WO2007091263A2 - Method for estimating and reporting the life expectancy of flash-disk memory - Google Patents

Method for estimating and reporting the life expectancy of flash-disk memory Download PDF

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Publication number
WO2007091263A2
WO2007091263A2 PCT/IL2007/000173 IL2007000173W WO2007091263A2 WO 2007091263 A2 WO2007091263 A2 WO 2007091263A2 IL 2007000173 W IL2007000173 W IL 2007000173W WO 2007091263 A2 WO2007091263 A2 WO 2007091263A2
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WO
WIPO (PCT)
Prior art keywords
memory device
grade
memory
value
data
Prior art date
Application number
PCT/IL2007/000173
Other languages
French (fr)
Other versions
WO2007091263A3 (en
Inventor
Eyal Bychkov
Avraham Meir
Alon Ziegler
Itzhak Pomerantz
Original Assignee
Sandisk Il Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sandisk Il Ltd filed Critical Sandisk Il Ltd
Priority to JP2008553887A priority Critical patent/JP2009526340A/en
Priority to EP07706116A priority patent/EP1982264A2/en
Priority to CN2007800036139A priority patent/CN101529526B/en
Priority to KR1020087018661A priority patent/KR101348665B1/en
Publication of WO2007091263A2 publication Critical patent/WO2007091263A2/en
Publication of WO2007091263A3 publication Critical patent/WO2007091263A3/en

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C29/00Checking stores for correct operation ; Subsequent repair; Testing stores during standby or offline operation
    • G11C29/52Protection of memory contents; Detection of errors in memory contents
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C16/00Erasable programmable read-only memories
    • G11C16/02Erasable programmable read-only memories electrically programmable
    • G11C16/06Auxiliary circuits, e.g. for writing into memory
    • G11C16/34Determination of programming status, e.g. threshold voltage, overprogramming or underprogramming, retention
    • G11C16/349Arrangements for evaluating degradation, retention or wearout, e.g. by counting erase cycles
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C29/00Checking stores for correct operation ; Subsequent repair; Testing stores during standby or offline operation
    • G11C29/04Detection or location of defective memory elements, e.g. cell constructio details, timing of test signals
    • G11C29/08Functional testing, e.g. testing during refresh, power-on self testing [POST] or distributed testing
    • G11C29/12Built-in arrangements for testing, e.g. built-in self testing [BIST] or interconnection details
    • G11C29/38Response verification devices
    • G11C29/42Response verification devices using error correcting codes [ECC] or parity check
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C29/00Checking stores for correct operation ; Subsequent repair; Testing stores during standby or offline operation
    • G11C29/04Detection or location of defective memory elements, e.g. cell constructio details, timing of test signals
    • G11C29/50Marginal testing, e.g. race, voltage or current testing
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C16/00Erasable programmable read-only memories
    • G11C16/02Erasable programmable read-only memories electrically programmable
    • G11C16/04Erasable programmable read-only memories electrically programmable using variable threshold transistors, e.g. FAMOS
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C29/00Checking stores for correct operation ; Subsequent repair; Testing stores during standby or offline operation
    • G11C29/04Detection or location of defective memory elements, e.g. cell constructio details, timing of test signals
    • G11C2029/0409Online test
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C29/00Checking stores for correct operation ; Subsequent repair; Testing stores during standby or offline operation
    • G11C29/04Detection or location of defective memory elements, e.g. cell constructio details, timing of test signals
    • G11C29/50Marginal testing, e.g. race, voltage or current testing
    • G11C2029/5002Characteristic

Definitions

  • the present invention relates to methods for built-in detection of the deterioration of reliability in digital memory devices in general, and in removable flash-memory devices in particular.
  • Nonvolatile storage systems include a memory and a control system, which sometimes reside on the same piece of silicon. One of the tasks performed by the control system is error correction.
  • ECC Error-correction code detects occasional errors in the data, generated by the storage element's nature or the characteristics of the operating environment, fixes the error, and delivers the corrected original information upon a user's request.
  • the ECC system has a built-in limitation with regard to the number of errors that can be corrected. Upon encountering an excessive number of errors, the information cannot be repaired, and may be reported as lost, or may be sent with the errors to the user.
  • the present invention provides methods for built-in detection of the deterioration of reliability in digital memory devices in general, and in removable flash-memory devices in particular.
  • the present invention describes flash-memory devices as a typical example, but is applicable to, and intended to cover, any memory device.
  • the term "longevity parameter" is used in this application to refer to a variable of a memory device whose value changes during the life of the memory device, represents a relative deteriorated health of at least one cell of the memory device, and correlates with the device's life expectancy.
  • Such parameters include, for example: the average number of errors, the number of programming cycles, and the number of bits that flipped logic state (upon the first programming pulse of a programming operation) when the bits are written to the memory.
  • the present invention applies to both single-level-cell (SLC) flash memories and multi-level-cell (MLC) flash memories. While the subsequent discussion focuses primarily on SLC cells, it will be clear to those skilled in the art how the present invention applies to MLC cells.
  • SLC single-level-cell
  • MLC multi-level-cell
  • the terms "erasing” and “writing” are used herein to refer to setting threshold voltages of a memory cell, where erasing typically sets the voltages to correspond to one-logic states, and writing typically sets the voltages to correspond to zero-logic states for SLC cells.
  • writing and “programming” are used interchangeably herein.
  • the present invention is particularly applicable to NAND-type flash memories that are read and programmed a page at a time.
  • block is used in this application to refer to the smallest number of cells, in a memory, that can be erased in a single operation.
  • page is used in this application to refer to the smallest number of cells, in a memory, that that can be written in a single operation. Typically, there are multiple pages in a block.
  • grade is used in this application to refer to a measure of the reliability of a memory page or block based on the values of the page's or block's longevity parameters. It is noted that an erase-operation is typically performed on a block (as opposed to a page). Thus, in the context of erase-operations, the grade refers to a measure of the reliability of a block based on the block's longevity parameters.
  • initial health is used in this application to refer to a longevity parameter that represents the deviation of the grade of a page or block from some reference value. Blocks can start their “lives” with different initial healths.
  • relative deteriorated health is used in this application to refer to the deterioration of the health of a block or page from an initial health since the block was produced and tested. The health of blocks can deteriorate at different rates.
  • health cells is used in this application to refer to cells that have successfully changed logic states after a sequence of programming pulses associated with a data operation.
  • memory device is used in this application to refer to any non-volatile memory that stores data via a physical process that can result in errors.
  • memory devices include portable and stationary devices, based on semiconductor, magnetic, holographic, optical, and other physical binary-logic memory-technologies.
  • Figure 1 is a flowchart of the operational procedure for a typical write- operation of a SLC NAND-type flash-memory device.
  • a controller of the memory of a flash-memory device instructs the memory to write certain information to a page
  • the memory conducts a series of operations.
  • the data is first written to a memory buffer (Block 10).
  • the destination of the write-operation data i.e. the physical location in the memory, or "word line”
  • the programming step is divided into several short programming pulses. The first pulse is applied to program all bits that are to be programmed (Block 14).
  • the programmed bits are checked to verify that the bits have met the threshold level (this level is higher than a standard read threshold-level) (Block 16). If not all of the bits are at the correct values (Block 18), an additional programming cycle is performed (Block 20). Optionally, the additional cycle may be performed with higher voltage (Block 20). When all of the bits match the buffer values, the program cycle (i.e. write-operation) is finished (Block 22).
  • the programming cycles utilize gradually increasing levels of voltage until the end of the write-operation.
  • the difference between the first and second pulses is much higher than the subsequent pulses. In such a case, an option to increase the voltage in small steps after a few initial large increments is utilized.
  • the process of selectively writing (i.e. programming) data to a flash memory involves changing logic states of selected memory cells, typically, in a SLC implementation, from one-logic to zero-logic.
  • the process of selectively erasing data from a flash memory involves changing values of selected memory cells, typically from zero-logic to one-logic.
  • this designation is arbitrary, and would be equally implementable in the opposite designation.
  • NAND-type flash memories have one or more page buffers (i.e. memory cells with read/write capability), which receive the data before the data is programmed into the flash memory cells.
  • Page-programming methods for flash memory in which each flash memory cell contains one bit of information and erased flash memory cells have one-logic, implement the following steps:
  • the present invention includes several preferred embodiments in which the memory controller of a flash-memory device can detect symptoms of deterioration in the flash-memory device, and provide a reliable prediction of the life expectancy of the flash-memory device.
  • a longevity parameter derived from a grade, serves as a
  • the system monitors the probability of error in reading data from the flash memory. Usually, this statistic is available to the ECC of the flash-memory controller, and does not require any direct access to the flash memory itself. In some flash-memory devices, the ECC is built into the flash memory itself. In such devices, information about the number of errors is made available to the memory controller by a command.
  • the system monitors either the average or the maximum number of pulses required to change the state of a data bit during programming.
  • this number typically ranges from 4 to 25 programming pulses (depending on the type of flash memory). As the flash memory deteriorates, the number of pulses required to write the data to the flash memory increases.
  • the system monitors the number of successful changes of logic state of data bits after a given number of pulses. For example, the numbers of bits that are correctly programmed after the first pulse decreases with the deterioration of the flash memory as more bits require more than one pulse for writing.
  • a method for managing a memory device including: (a) monitoring a value of a longevity parameter of the memory device after a data operation on the memory device, the monitoring being performed by the memory device; and (b) deriving a grade of the memory device from the value.
  • the longevity parameter is a ratio of successfully-processed data to unsuccessfully-processed data.
  • the longevity parameter is a deviation in a power consumption of the memory device. Most preferably, the deviation is an average of measurements for a plurality of the operations.
  • the grade serves as a forecast of a life expectancy of the memory.
  • the operation is a programming operation, and the value is a number of programming pulses, associated with the operation, required to change logic states of at least one cell in a page of the memory device.
  • the operation is an erase operation, and the value is a number of programming pulses, associated with the operation, required to change logic states of at least one cell in a block of the memory device.
  • the operation is a prograrnming operation
  • the value is a number of healthy cells in a page of the memory device.
  • the operation is an erase operation
  • the value is a number of healthy cells in a block of the memory device.
  • the operation is selected from the group consisting of: writing data, reading data, and erasing data.
  • the grade is selected from the group consisting of: a comparison grade of a current value to a pre-determined reference value, a maximum grade of a plurality of the values stored in a monitoring device, and an average grade of the plurality of the values stored in the monitoring device.
  • the method further includes the step of: (c) storing the pre-determined reference value in the memory device upon manufacture of the memory device.
  • the step of monitoring includes accessing the memory device for the purpose of deriving the grade.
  • the method further includes the step of: (c) storing the grade in a monitoring device.
  • the monitoring device is selected from the group consisting of: the memory device, an embedded controller of the memory device, and a host system of the memory device.
  • the step of deriving is initiated by the memory device.
  • the step of deriving is initiated by a host system of the memory device.
  • the step of deriving is initiated by an embedded controller of the memory device.
  • the step of deriving is initiated by an application running on a host system.
  • the step of deriving is initiated by an operating system running on a host system.
  • a memory device for managing data including: (a) a memory; and (b) a controller operative: (i) to monitor a value of a longevity parameter after a data operation on the memory; and (ii) to derive a grade of the memory device from the value.
  • the grade serves as a forecast of a life expectancy of the memory device.
  • a system for managing data including: (a) a memory device including a memory; and (b) a processor, housed in said memory device, operative: (i) to monitor a value of a longevity parameter after a data operation on the memory; and (ii) to derive a grade of the memory device from the value.
  • the grade serves as a forecast of a life expectancy of the memory device.
  • Figure 1 is a flowchart of the operational procedure for a typical write- operation of a flash-memory device
  • Figure 2 shows a qualitative graph of the degradation of the grade of a data page (or block) of a memory device as a function of time, according to a preferred embodiment of the present invention
  • Figure 3 A is a flowchart of the operational procedure for a method for monitoring the number of errors that are discovered and fixed by a memory controller, according to a preferred embodiment of the present invention
  • Figure 3B is a flowchart of the operational procedure for a method for reporting the health of a memory device to a host system, according to a preferred embodiment of the present invention
  • Figure 4A is a simplified schematic diagram of the format of a typical data page, according to both the prior art and the present invention
  • Figure 4B is a simplified schematic diagram of the format of a data page that includes a grade of the page, according to a preferred embodiment of the present invention
  • Figure 5 is a flowchart of the operational procedure for a method for monitoring the number of pulses required for writing a page, and the number of bits that were flipped after a given number of pulses, according to a preferred embodiment of the present invention
  • Figure 6 A is a high-level block diagram of a flash-memory device coupled to a host system, according to a preferred embodiment of the present invention
  • Figure 6B is a high-level block diagram of an alternative flash-memory device coupled to a host system, according to a preferred embodiment of the present invention.
  • the present invention relates to methods for built-in detection of the deterioration of reliability in digital memory devices.
  • the principles and operation for built-in detection of the deterioration of reliability in digital memory devices, according to the present invention, may be better understood with reference to the accompanying description and the drawings.
  • Figure 2 shows a qualitative graph of the degradation of the grade of a data page (or block) of a memory device as a function of time, according to a preferred embodiment of the present invention.
  • the grade may refer to a page or a block depending on the operation.
  • Figure 2 represent the respective grades of pages or blocks of a memory device.
  • the relative deteriorated health of the page/block of curve 30 at a given time is shown as a grade difference 34 from curve 30 to line 32.
  • Figure 3 A is a flowchart of the operational procedure for a method for monitoring the number of errors that were discovered and fixed by a memory controller, according to a preferred embodiment of the present invention. Information is routinely read from the memory device, or access to the information is initiated by an application action or by an internal program running on the device's controller ⁇ e.g.
  • Block 40 an internal test or a regular maintenance procedure
  • the memory device which includes reading the raw (i.e. originally-stored) data and any stored ECC information (Block 42)
  • the information is checked for errors in the data (Block 44). While the error detection/correction is employed, errors are fixed.
  • the bits that do not match the raw data are calculated (Block 44) and repaired (Block 46).
  • the number of repaired bits per page provides the controller with a measure of the reliability of the currently-read page. In the present embodiment, the number of repaired bits per page remains in the embedded controller (i.e. the controller embedded in the memory device), and only the corrected data is transferred to the application (Block 48).
  • FIG. 4A is a simplified schematic diagram of the format of a typical data page, according to both the prior art and the present invention.
  • a page 70 typically has the ECC information, an ECC 72, stored next to the relevant data, information data 74.
  • ECC 72 is usually based on a known error detection/correction method (e.g. Reed-Salomon or BCH algorithm). Such correction algorithms can fix data to a limited level (e.g. up to four error bits per 512-byte page).
  • Figure 4B is a simplified schematic diagram of the format of a data page that includes a grade of the page, according to a preferred embodiment of the present invention.
  • a page 76 has a grade 78 stored next to ECC 72 and information data 74.
  • a typical report grade 78 is one error bit per 512-byte page.
  • grade 78 increases to a dangerous level (e.g. four error bits per 512-byte page) or exceeds a threshold
  • the application acts upon the information from grade 78 by initiating an action, even if information data 74 has been corrected. For example, the application can rewrite information data 74 to a different page, or report the deterioration, thereby enhancing the long-term reliability of information data 74.
  • FIG. 3B is a flowchart of the operational procedure for a method for reporting the health of a memory device to a host system, according to a preferred embodiment of the present invention.
  • a "page-error grade" is stored in the controller, and reported to the application in response to a read-operation (Block 54).
  • a page grade or a dynamic (e.g. worst or average) grade found in the entire memory is reported.
  • the grade read-operation includes the following steps.
  • the host system requests either a particular page grade or a device grade (Block 56).
  • the controller then reads the information from the information's stored location (e.g. memory, register, or embedded memory in the controller) (Block 58).
  • the controller performs this calculation (Block 60).
  • the requested information i.e. the grade
  • the host application sends to the host application (Block 62).
  • Figure 5 is a flowchart of the operational procedure for a method for monitoring the number of pulses required for writing a page, and the number of bits that were flipped after a given number of pulses, according to a preferred embodiment of the present invention.
  • the controller uses the number of pulses required to set all of the bits to the correct values as a measure of the page deterioration.
  • the procedure outlined in Figure 5 is similar to the procedure outlined in Figure 1.
  • the data is stored in the memory buffer (Block 80), then the physical location in the memory for the write-operation is selected (Block 82).
  • the first pulse is applied to program all bits (Block 84). After each programming pulse, the data is read, and compared with the target data in the buffer (Block 86).
  • the number or percentage of bits in the page that are not successfully flipped by the first pulse or by any subsequent programming pulse (Block 88) is recorded. This number is used as an alternative measure of the memory aging or health.
  • an additional counter is used, and is incremented after each pulse (Block 90). The counter counts the number of program pulses in the program cycle. The number of pulses required to complete the programming is used as a measure of the memory aging or health.
  • the programmed bits are checked to verify that they have met the threshold level (this level is higher than a standard read threshold- level) (Block 92). If not all of the bits are at the correct values (Block 92), an additional programming cycle is performed (Block 94). Optionally, the additional cycle may be performed with higher voltage (Block 94). When all of the bits match the buffer values, the program cycle (i.e. write-operation) is finished (Block 96). In a preferred embodiment of the present invention, the reported grade is a
  • block grade (as opposed to a "page grade”), and the information collected about the page grade from the read- and write-operations is used only to contribute information to the block grade for the specific block that contains the pages. As a result, the health is reported with a "block resolution" only.
  • the reported grade represents a deviation in power consumption (from a reference or initial power consumption, for example) of the device. Such a grade indicates the efficiency of the device in executing the data operations. For example, a device which requires multiple programming pulses in order to perform an operation will consume more power than a device that can perform the operation with fewer pulses.
  • a page that is not accessed for a given period of time, and therefore, the page's health has not been measured for a long period of time is automatically read in background so that the aging of the page can be assessed.
  • the aging of the device is evaluated by comparison of the measured health of the block/page to an original health after production (as stored in the original memory upon manufacture). This method compensates for inherent non-uniformity of the device, where some areas of the memory are produced with better health characteristics than other areas.
  • FIG. 6A is a high-level block diagram of a flash-memory device coupled to a host system, according to a preferred embodiment of the present invention.
  • Figure 6 is adapted from Figure 1 of Ban, US Patent No. 5,404,485, which patent is incorporated by reference for all purposes as if fully set forth herein (hereinafter referred to as Ban '485).
  • a flash-memory device 100 includes a flash memory 102, a controller 104, and a random-access memory (RAM) 106.
  • Controller 104 which corresponds to "flash control 14" of Ban '485, manages flash memory 102, with the help of RAM 106, as described in Ban '485 and as described in US Patent No.
  • Controller 104 also supports refreshing of the data that are stored in flash memory 102.
  • Flash- memory device 100 is shown connected to a host system 108.
  • Figure 6B is a high-level block diagram of an alternative flash-memory device coupled to a host system, according to a preferred embodiment of the present invention.
  • Host system 110 includes a processor 112 and four memory devices: a RAM 114, a boot ROM 116, a mass-storage device (e.g. hard disk) 118 and a flash memory device 120, all communicating via a common bus 122.
  • flash-memory device 120 includes flash memory 102. Unlike flash- memory device 100, flash-memory device 120 lacks its controller and RAM. Instead, processor 112 emulates controller 104 by executing a software driver (not shown) that implements the methodology of Ban '485 and Ban '425 (e.g. in the manner of the TrueFFSTM driver of msystems Ltd. of Kefar Saba, Israel), and that also implements the grade-monitoring methodology of the present invention. Flash-memory device 120 also includes a bus interface 124 to enable processor 112 to communicate with flash memory 102.
  • a software driver not shown
  • Ban '485 and Ban '425 e.g. in the manner of the TrueFFSTM driver of msystems Ltd. of Kefar Saba, Israel

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Abstract

A method for managing a memory device, a memory device so managed and a system that includes such a memory device. A value of a longevity parameter of the device is monitored after a data operation on the device in which the monitoring is performed by the device. A grade of the device is derived from the value. Preferred longevity parameters include a ratio of successfully-processed data to unsuccessfully-processed data and a deviation in a power consumption of the device. The grade serves as a forecast of a life expectancy of the memory. Preferred grades include: a comparison grade, a maximum grade, and an average grade.

Description

METHOD FOR ESTIMATING AND REPORTING THE LIFE EXPECTANCY
OF FLASH-DISK MEMORY
FIELD AND BACKGROUND OF THE INVENTION The present invention relates to methods for built-in detection of the deterioration of reliability in digital memory devices in general, and in removable flash-memory devices in particular.
Digital memory devices are often used as dependable memory devices for important data. As a result of the limited life expectancy and complexity of such equipment, digital memory devices can fail, and cause the loss of valuable data. Nonvolatile storage systems include a memory and a control system, which sometimes reside on the same piece of silicon. One of the tasks performed by the control system is error correction.
Error-correction code (ECC) detects occasional errors in the data, generated by the storage element's nature or the characteristics of the operating environment, fixes the error, and delivers the corrected original information upon a user's request. The ECC system has a built-in limitation with regard to the number of errors that can be corrected. Upon encountering an excessive number of errors, the information cannot be repaired, and may be reported as lost, or may be sent with the errors to the user.
Software applications that use memory devices assume that the information is correct until the correction system fails to repair the data. As long as the memory is still fully functional, there is no indication to the user that the memory is deteriorating and approaching failure. It should be noted that the error level is only one of several early-warning symptoms that can be used to predict the life expectancy of a memory prior to failure.
Today, users (and applications) are unaware of the state, or condition, of the stored data. Thus, users are unable to take active measures to reduce the risk of losing data. Such measures include, for example, creating a back-up of the data, migrating the data to new storage media, and rewriting problematic areas of the memory device to other areas. The current state of the art does not provide a way to report the "health" (i.e. operational-reliability performance) of a memory device. While some prior art methods record the usage of the device (i.e. the number of times the device is written to) for internal load-balancing purposes, the methods are not designed for the purpose of providing an early-warning indication to a user or application. While there is a correlation between the usage of the device and the device's remaining life expectancy, such a correlation is not absolute since there is a natural, random variability among devices (similar to the inaccuracy of predicting a person's life expectancy based on age only). Methods that attempt to monitor the health of a memory device are known in the art, but are limited to programs that run on the host system. Thus, these methods can only deal with the corrected information, after error-correction methods have been employed to correct the errors. An example of a prior art system is provided in a feature called "Disk Health" that is included in the "Norton System Doctor (NSD)" product available from Symantec Corp., Cupertino, CA (also described in Document ID: 2001082218352309, included in the NSD product manual, and found on the Norton web site, www.norton. com) . The data is read from the memory device; therefore, the host system is not exposed to the raw data before the data has been corrected. This aspect makes such prior-art methods less sensitive to early stages of deterioration in the health of the memory device.
It would be desirable to give the user of such memory devices an early- warning indication when the health of the device deteriorates and approaches a high probability of failure.
It would be further desirable to have a system, operating according to a method, which resides on a memory device, and detects and reports the actual deterioration of indicative longevity parameters on the memory device before any attempt is made to correct the data. Such a system would be of significant importance for modern multi-level flash-memory devices in which the inherent life expectancy is shorter than in traditional single-level flash-memory devices, and in which the symptoms of aging can be measured without slowing the routine operation. SUMMARY OF THE INVENTION
It is the purpose of the present invention to provide methods for built-in detection of the deterioration of reliability in digital memory devices in general, and in removable flash-memory devices in particular. The present invention describes flash-memory devices as a typical example, but is applicable to, and intended to cover, any memory device.
For the purpose of clarity, several terms which follow are specifically defined for use within the context of this application. The term "longevity parameter" is used in this application to refer to a variable of a memory device whose value changes during the life of the memory device, represents a relative deteriorated health of at least one cell of the memory device, and correlates with the device's life expectancy. Such parameters include, for example: the average number of errors, the number of programming cycles, and the number of bits that flipped logic state (upon the first programming pulse of a programming operation) when the bits are written to the memory.
The present invention applies to both single-level-cell (SLC) flash memories and multi-level-cell (MLC) flash memories. While the subsequent discussion focuses primarily on SLC cells, it will be clear to those skilled in the art how the present invention applies to MLC cells. The terms "erasing" and "writing" are used herein to refer to setting threshold voltages of a memory cell, where erasing typically sets the voltages to correspond to one-logic states, and writing typically sets the voltages to correspond to zero-logic states for SLC cells. The terms "writing" and "programming" are used interchangeably herein. The present invention is particularly applicable to NAND-type flash memories that are read and programmed a page at a time.
The term "block" is used in this application to refer to the smallest number of cells, in a memory, that can be erased in a single operation. The term "page" is used in this application to refer to the smallest number of cells, in a memory, that that can be written in a single operation. Typically, there are multiple pages in a block. The term "grade" is used in this application to refer to a measure of the reliability of a memory page or block based on the values of the page's or block's longevity parameters. It is noted that an erase-operation is typically performed on a block (as opposed to a page). Thus, in the context of erase-operations, the grade refers to a measure of the reliability of a block based on the block's longevity parameters.
The term "initial health" is used in this application to refer to a longevity parameter that represents the deviation of the grade of a page or block from some reference value. Blocks can start their "lives" with different initial healths. The term "relative deteriorated health" is used in this application to refer to the deterioration of the health of a block or page from an initial health since the block was produced and tested. The health of blocks can deteriorate at different rates. The term "healthy cells" is used in this application to refer to cells that have successfully changed logic states after a sequence of programming pulses associated with a data operation.
Furthermore, the term "memory device" is used in this application to refer to any non-volatile memory that stores data via a physical process that can result in errors. Such memory devices include portable and stationary devices, based on semiconductor, magnetic, holographic, optical, and other physical binary-logic memory-technologies.
Figure 1 is a flowchart of the operational procedure for a typical write- operation of a SLC NAND-type flash-memory device. When a controller of the memory of a flash-memory device instructs the memory to write certain information to a page, the memory conducts a series of operations. The data is first written to a memory buffer (Block 10). Then, the destination of the write-operation data (i.e. the physical location in the memory, or "word line") is selected (Block 12). The programming step is divided into several short programming pulses. The first pulse is applied to program all bits that are to be programmed (Block 14). After each programming cycle, the programmed bits are checked to verify that the bits have met the threshold level (this level is higher than a standard read threshold-level) (Block 16). If not all of the bits are at the correct values (Block 18), an additional programming cycle is performed (Block 20). Optionally, the additional cycle may be performed with higher voltage (Block 20). When all of the bits match the buffer values, the program cycle (i.e. write-operation) is finished (Block 22). Usually, the programming cycles utilize gradually increasing levels of voltage until the end of the write-operation. However, in some types of NAND-type flash- memory devices, the difference between the first and second pulses is much higher than the subsequent pulses. In such a case, an option to increase the voltage in small steps after a few initial large increments is utilized.
The process of selectively writing (i.e. programming) data to a flash memory involves changing logic states of selected memory cells, typically, in a SLC implementation, from one-logic to zero-logic. The process of selectively erasing data from a flash memory involves changing values of selected memory cells, typically from zero-logic to one-logic. However, this designation is arbitrary, and would be equally implementable in the opposite designation.
NAND-type flash memories have one or more page buffers (i.e. memory cells with read/write capability), which receive the data before the data is programmed into the flash memory cells. Page-programming methods, for flash memory in which each flash memory cell contains one bit of information and erased flash memory cells have one-logic, implement the following steps:
(1) Apply a programming voltage pulse only to flash memory cells that have zero-logic in the corresponding cells of the page buffer, where a programming voltage pulse is a single attempt to set a cell to the desired threshold voltage, typically many such pulses are required to achieve the required voltage level;
(2) Read the data programmed into the memory;
(3) Set the corresponding cells of the page buffer to one-logic for all flash memory cells that return zero-logic when read;
(4) Repeat steps 1-3 until all cells in the page buffer contain one-logic or until the number of pulses exceeds the maximum number allowed; and
(5) If the number of pulses exceeds the maximum number allowed, then return a failure status for the page-programming operation.
The present invention includes several preferred embodiments in which the memory controller of a flash-memory device can detect symptoms of deterioration in the flash-memory device, and provide a reliable prediction of the life expectancy of the flash-memory device. A longevity parameter, derived from a grade, serves as a
"forecast" of the life expectancy of the flash-memory device. A device having a poorer longevity parameter is indicative of a relatively shorter life expectancy than a device with a better longevity parameter. In a preferred embodiment, the system monitors the probability of error in reading data from the flash memory. Usually, this statistic is available to the ECC of the flash-memory controller, and does not require any direct access to the flash memory itself. In some flash-memory devices, the ECC is built into the flash memory itself. In such devices, information about the number of errors is made available to the memory controller by a command.
In another preferred embodiment, the system monitors either the average or the maximum number of pulses required to change the state of a data bit during programming. In flash-memory devices, this number typically ranges from 4 to 25 programming pulses (depending on the type of flash memory). As the flash memory deteriorates, the number of pulses required to write the data to the flash memory increases.
In another preferred embodiment, the system monitors the number of successful changes of logic state of data bits after a given number of pulses. For example, the numbers of bits that are correctly programmed after the first pulse decreases with the deterioration of the flash memory as more bits require more than one pulse for writing.
Therefore, according to the present invention, there is provided for the first time a method for managing a memory device, the method including: (a) monitoring a value of a longevity parameter of the memory device after a data operation on the memory device, the monitoring being performed by the memory device; and (b) deriving a grade of the memory device from the value.
Preferably, the longevity parameter is a ratio of successfully-processed data to unsuccessfully-processed data. Alternatively, the longevity parameter is a deviation in a power consumption of the memory device. Most preferably, the deviation is an average of measurements for a plurality of the operations.
Preferably, the grade serves as a forecast of a life expectancy of the memory.
Preferably, the operation is a programming operation, and the value is a number of programming pulses, associated with the operation, required to change logic states of at least one cell in a page of the memory device. Preferably, the operation is an erase operation, and the value is a number of programming pulses, associated with the operation, required to change logic states of at least one cell in a block of the memory device.
Preferably, the operation is a prograrnming operation, and the value is a number of healthy cells in a page of the memory device.
Preferably, the operation is an erase operation, and the value is a number of healthy cells in a block of the memory device.
Preferably, the operation is selected from the group consisting of: writing data, reading data, and erasing data. Preferably, the grade is selected from the group consisting of: a comparison grade of a current value to a pre-determined reference value, a maximum grade of a plurality of the values stored in a monitoring device, and an average grade of the plurality of the values stored in the monitoring device.
Most preferably, if the grade is a comparison of a current value to a pre- determined reference value, the method further includes the step of: (c) storing the pre-determined reference value in the memory device upon manufacture of the memory device.
Preferably, the step of monitoring includes accessing the memory device for the purpose of deriving the grade. Preferably, the method further includes the step of: (c) storing the grade in a monitoring device.
Most preferably, the monitoring device is selected from the group consisting of: the memory device, an embedded controller of the memory device, and a host system of the memory device. Preferably, the step of deriving is initiated by the memory device.
Preferably, the step of deriving is initiated by a host system of the memory device.
Preferably, the step of deriving is initiated by an embedded controller of the memory device. Preferably, the step of deriving is initiated by an application running on a host system. δ
Preferably, the step of deriving is initiated by an operating system running on a host system.
According to the present invention, there is provided for the first time a memory device for managing data, the device including: (a) a memory; and (b) a controller operative: (i) to monitor a value of a longevity parameter after a data operation on the memory; and (ii) to derive a grade of the memory device from the value.
Preferably, the grade serves as a forecast of a life expectancy of the memory device. According to the present invention, there is provided for the first time a system for managing data, the system including: (a) a memory device including a memory; and (b) a processor, housed in said memory device, operative: (i) to monitor a value of a longevity parameter after a data operation on the memory; and (ii) to derive a grade of the memory device from the value. Preferably, the grade serves as a forecast of a life expectancy of the memory device.
These and further embodiments will be apparent from the detailed description and examples that follow. BRIEF DESCRIPTION OF THE DRAWINGS The present invention is herein described, by way of example only, with reference to the accompanying drawings, wherein:
Figure 1 is a flowchart of the operational procedure for a typical write- operation of a flash-memory device;
Figure 2 shows a qualitative graph of the degradation of the grade of a data page (or block) of a memory device as a function of time, according to a preferred embodiment of the present invention;
Figure 3 A is a flowchart of the operational procedure for a method for monitoring the number of errors that are discovered and fixed by a memory controller, according to a preferred embodiment of the present invention; Figure 3B is a flowchart of the operational procedure for a method for reporting the health of a memory device to a host system, according to a preferred embodiment of the present invention; Figure 4A is a simplified schematic diagram of the format of a typical data page, according to both the prior art and the present invention; Figure 4B is a simplified schematic diagram of the format of a data page that includes a grade of the page, according to a preferred embodiment of the present invention;
Figure 5 is a flowchart of the operational procedure for a method for monitoring the number of pulses required for writing a page, and the number of bits that were flipped after a given number of pulses, according to a preferred embodiment of the present invention; Figure 6 A is a high-level block diagram of a flash-memory device coupled to a host system, according to a preferred embodiment of the present invention; Figure 6B is a high-level block diagram of an alternative flash-memory device coupled to a host system, according to a preferred embodiment of the present invention.
DESCRIPTION OF THE PREFERRED EMBODIMENTS
The present invention relates to methods for built-in detection of the deterioration of reliability in digital memory devices. The principles and operation for built-in detection of the deterioration of reliability in digital memory devices, according to the present invention, may be better understood with reference to the accompanying description and the drawings.
Referring now to the drawings, Figure 2 shows a qualitative graph of the degradation of the grade of a data page (or block) of a memory device as a function of time, according to a preferred embodiment of the present invention. As noted above, the grade may refer to a page or a block depending on the operation. The curves in
Figure 2 represent the respective grades of pages or blocks of a memory device.
Consider one such curve 30. The initial health of the page/block of curve 30 is defined as the deviation of the initial grade of curve 30 (at t=0, i.e. at production/testing of the memory) from a reference grade value, shown as a line 32. The relative deteriorated health of the page/block of curve 30 at a given time is shown as a grade difference 34 from curve 30 to line 32. Figure 3 A is a flowchart of the operational procedure for a method for monitoring the number of errors that were discovered and fixed by a memory controller, according to a preferred embodiment of the present invention. Information is routinely read from the memory device, or access to the information is initiated by an application action or by an internal program running on the device's controller {e.g. an internal test or a regular maintenance procedure) (Block 40). While information is being read from the memory device, which includes reading the raw (i.e. originally-stored) data and any stored ECC information (Block 42), the information is checked for errors in the data (Block 44). While the error detection/correction is employed, errors are fixed. The bits that do not match the raw data are calculated (Block 44) and repaired (Block 46). The number of repaired bits per page provides the controller with a measure of the reliability of the currently-read page. In the present embodiment, the number of repaired bits per page remains in the embedded controller (i.e. the controller embedded in the memory device), and only the corrected data is transferred to the application (Block 48). Optionally, in some ECC algorithms, the repaired data is rewritten by the controller to the memory (Block 50). Furthermore, the controller also optionally stores the number of error bits as the measure of reliability of the page, known as the grade, to the memory (Block 52). Figure 4A is a simplified schematic diagram of the format of a typical data page, according to both the prior art and the present invention. A page 70 typically has the ECC information, an ECC 72, stored next to the relevant data, information data 74. ECC 72 is usually based on a known error detection/correction method (e.g. Reed-Salomon or BCH algorithm). Such correction algorithms can fix data to a limited level (e.g. up to four error bits per 512-byte page).
Figure 4B is a simplified schematic diagram of the format of a data page that includes a grade of the page, according to a preferred embodiment of the present invention. A page 76 has a grade 78 stored next to ECC 72 and information data 74. A typical report grade 78 is one error bit per 512-byte page. When grade 78 increases to a dangerous level (e.g. four error bits per 512-byte page) or exceeds a threshold, the application acts upon the information from grade 78 by initiating an action, even if information data 74 has been corrected. For example, the application can rewrite information data 74 to a different page, or report the deterioration, thereby enhancing the long-term reliability of information data 74.
Alternatively, a different type of grade reporting can be employed. Figure 3B is a flowchart of the operational procedure for a method for reporting the health of a memory device to a host system, according to a preferred embodiment of the present invention. In the present embodiment, a "page-error grade" is stored in the controller, and reported to the application in response to a read-operation (Block 54). In response to a direct request from the application (Block 54), either a page grade or a dynamic (e.g. worst or average) grade found in the entire memory is reported. In the case of a dynamic grade representing a worst grade, this grade is updated each time the data is read if the number of errors exceeds the currently-stored grade, so that the grade shows the maximum number of errors detected for the page or for the entire memory device. In the case of a dynamic grade representing an average grade, this grade is updated each time the data is read. The grade read-operation (Block 54) includes the following steps. The host system requests either a particular page grade or a device grade (Block 56). The controller then reads the information from the information's stored location (e.g. memory, register, or embedded memory in the controller) (Block 58).
Optionally, if the action requires calculation of a grade based on the stored grade (e.g. an average or maximum of all pages based on the pages' individual grades), the controller performs this calculation (Block 60). The requested information (i.e. the grade) is then sent to the host application (Block 62).
Figure 5 is a flowchart of the operational procedure for a method for monitoring the number of pulses required for writing a page, and the number of bits that were flipped after a given number of pulses, according to a preferred embodiment of the present invention. In the present embodiment, the controller uses the number of pulses required to set all of the bits to the correct values as a measure of the page deterioration. The procedure outlined in Figure 5 is similar to the procedure outlined in Figure 1. The data is stored in the memory buffer (Block 80), then the physical location in the memory for the write-operation is selected (Block 82). The first pulse is applied to program all bits (Block 84). After each programming pulse, the data is read, and compared with the target data in the buffer (Block 86). In a preferred embodiment, the number or percentage of bits in the page that are not successfully flipped by the first pulse or by any subsequent programming pulse (Block 88) is recorded. This number is used as an alternative measure of the memory aging or health. In another preferred embodiment, alternatively or additionally to the step of Block 88, an additional counter is used, and is incremented after each pulse (Block 90). The counter counts the number of program pulses in the program cycle. The number of pulses required to complete the programming is used as a measure of the memory aging or health.
After each programming cycle, the programmed bits are checked to verify that they have met the threshold level (this level is higher than a standard read threshold- level) (Block 92). If not all of the bits are at the correct values (Block 92), an additional programming cycle is performed (Block 94). Optionally, the additional cycle may be performed with higher voltage (Block 94). When all of the bits match the buffer values, the program cycle (i.e. write-operation) is finished (Block 96). In a preferred embodiment of the present invention, the reported grade is a
"block grade" (as opposed to a "page grade"), and the information collected about the page grade from the read- and write-operations is used only to contribute information to the block grade for the specific block that contains the pages. As a result, the health is reported with a "block resolution" only. La a preferred embodiment of the present invention, the reported grade represents a deviation in power consumption (from a reference or initial power consumption, for example) of the device. Such a grade indicates the efficiency of the device in executing the data operations. For example, a device which requires multiple programming pulses in order to perform an operation will consume more power than a device that can perform the operation with fewer pulses.
In a preferred embodiment of the present invention, a page that is not accessed for a given period of time, and therefore, the page's health has not been measured for a long period of time, is automatically read in background so that the aging of the page can be assessed. hi another preferred embodiment of the present invention, the aging of the device is evaluated by comparison of the measured health of the block/page to an original health after production (as stored in the original memory upon manufacture). This method compensates for inherent non-uniformity of the device, where some areas of the memory are produced with better health characteristics than other areas.
Figure 6A is a high-level block diagram of a flash-memory device coupled to a host system, according to a preferred embodiment of the present invention. Figure 6 is adapted from Figure 1 of Ban, US Patent No. 5,404,485, which patent is incorporated by reference for all purposes as if fully set forth herein (hereinafter referred to as Ban '485). A flash-memory device 100 includes a flash memory 102, a controller 104, and a random-access memory (RAM) 106. Controller 104, which corresponds to "flash control 14" of Ban '485, manages flash memory 102, with the help of RAM 106, as described in Ban '485 and as described in US Patent No. 5,937,425, also to Ban, and hereinafter referred to as Ban '425, which patent also is incorporated by reference for all purposes as if fully set forth herein. Controller 104 also supports refreshing of the data that are stored in flash memory 102. Flash- memory device 100 is shown connected to a host system 108. Figure 6B is a high-level block diagram of an alternative flash-memory device coupled to a host system, according to a preferred embodiment of the present invention. Host system 110 includes a processor 112 and four memory devices: a RAM 114, a boot ROM 116, a mass-storage device (e.g. hard disk) 118 and a flash memory device 120, all communicating via a common bus 122. Like flash-memory device 100, flash-memory device 120 includes flash memory 102. Unlike flash- memory device 100, flash-memory device 120 lacks its controller and RAM. Instead, processor 112 emulates controller 104 by executing a software driver (not shown) that implements the methodology of Ban '485 and Ban '425 (e.g. in the manner of the TrueFFS™ driver of msystems Ltd. of Kefar Saba, Israel), and that also implements the grade-monitoring methodology of the present invention. Flash-memory device 120 also includes a bus interface 124 to enable processor 112 to communicate with flash memory 102.
While the invention has been described with respect to a limited number of embodiments, it will be appreciated that many variations, modifications, and other applications of the invention may be made.

Claims

WHAT IS CLAIMED IS:
1. A method for managing a memory device, the method comprising the steps of:
(a) monitoring a value of a longevity parameter of the memory device after a data operation on the memory device, said monitoring being performed by the memory device; and
(b) deriving a grade of the memory device from said value.
2. The method of claim 1, wherein said longevity parameter is a ratio of successfully-processed data to unsuccessfully-processed data.
3. The method of claim 1, wherein said longevity parameter is a deviation in a power consumption of the memory device.
4. The method of claim 3, wherein said deviation is an average of measurements for a plurality of said operations.
5. The method of claim 1, wherein said grade serves as a forecast of a life expectancy of said memory.
6. The method of claim 1, wherein said operation is a programming operation, and wherein said value is a number of programming pulses, associated with said operation, required to change logic states of at least one cell in a page of the memory device.
7. The method of claim 1, wherein said operation is an erase operation, and wherein said value is a number of programming pulses, associated with said operation, required to change logic states of at least one cell in a block of the memory device.
8. The method of claim I5 wherein said operation is a programming operation, and wherein said value is a number of healthy cells in a page of the memory device.
9. The method of claim 1, wherein said operation is an erase operation, and wherein said value is a number of healthy cells in a block of the memory device.
10. The method of claim I5 wherein said operation is selected from the group consisting of: writing data, reading data, and erasing data.
11. The method of claim I5 wherein said grade is selected from the group consisting of: a comparison grade of a current said value to a pre-determined reference said value, a maximum grade of a plurality of said values stored in a monitoring device, and an average grade of said plurality of said values stored in said monitoring device.
12. The method of claim H5 wherein said grade is said comparison grade of said current value to said pre-determined reference value, the method further comprising the step of:
(c) storing said pre-determined reference value in the memory device upon manufacture of the memory device.
13. The method of claim 1, wherein said step of monitoring includes accessing the memory device for the purpose of deriving said grade.
14. The method of claim 1, the method further comprising the step of: (c) storing said grade in a monitoring device.
15. The method of claim 14, wherein said monitoring device is selected from the group consisting of: the memory device, an embedded controller of the memory device, and a host system of the memory device.
16. The method of claim 1, wherein said step of deriving is initiated by the memory device.
17. The method of claim 1, wherein said step of deriving is initiated by a host system of the memory device.
18. The method of claim 1, wherein said step of deriving is initiated by an embedded controller of the memory device.
19. The method of claim I5 wherein said step of deriving is initiated by an application running on a host system.
20. The method of claim 1, wherein said step of deriving is initiated by an operating system running on a host system.
21. A memory device for managing data, the device comprising:
(a) a memory; and
(b) a controller operative:
(i) to monitor a value of a longevity parameter after a data operation on said memory; and
(ii) to derive a grade of the memory device from said value.
22. The memory device of claim 21, wherein said grade serves as a forecast of a life expectancy of the memory device.
23. A system for managing data, the system comprising:
(a) a memory device including a memory; and
(b) a processor, housed in said memory device, operative:
(i) to monitor a value of a longevity parameter after a data operation on said memory; and
(ii) to derive a grade of said memory device from said value.
24. The system of claim 23, wherein said grade serves as a forecast of a life expectancy of said memory device.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104464809A (en) * 2014-11-05 2015-03-25 武汉新芯集成电路制造有限公司 Method for prolonging service life of flash memory

Families Citing this family (70)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7702935B2 (en) * 2006-01-25 2010-04-20 Apple Inc. Reporting flash memory operating voltages
US7861122B2 (en) * 2006-01-27 2010-12-28 Apple Inc. Monitoring health of non-volatile memory
JP4487978B2 (en) * 2006-06-28 2010-06-23 セイコーエプソン株式会社 Semiconductor memory device management system, program, and semiconductor memory device management method
US7616508B1 (en) * 2006-08-10 2009-11-10 Actel Corporation Flash-based FPGA with secure reprogramming
JP4575346B2 (en) * 2006-11-30 2010-11-04 株式会社東芝 Memory system
US20080288712A1 (en) * 2007-04-25 2008-11-20 Cornwell Michael J Accessing metadata with an external host
US7913032B1 (en) 2007-04-25 2011-03-22 Apple Inc. Initiating memory wear leveling
US7765426B2 (en) 2007-06-07 2010-07-27 Micron Technology, Inc. Emerging bad block detection
TWI362044B (en) 2007-11-09 2012-04-11 Transcend Information Inc Storage apparatus and method for accessing data and for managing memory block
US7903486B2 (en) * 2007-11-19 2011-03-08 Sandforce, Inc. System, method, and computer program product for increasing a lifetime of a plurality of blocks of memory
US20090161243A1 (en) * 2007-12-21 2009-06-25 Ratnesh Sharma Monitoring Disk Drives To Predict Failure
TWI381391B (en) * 2008-08-05 2013-01-01 Transcend Information Inc Storage device with self-condition inspection and inspecting method thereof
CN101685675B (en) * 2008-09-26 2014-01-15 美光科技公司 Operation of memory unit
US7996725B2 (en) * 2008-11-14 2011-08-09 Nokia Corporation Providing protection for a memory device
US8205060B2 (en) * 2008-12-16 2012-06-19 Sandisk Il Ltd. Discardable files
US8849856B2 (en) * 2008-12-16 2014-09-30 Sandisk Il Ltd. Discardable files
US20100153474A1 (en) * 2008-12-16 2010-06-17 Sandisk Il Ltd. Discardable files
US9020993B2 (en) 2008-12-16 2015-04-28 Sandisk Il Ltd. Download management of discardable files
US9015209B2 (en) 2008-12-16 2015-04-21 Sandisk Il Ltd. Download management of discardable files
US9104686B2 (en) 2008-12-16 2015-08-11 Sandisk Technologies Inc. System and method for host management of discardable objects
US8375192B2 (en) * 2008-12-16 2013-02-12 Sandisk Il Ltd. Discardable files
JP5544712B2 (en) * 2008-12-26 2014-07-09 富士通株式会社 Memory lifetime detection apparatus and method
US20100235473A1 (en) * 2009-03-10 2010-09-16 Sandisk Il Ltd. System and method of embedding second content in first content
US8380946B2 (en) * 2009-04-08 2013-02-19 International Business Machines Corporation System, method, and computer program product for estimating when a reliable life of a memory device having finite endurance and/or retention, or portion thereof, will be expended
US8555141B2 (en) * 2009-06-04 2013-10-08 Lsi Corporation Flash memory organization
US8245112B2 (en) * 2009-06-04 2012-08-14 Lsi Corporation Flash memory organization
US8166258B2 (en) * 2009-07-24 2012-04-24 Lsi Corporation Skip operations for solid state disks
US8286004B2 (en) * 2009-10-09 2012-10-09 Lsi Corporation Saving encryption keys in one-time programmable memory
US7975193B2 (en) * 2009-06-01 2011-07-05 Lsi Corporation Solid state storage end of life prediction with correction history
US8296480B2 (en) * 2009-11-30 2012-10-23 Lsi Corporation Context execution in a media controller architecture
US8321639B2 (en) * 2009-12-30 2012-11-27 Lsi Corporation Command tracking for direct access block storage devices
US8219776B2 (en) 2009-09-23 2012-07-10 Lsi Corporation Logical-to-physical address translation for solid state disks
US20100306451A1 (en) * 2009-06-01 2010-12-02 Joshua Johnson Architecture for nand flash constraint enforcement
US8755229B1 (en) 2009-06-23 2014-06-17 Micron Technology, Inc. Limiting flash memory over programming
US8321727B2 (en) * 2009-06-29 2012-11-27 Sandisk Technologies Inc. System and method responsive to a rate of change of a performance parameter of a memory
US8400854B2 (en) * 2009-09-11 2013-03-19 Sandisk Technologies Inc. Identifying at-risk data in non-volatile storage
US8640005B2 (en) * 2010-05-21 2014-01-28 Intel Corporation Method and apparatus for using cache memory in a system that supports a low power state
JP2012027964A (en) * 2010-07-20 2012-02-09 Panasonic Corp Memory device and cpu control method
US8549229B2 (en) 2010-08-19 2013-10-01 Sandisk Il Ltd. Systems and methods for managing an upload of files in a shared cache storage system
US8463802B2 (en) 2010-08-19 2013-06-11 Sandisk Il Ltd. Card-based management of discardable files
US8422303B2 (en) * 2010-12-22 2013-04-16 HGST Netherlands B.V. Early degradation detection in flash memory using test cells
JP5604313B2 (en) * 2011-01-12 2014-10-08 株式会社メガチップス Memory access control device
US8788849B2 (en) 2011-02-28 2014-07-22 Sandisk Technologies Inc. Method and apparatus for protecting cached streams
US8560922B2 (en) 2011-03-04 2013-10-15 International Business Machines Corporation Bad block management for flash memory
CN102163165B (en) * 2011-05-26 2012-11-14 忆正存储技术(武汉)有限公司 Error estimation module and estimation method thereof for flash memory
US10359949B2 (en) * 2011-10-31 2019-07-23 Apple Inc. Systems and methods for obtaining and using nonvolatile memory health information
US9146855B2 (en) 2012-01-09 2015-09-29 Dell Products Lp Systems and methods for tracking and managing non-volatile memory wear
CN103325424A (en) * 2012-03-23 2013-09-25 绿智慧流科技公司 Method for evaluating lifetime of flash memory
DE102012024772A1 (en) * 2012-12-18 2014-06-18 Giesecke & Devrient Gmbh Method for operating a subscriber identification module and such a subscriber identification module
US20140188405A1 (en) 2012-12-28 2014-07-03 International Business Machines Corporation Predicting a time of failure of a device
US10083069B2 (en) 2013-06-27 2018-09-25 Sandisk Technologies Llc Word line defect detection and handling for a data storage device
CN103577337B (en) * 2013-11-05 2017-02-22 华为技术有限公司 Space allocation method and device for storage system
US9305663B2 (en) * 2013-12-20 2016-04-05 Netapp, Inc. Techniques for assessing pass/fail status of non-volatile memory
CN103713857B (en) * 2013-12-24 2017-06-27 华为技术有限公司 The method and storage device of data storage
KR20150112075A (en) * 2014-03-26 2015-10-07 삼성전자주식회사 Storage device and operating method of storage device
KR102291507B1 (en) 2014-05-20 2021-08-20 삼성전자주식회사 Operating method of memory controller
US10235056B2 (en) 2014-09-26 2019-03-19 Western Digital Technologies, Inc. Storage device health diagnosis
US9798475B2 (en) 2015-03-11 2017-10-24 Toshiba Memory Corporation Memory system and method of controlling nonvolatile memory
CN106297898A (en) * 2015-06-03 2017-01-04 杭州海康威视数字技术股份有限公司 The life-span method for early warning of a kind of NAND flash storage and device
US20170068467A1 (en) * 2015-09-04 2017-03-09 HGST Netherlands B.V. Wear management for flash memory devices
CN106779008A (en) * 2015-11-23 2017-05-31 杭州海康威视数字技术股份有限公司 SD card, video camera and SD card reliability early warning system
CN107346668B (en) * 2017-07-12 2020-08-21 武汉新芯集成电路制造有限公司 Durability test method
US11016693B2 (en) 2018-06-21 2021-05-25 International Business Machines Corporation Block health estimation for wear leveling in non-volatile memories
WO2021040810A1 (en) * 2019-08-23 2021-03-04 Futurewei Technologies, Inc. Device lifetime prediction
CN111240887A (en) * 2020-01-07 2020-06-05 苏州大学 Error page identification method based on three-dimensional flash memory storage structure
CN115298652A (en) * 2020-04-30 2022-11-04 北京嘀嘀无限科技发展有限公司 System and method for storage medium health assessment
CN112379832B (en) * 2020-11-05 2023-04-25 杭州海康威视数字技术股份有限公司 Storage medium detection method and device
JP2023079292A (en) * 2021-11-29 2023-06-08 ラピステクノロジー株式会社 Semiconductor storage device, data writing method, and manufacturing method of semiconductor storage device
KR102689776B1 (en) * 2022-02-14 2024-07-29 백석대학교산학협력단 A method for predicting life of flash memory-based storage using gradient descent and the system thereof
CN116737515B (en) * 2023-05-10 2024-02-23 珠海妙存科技有限公司 Flash memory parameter visualization method, system and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5537357A (en) * 1994-06-27 1996-07-16 Intel Corporation Method for preconditioning a nonvolatile memory array
US5959891A (en) * 1996-08-16 1999-09-28 Altera Corporation Evaluation of memory cell characteristics
US6119245A (en) * 1997-08-06 2000-09-12 Oki Electric Industry Co., Ltd. Semiconductor storage device and method of controlling it
US6948102B2 (en) * 2002-04-29 2005-09-20 International Business Machines Corporation Predictive failure analysis for storage networks
US20060236165A1 (en) * 2005-03-21 2006-10-19 Cepulis Darren J Managing memory health

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5404485A (en) 1993-03-08 1995-04-04 M-Systems Flash Disk Pioneers Ltd. Flash file system
GB2300946B (en) * 1995-05-17 1999-10-20 Altera Corp Tri-statable input/output circuitry for programmable logic
US7036068B2 (en) * 2001-07-25 2006-04-25 Hewlett-Packard Development Company, L.P. Error correction coding and decoding in a solid-state storage device
US20040088614A1 (en) * 2002-11-01 2004-05-06 Ting-Chin Wu Management system for defective memory
KR100468616B1 (en) * 2004-03-02 2005-01-31 주식회사 하이스마텍 System and method for extending the lifetime of a nonvolatile memory
US7277336B2 (en) * 2004-12-28 2007-10-02 Sandisk 3D Llc Method and apparatus for improving yield in semiconductor devices by guaranteeing health of redundancy information
EP2998894B1 (en) * 2005-07-11 2021-09-08 Brooks Automation, Inc. Intelligent condition monitoring and fault diagnostic system
US7831783B2 (en) * 2005-12-22 2010-11-09 Honeywell International Inc. Effective wear-leveling and concurrent reclamation method for embedded linear flash file systems
US7861122B2 (en) * 2006-01-27 2010-12-28 Apple Inc. Monitoring health of non-volatile memory

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5537357A (en) * 1994-06-27 1996-07-16 Intel Corporation Method for preconditioning a nonvolatile memory array
US5959891A (en) * 1996-08-16 1999-09-28 Altera Corporation Evaluation of memory cell characteristics
US6119245A (en) * 1997-08-06 2000-09-12 Oki Electric Industry Co., Ltd. Semiconductor storage device and method of controlling it
US6948102B2 (en) * 2002-04-29 2005-09-20 International Business Machines Corporation Predictive failure analysis for storage networks
US20060236165A1 (en) * 2005-03-21 2006-10-19 Cepulis Darren J Managing memory health

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104464809A (en) * 2014-11-05 2015-03-25 武汉新芯集成电路制造有限公司 Method for prolonging service life of flash memory

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