Methods, apparatus, and processor-readable storage media for device component management using deep learning techniques are provided herein. An example computer-implemented method includes obtaining telemetry data from one or more enterprise devices; determining, for each of the one or more enterprise devices, values for multiple device attributes by processing the obtained telemetry data; generating, for each of the one or more enterprise devices, at least one prediction related to lifecycle information of at least one device component by processing the determined attribute values using one or more deep learning techniques; and performing one or more automated actions based at least in part on the at least one generated prediction.

A master profile may be created defining a plurality of values for a plurality of storage system parameters. The master profile may be stored and applied to a plurality of storage systems. In some embodiments, one or more values defined in the master profile may be changed and the resulting plurality of parameter values stored in a new master profile. Current values of storage system parameters may be monitored, for example, determined according to a predefined schedule or in response to user input, and the current values may be compared against the values defined in the master profiles. The results of these comparisons may be recorded as part of compliance information that indicates the extent of compliance of the parameter values of a storage system with the master profile parameter values. The compliance information may be included as part of a compliance report, notification or some other communication.

The role of a node component of a distributed application may be changed without the need to terminate a current OS process implementing the node component. A first component on a first node of a distributed file server may be designated as a control path master and configured to execute a first group of services defined for the control path master as part of a first OS process. One or more other components on one or more other nodes of the distributed file server may be designated as a control path agent and configured to execute a second group of services defined for the control path agent as part of a respective second OS process. The control path master may be changed to a control path agent, and a control path agent may be changed to a control path master, without having to reboot the control path component in question.

In one or more embodiments, one or more systems, one or more methods, and/or one or more processes may boot an operating system; after booting the operating system, determine that a solid state drive has been hot added to a Peripheral Component Interconnect Express (PCIe) port; suppress discovery of the solid state drive by the operating system; determine a policy associated with the solid state drive; determine that a current configuration associated with the solid state drive does not match a configuration associated with the policy associated with the solid state drive; determine that the configuration associated with the policy can be applied to the solid state drive; apply the configuration associated with the policy to the solid state drive without utilizing the operating system; and inform the operating system that the solid state drive has been communicatively coupled to at least one processor via a PCIe root complex.

A memory system includes a nonvolatile memory having a plurality of nonvolatile memory chips incorporated therein, a control circuit that controls the nonvolatile memory, an MPU that controls the control circuit, and an interface circuit that communicates with a host, all of which are mounted on a board of the memory system, and the memory system further includes a bus switch that switches connection of a signal line between the control circuit and the nonvolatile memory chips.

Technologies for dynamic accelerator selection include a compute sled. The compute sled includes a network interface controller to communicate with a remote accelerator of an accelerator sled over a network, where the network interface controller includes a local accelerator and a compute engine. The compute engine is to obtain network telemetry data indicative of a level of bandwidth saturation of the network. The compute engine is also to determine whether to accelerate a function managed by the compute sled. The compute engine is further to determine, in response to a determination to accelerate the function, whether to offload the function to the remote accelerator of the accelerator sled based on the telemetry data. Also the compute engine is to assign, in response a determination not to offload the function to the remote accelerator, the function to the local accelerator of the network interface controller.

Systems and methods for entering and storing data. User input defining a data set is received. A data collection construct including a data entry user interface for inputting data in the data set is defined using the user input. A data storage construct including queries for retrieving the data is automatically defined based on the user input. Additional user input indicating modifications to the data set is received. The data collection construct, the data storage construct, and the queries are automatically updated based on the additional user input indicating modifications to the data set.

A method for efficient reads by reconstruction may determining an expected read latency for reading data from a primary read location of a plurality of storage devices, determining an expected reconstruction latency for reconstructing the data using reconstruction data, wherein portions of the reconstruction data are stored at a plurality of alternative read locations of the plurality of storage devices, reading the portions of the reconstruction data from the plurality of alternative read locations of the plurality of storage devices, and reconstructing the data stored at the primary read location using the reconstruction data, wherein the expected reconstruction latency is lower than the expected read latency.

A memory system includes a nonvolatile memory having a plurality of nonvolatile memory chips incorporated therein, a control circuit that controls the nonvolatile memory, an MPU that controls the control circuit, and an interface circuit that communicates with a host, all of which are mounted on a board of the memory system, and the memory system further includes a bus switch that switches connection of a signal line between the control circuit and the nonvolatile memory chips.

Systems and methods for entering and storing data. User input defining a data set is received. A data collection construct including a data entry user interface for inputting data in the data set is defined using the user input. A data storage construct including queries for retrieving the data is automatically defined based on the user input. Additional user input indicating modifications to the data set is received. The data collection construct, the data storage construct, and the queries are automatically updated based on the additional user input indicating modifications to the data set.