Abstract: Methods and systems for providing security management services are disclosed. To provide security management services in a manner that reduces the quantity of hardware resources necessary to provide the security management services, the security manager may prioritize security management services based on a trained state of a data processing system to modify a level of surveillance of the persons. By doing so, the device management services may only be provided when certain conditions are met rather than continuously. To place the data processing system in the trained state, the data processing system may need to be trained to predict paths that individuals are likely to traverse using training data. To obtain the training data, previously traversed paths of individuals may be tracked through an environment and stored into a database.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. The performance of the hardware bundles may be characterized to facilitate future selection for use of the hardware bundles in various processes. Overtime, the performance of the hardware bundles may be checked.

Abstract: Methods, systems, and devices for providing for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by analyzing workloads performed by the hardware bundles. Proactive action may be performed to reduce the likelihood of the limits being reached.

Abstract: Methods, systems, and devices for providing for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components.

Abstract: Methods, systems, and devices for providing for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by analyzing workloads performed by the hardware bundles. Proactive action may be performed to reduce the likelihood of the limits being reached.

Abstract: Methods, systems, and devices for providing for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by analyzing workloads performed by the hardware bundles.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by a variety of control mechanisms.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. The performance of the hardware bundles may be characterized to facilitate future selection for use of the hardware bundles in various processes.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by a variety of control mechanisms.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. Limits on use of the hardware bundles may be enforced by a variety of control mechanisms.

Abstract: Methods, systems, and devices for providing computer implemented services using managed systems are disclosed. To provide the computer implemented services, hardware components may be bundled into hardware bundles. The hardware bundles may be used to satisfy subscriptions for the services, and limit use of the hardware bundles when subscription limits are reached. The hardware bundles may include direct management hardware components and indirect management hardware components. The performance of the hardware bundles may be characterized to facilitate future selection for use of the hardware bundles in various processes. Additionally, the controllability of hardware bundles may also be characterized and used as a selection criteria to service subscriptions for various services.

Abstract: Methods and systems for managing storage space in a data management system are disclosed. To manage storage space, data management system may limit the types and quantity of data stored within the data management system. Data management system may prioritize deletion of data based on relevancy of the data for one or more purposes with respect to an individual. To identify relevant data, data management system may analyze data, including audio recordings of interactions between the individual for which the data is regarding and other individuals that provide services to the individual and identify topics of the data. Based on the analysis of the data and identified topics, data management system may establish a ranking order of the topics that are more relevant to the individual.

Abstract: Methods and systems for managing access and control of data are disclosed. To manage access and control, a data management system may use a variety of data minimization and resiliency techniques to differentiate different repositories for storage of data. The different repositories may store data in different manners, and provide different levels of performance regarding stored data. By differentiating the repositories, criteria may be established and enforced to prioritize different types of data for storage.

Abstract: Methods, systems, and devices for providing for providing computer implemented services using managed systems are disclosed. To improve the likelihood of the computer implemented services being provided, a subscription based model may be used to manage the managed systems. The subscription based model may provide for automatic configuration of and software deployment to any number of managed systems to provide subscribed to solutions to various users. To manage subscriptions, a highly available management service may be provided to users. The management service may allow users to select desired services. Once selected, the management service may automatically modify various managed systems to provide the subscribed solution.

Abstract: An edge device for distributed processing of unprocessed edge data from any number of edge data collection devices using an analytics framework includes a storage device for storing the unprocessed edge data; and a processor. The processor obtains the unprocessed edge data from an edge data collection device of the edge data collection devices; identifying a processing modality for the unprocessed edge data; processing the unprocessed edge data based on the processing modality using, at least in part, a virtualized desktop infrastructure connection between the edge device and a backend device operably connected to the analytics framework to obtain a processed edge data result; and providing a computer implemented service using the processed edge data result.

Abstract: A method for managing virtual desktop infrastructure (VDI) environments includes: obtaining, by an orchestrator, a resource related parameter and an end-user experience (EUE) related parameter; assembling, by the orchestrator, an API combination to generate a VDI environment based on a plurality of vendor-provided APIs; testing, by the orchestrator and for an EUE result, the VDI environment across a range of users based on the resource related parameter and EUE related parameter; providing, by the orchestrator, the range of users and VDI environment to an analyzer, in which the analyzer is instructed by the orchestrator to generate a model that maximizes the EUE result in the VDI environment; generating, by the analyzer, a trained model by training the model using at least the range of users, VDI environment, EUE related parameter, resource related parameter, and EUE result; and initiating, by the analyzer, notification of an administrator about the trained model.

Abstract: A method for managing virtual desktop infrastructure (VDI) environments includes: obtaining, by an orchestrator, a resource related parameter and a security related parameter; assembling, by the orchestrator, an application programming interface (API) combination to generate a VDI environment based on a plurality of vendor-provided APIs; testing, by the orchestrator and for a vulnerability result, the VDI environment across a range of users based on the resource related parameter and security related parameter; providing, by the orchestrator, the range of users and VDI environment to an analyzer, in which the analyzer is instructed by the orchestrator to generate a model that minimizes the vulnerability result of the VDI environment; generating, by the analyzer, a trained model by training the model using at least the range of users, VDI environment, security related parameter, resource related parameter, and vulnerability result; and initiating, by the analyzer, notification of an administrator about the tra

Abstract: A method for managing virtual desktop infrastructure (VDI) environments includes: obtaining, by an orchestrator, a resource related parameter (RRP) from a database; assembling, by the orchestrator, an application programming interface (API) combination to generate a VDI environment based on vendor-provided APIs; testing, by the orchestrator and for a per user resource utilization value (RUV), the VDI environment across a range of users based on the RRP, in which the per user RUV is stored in the database; providing, by the orchestrator, the range of users and VDI environment to an analyzer, in which the analyzer is instructed to generate a model that minimizes the per user RUV in the VDI environment; generating, by the analyzer, a trained model by training the model using at least the range of users, VDI environment, per user RUV, and RRP; and initiating, by the analyzer, notification of an administrator about the trained model.

Abstract: A method for managing VDI environments includes: obtaining a first resource related parameter (FRRP) for a first resource (FR) and a second resource related parameter (SRRP) for a second resource (SR) from a database; assembling a set of API combinations to generate a set of VDI environments; testing, for a per user average resource utilization value (PUARUV) of the FR and SR, each VDI environment across a range of users based on the FRRP and SRRP; providing the range of users and set of VDI environments to an analyzer, in which the analyzer is instructed to generate a model that ranks the set of VDI environments to obtain a VDI environment that provides the lowest PUARUV; generating a trained model by training the model using the range of users, set of VDI environments, PUARUVs, FRRP, and SRRP; and initiating notification of an administrator about the trained model.

Abstract: A method for managing virtual desktop infrastructure (VDI) environments includes: obtaining, by an orchestrator, a resource related parameter and a compliance related parameter; assembling, by the orchestrator, an application programming interface (API) combination to generate a VDI environment based on a plurality of vendor-provided APIs; testing, by the orchestrator and for a compliance result, the VDI environment across a range of users based on the resource related parameter and compliance related parameter; providing, by the orchestrator, the range of users and VDI environment to an analyzer, in which the analyzer is instructed by the orchestrator to generate a model that maximizes the compliance result of the VDI environment; generating, by the analyzer, a trained model by training the model using at least the range of users, VDI environment, compliance related parameter, resource related parameter, and compliance result; and initiating, by the analyzer, notification of an administrator about the traine