide-area or global network 3718, such as an Internet. Thus, the computer platform 3701 can access network resources located anywhere on the Internet 3718, such as a remote network storage/server 3719. On the other hand, the computer platform 3701 may also be accessed by clients located anywhere on the local area network 3715 and/or the Internet 3718. The network clients 3720 and 3721 may themselves be implemented based on the computer platform similar to the platform 3701.
Local network 3715 and the Internet 3718 both use electrical, electromagnetic or optical signals that carry digital data streams. The signals through the various networks and the signals on network link 3714 and through communication interface 3713, which carry the digital data to and from computer platform 3701, are exemplary forms of carrier waves transporting the information.
Computer platform 3701 can send messages and receive data, including program code, through the variety of network(s) including Internet 3718 and LAN 3715, network link 3714 and communication interface 3713. In the Internet example, when the system 3701 acts as a network server, it might transmit a requested code or data for an application program running on client(s) 3720 and/or 3721 through Internet 3718, gateway/firewall 3717, local area network 3715 and communication interface 3713. Similarly, it may receive code from other network resources.
The received code may be executed by processor 3705 as it is received, and/or stored in persistent or volatile storage devices 3708 and 3706, respectively, or other non-volatile storage for later execution. In this manner, computer system 3701 may obtain application code in the form of a carrier wave.
It should be noted that the present invention is not limited to any specific firewall system. The inventive policy-based content processing system may be used in any of the three firewall operating modes and specifically NAT, routed and transparent.
Finally, it should be understood that processes and techniques described herein are not inherently related to any particular apparatus and may be implemented by any suitable combination of components. Further, various types of general purpose devices may be used in accordance with the teachings described herein. It may also prove advantageous to construct specialized apparatus to perform the method steps described herein. The present invention has been described in relation to particular examples, which are intended in all respects to be illustrative rather than restrictive. Those skilled in the art will appreciate that many different combinations of hardware, software, and firmware will be suitable for practicing the present invention. For example, the described software may be implemented in a wide variety of programming or scripting languages, such as Assembler, C/C++, pert, shell, PHP, Java, etc.
Moreover, other implementations of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. Various aspects and/or components of the described embodiments may be used singly or in any combination in the computerized system having tiered data migration functionality. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims and their equivalents.
This application is a continuation application of U.S. Ser. No. 14/174,970, filed Feb. 7, 2014, which is a continuation application of U.S. Ser. No. 13/727,727, filed Dec. 27, 2012 (now U.S. Pat. No. 8,688,941), which is a continuation application of U.S. Ser. No. 12/237,204, filed Sep. 24, 2008 (now U.S. Pat. No. 8,359,444). The entire disclosures of these applications are hereby incorporated by reference.
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20160306559 A1 | Oct 2016 | US |
Number | Date | Country | |
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Parent | 14174970 | Feb 2014 | US |
Child | 15198402 | US | |
Parent | 13727727 | Dec 2012 | US |
Child | 14174970 | US | |
Parent | 12237204 | Sep 2008 | US |
Child | 13727727 | US |