SSD Controller Power-Off Duration Estimation

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Solution Overview

Problem

Solid-state drives (SSDs) experience increased memory latency and data loss after a prolonged shutdown, especially when powered off for an extended duration or at high temperatures, leading to reduced host performance during data recovery and block refresh processes.

Innovation Solution

A storage device with a controller that measures the error rate of memory blocks, estimates the duration of power-off time, and adjusts the read level accordingly to facilitate rapid read recovery and reduced block refresh time, thereby improving host performance.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Use of energy by stationary object

If the storage device is powered off for an extended duration, then energy consumption is reduced, but memory latency increases and data loss occurs

Engineering Contradiction:
Improveenergy consumptionVSAvoiddata retention
Core Design Contradiction:
Use of energy by stationary objectVSReliability

Solution Approach 1:

The controller performs preliminary actions by measuring error rates and estimating power-off duration before data recovery is needed. This allows the system to pre-adjust read levels and prepare recovery parameters, reducing the impact of extended power-off periods on data integrity without requiring continuous power consumption for maintenance operations.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system implements feedback mechanisms where the controller continuously monitors error rates in memory blocks and uses this information to estimate how long the device has been powered off. This feedback loop enables dynamic adjustment of read levels and recovery strategies, maintaining data reliability while allowing extended power-off periods.

Inventive Principle:
Principle #23Feedback

2Use of energy by stationary object

If the storage device is powered off for an extended duration, then power savings are achieved, but read recovery time increases

Engineering Contradiction:
Improvepower consumptionVSAvoidread recovery time
Core Design Contradiction:
Use of energy by stationary objectVSLoss of time

Solution Approach 1:

The controller performs preliminary estimation of power-off duration and measurement of error rates before initiating full data recovery. This preliminary action allows the system to pre-calculate optimal read levels and recovery parameters, significantly reducing the actual read recovery time when power is restored without requiring continuous power consumption during the power-off period.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The storage device performs self-diagnosis and self-adjustment by automatically measuring error rates and estimating power-off duration without external intervention. This self-service capability enables the system to autonomously optimize recovery parameters and reduce read recovery time while maintaining power savings during extended shutdowns.

Inventive Principle:
Principle #25Self-service

3Device complexity

If the read level is not adjusted for power-off duration, then device complexity is reduced, but data loss increases

Engineering Contradiction:
Improvecontrol mechanism complexityVSAvoiddata loss
Core Design Contradiction:
Device complexityVSLoss of information

Solution Approach 1:

The controller performs self-measurement of error rates and self-estimation of power-off duration without requiring external monitoring or complex control systems. This self-service approach enables the device to automatically adjust read levels and prevent data loss while maintaining relatively simple control architecture, as the controller uses its own internal resources to diagnose and compensate for power-off effects.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The system uses feedback from error rate measurements and power-off duration estimation to dynamically adjust read levels. This feedback mechanism allows the controller to compensate for data degradation caused by extended power-off periods, preventing data loss while maintaining manageable complexity through algorithmic adjustments rather than hardware additions.

Inventive Principle:
Principle #23Feedback

4Reliability

If block refresh operations are performed frequently, then data reliability is maintained, but computation costs and time increase

Engineering Contradiction:
Improvedata integrityVSAvoidcomputation efficiency
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The controller uses feedback from error rate measurements to determine when block refresh operations are actually needed. By continuously monitoring error rates and estimating power-off duration, the system can intelligently trigger refresh operations only when necessary, maintaining data integrity while avoiding unnecessary computation and improving overall productivity.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system dynamically adjusts the frequency and timing of block refresh operations based on real-time error rate measurements and power-off duration estimation. This dynamic approach allows the controller to optimize between data reliability and computation efficiency, performing refresh operations only when conditions require them rather than following a fixed schedule.

Inventive Principle:
Principle #15Dynamics

Data Source

PatentUS12086018B2Data retention management after power off
Publication Date: 2024.09.10 SANDISK TECHNOLOGIES LLC
  • US12086018B2 patent drawing
  • US12086018B2 patent drawing
  • US12086018B2 patent drawing

AI summary

Aspects of the disclosure are directed to a storage device including a memory and a controller. In some examples, the controller is configured to measure an error rate of one or more blocks of the memory. In some examples, the controller is further configured to estimate, based at least in part on the error rate, a time shift indicative of a duration of time for which the storage device was powered off. In some examples, the controller is further configured to set a read level for multiple blocks of the memory, wherein the read level is determined based at least in part on the time shift.