Systems, methods and apparatus of intelligent wear-leveling with reduced write-amplification for data storage devices configured on autonomous vehicles. For example, a data storage device of a vehicle includes: storage media components; a controller configured to store data into and retrieve data from the storage media components according to commands received in the data storage device; an address map configured to map between: logical addresses specified in the commands received in the data storage device, and physical addresses of memory cells in the storage media components; and an artificial neural network configured to receive, as input and as a function of time, operating parameters indicative a data access pattern, and generate, based on the input, a prediction to determine an optimized operation for wear leveling among memory cells in the data storage device. The controller is configured to perform the optimized operation for wear leveling based on the prediction.

A method includes determining a health characteristic value of a block of memory cells, determining a difference between the health characteristic value and a health threshold, determining, based on the difference, a weight to associate with a block of memory cells, selecting, based on the weight, a block of memory cells for a media management operation; and performing a media management operation on the selected block of memory cells.

Methods, systems, and devices for adaptive user defined health indications are described. A host device may be configured to dynamically indicate adaptive health flags for monitoring health and wear information for a memory device. The host device may indicate, to a memory device, a first index. The first index may correspond to a first level of wear of a set of multiple indexed levels of wear for the memory device. The memory device may determine that a metric of the memory device satisfies the first level of wear and indicate, to the host device, that the first level of wear is satisfied. The host device may receive the indication that the first level of wear is satisfied and indicate, to the memory device, a second level of wear of the set of indexed levels of wear that is different than the first level of wear.

A memory sub-system performs a first media management operation among a plurality of individual data units of a memory device after a first interval, the first media management operation comprising a first algebraic mapping function, and performs a second media management operation among a first plurality of groups of data units of the memory device after a second interval, wherein a first group of the first plurality of groups comprises the plurality of individual data units, the second media management operation comprising a second algebraic mapping function.

A method includes determining that a ratio of valid data portions to a total quantity of data portions of a block of memory cells is greater than or less than a valid data portion threshold and determining that health characteristics for the valid data portions of the block of memory cells are greater than or less than a valid data health characteristic threshold. The method further includes performing a first media management operation on the block of memory cells in response to determining that the ratio of valid data portions to the total quantity of data portions is greater than the valid data portion threshold and performing a second media management operation on at least a portion of the block of memory cells in response to determining that the ratio of valid data portions to the total quantity of data portions is less than the valid data portion threshold and the health characteristics for the valid data portions are greater than the valid data health characteristic threshold.

Embodiments include methods, systems, devices, instructions, and media for limiting hot-cold swap wear leveling in memory devices. In one embodiment, wear metric values are stored and monitored using multiple wear leveling criteria. The multiple wear leveling criteria include a hot-cold swap wear leveling criteria, which may make use of a write count offset value. Based on a first wear metric value of a first management group and a second wear metric value of a second management group, the first management group and the second management group are selected for a wear leveling swap operation. The wear leveling swap operation is performed with a whole management group read operation of the first management group to read a set of data, and a whole management group write operation to write the set of data to the second management group.

A system is disclosed. The system may include a processor and a memory connected to the processor. A first storage device may be connected to the processor. The first storage device may include a first storage portion, which may include a memory page. The first storage portion may extend the memory. A second storage device may also be connected to the processor. The second storage device may also include a second storage portion. The second storage portion may also extend the memory. A load balancing daemon may migrate the memory page from the first storage portion of the first storage device to the second storage portion of the second storage device based at least in part on a first update count of the first storage device and a second update count of the second storage device.

An apparatus can include a block program erase count (PEC) component. The block PEC component can monitor a quantity of program erase counts (PECs) for each particular type of block of a non-volatile memory array. The block PEC component can further determine which block of the superblock to write host data to next based on the quantity of PECs. The block PEC component can further write host data to the determined block.

A method performed by a processor to improve wear-leveling in a cross-point (X3D) memory, comprises detecting, by a processor coupled to the X3D memory, a trigger event, wherein the X3D memory comprises a first section of memory units and a second section of memory units, and in response to detecting the trigger event, relocating, by the processor, data stored in a first memory unit of the first section of memory units to a memory unit adjacent to a last memory unit of the first section of memory units, and relocating, by the processor, data stored in a first memory unit of the second section of memory units to a memory unit adjacent to a last memory unit of the second section of memory units.

An example method includes maintaining a first data structure comprising logical address to physical address mappings for managed units corresponding to a memory, and maintaining a second data structure whose entries correspond to respective physical managed unit addresses. Each entry of the second data structure comprises an activity counter field corresponding to the respective physical managed unit address and a number of additional fields indicating whether the respective physical managed unit address is in one or more of a number of additional data structures. The one or more additional data structures are accessed in association with performing at least one of a wear leveling operation on the respective physical managed unit address, and a neighbor disturb mitigation operation on physical managed unit addresses corresponding to neighbors of the respective physical managed unit address.