Patent Application
20210273859
The present disclosure relates in general to systems, methods, and apparatuses for modifying metadata associated with database objects obtained from distributed computing environments including cloud providers.
This section is intended to introduce the reader to various aspects of art that may be related to various aspects of the present disclosure, which are described and/or claimed below. This discussion is believed to be helpful in providing the reader with background information to facilitate a better understanding of the various aspects of the present disclosure. Accordingly, it should be understood that these statements are to be read in this light, and not as admissions of prior art.
Computer resources can be hosted on distributed computing environments, including cloud computing environments. Such resources, which can include hardware resources (e.g. server devices) and software resources (e.g. database applications that operate on the server devices), can be used to provide a variety of services to end-users and the computing devices that interact with the distributed computing environment.
For example, a distributed computing environment can host an infrastructure that is used for Information Technology Operations Management (“ITOM”). By using a distributed computing environment such as a computing environment of one or more providers (e.g., cloud providers), the client computing devices, server computing devices, and networking devices included in the infrastructure can be managed in a more scalable fashion. In this way, resources can be provisioned on an as-needed basis that accommodates fluctuations in demand for those resources.
The description herein makes reference to the accompanying drawings, wherein like reference numerals refer to like parts throughout the several views.
In distributed network computing environments, it is useful to provide declarative tags or other metadata for hardware and software resources provisioned by one or more providers. An example of such metadata includes tags associating a resource with a provider name, cost center, service, applications, or users. The additional information provided by metadata facilitates day-to-day management of the resources as well as reconstruction of systems when malfunctions or other disasters strike.
While metadata is useful, it is sometimes missing, incomplete or inaccurate. For example, when resources or computing infrastructure are provisioned by multiple providers, the providers may fail to use all of the desired metadata or may use metadata in different or inconsistent fashions. Also, pre-existing legacy resources, such as those within brown-field environments, may have missing, incomplete or inaccurate metadata in regards to projects, cost centers, services, applications, users, or the like. Adding, correcting and updating metadata such as tags is time-consuming work and prone to error.
The disclosed systems, methods, and non-transitory computer readable media, facilitate the association of complete, consistent, and accurate metadata to resources in a distributed network computing environment, including resources provisioned by one or more different providers. In accordance with the present technologies described in detail below, a system can perform discovery of a computer network to identify resources on the network. In some cases, the resources that are identified are those resources that have missing or incomplete metadata. This identification can be agnostic in the sense that resources are identified regardless of their provider or the provider of the platform on which they run. The system can generate a user interface that displays at least some of the identified resources and provides a mechanism for the user to select one or more of the displayed resources and to select one or more pieces of metadata. The system can associate the selected resources with the selected pieces of metadata. The metadata can indicate an association of the selected resources to a parameter which can include a service environment parameter relating to the provisioning of resources in a computing network.
For example, the operator of a computer network may wish to associate computer resources with a particular application to facilitate the management of that application. This association can be accomplished by the use of declarative tags or other metadata. For a variety of reasons, as explained above, some of the pertinent resources may lack tags associating the resource with the application. Also in accordance with the present technologies, resources can be identified, and a user interface that displays the resources can be generated with user-actuated indicia (for example) to select one or more of the resources. A drop down list (for example) of tags can be displayed, each describing an application (e.g., “payroll”) to which resources may pertain and a mechanism by which the user can select one of the tags (i.e., applications). With the resources and tag selected, an implementation permits the user to associate, in bulk, the selected tag (e.g., “payroll”) to the selected resources. Mechanisms can be provided to permit the user to select multiple tags, all of which can be associated in bulk to the selected resources.
To describe some implementations in greater detail, reference is first made to examples of hardware structures.
The system 100 can include one or more customers 102, which may be a public entity, private entity, or other corporate entity or individual that purchases or otherwise uses services of a software provider. The customer 102 can include one or more clients. For example, and without limitation, the customer 102 can include a client 104. The client 104 can comprise a computing system, which can include one or more computing devices, such as a mobile phone, a tablet computer, a laptop computer, a notebook computer, a desktop computer, or any other suitable computing device or combination of computing devices. The client 104 can be implemented as a single physical unit or a combination of physical units. Further, a single physical unit can include multiple clients.
The client 104 can be an instance of an application running on a customer device associated with the customer 102. As used herein, the term “application” can include, but is not limited to, applications, programs, instances, processes, threads, services, plugins, patches, application version upgrades, or any other identifiable computing unit capable of accessing or interacting, directly or indirectly, with a database. The system 100 can include any number of customers or clients or can have a configuration of customers or clients different from that generally illustrated in
The system 100 can include a datacenter 108. The datacenter 108 can include one or more servers. For example, and without limitation, the datacenter 108, as generally illustrated, includes an application server 112 and a database server 116. A datacenter, such as the datacenter 108, can represent a geographic location, which can include a facility, where the one or more servers are located. The system 100 can include any number of datacenters and servers or can include a configuration of datacenters and servers different from that generally illustrated in
The client 104 and the servers associated with the datacenter 108 are configured to connect to, or communicate via, a network 106. Furthermore, a client 104 associated with the customer 102 can connect to the network 106 via a communal connection point, link, or path. A client 104 can be associated with the customer 102, and the client 104 can connect to, or communicate via, the network 106 using a distinct connection point, link, or path. A connection point, link, or path can be wired, wireless, or a combination thereof.
The network 106 can include, for example, the Internet. The network 106 can be, or include, a local area network (LAN), a wide area network (WAN), a virtual private network (VPN), or any other public or private means of electronic computer communication capable of transferring data between a client, such as the client 104, and one or more servers associated with the datacenter 108, or a combination thereof. The network 106, the datacenter 108, or any other element, or combination of elements, of the system 100 can include network hardware such as routers, switches, load balancers, other network devices, or combinations thereof. For example, the datacenter 108 can include a load balancer 110 for routing traffic from the network 106 to various servers associated with the datacenter 108.
The load balancer 110 can route, or direct, computing communication traffic, such as signals or messages, to respective elements of the datacenter 108. For example, the load balancer 110 can operate as a proxy, or reverse proxy, for a service, such as an Internet-delivered service, provided by the datacenter 108 to one or more remote clients, such as the client 104, via the network 106. Routing functions of the load balancer 110 can be configured directly or via a Domain Name System (DNS). The load balancer 110 can coordinate requests from remote clients, such as the client 104, and can simplify client access by masking the internal configuration of the datacenter 108 from the remote clients. Request coordination can include maintaining information for sessions, such as sticky sessions, between a client and a service or application provided by the datacenter 108.
Maintaining information for a sticky session can include maintaining information to forward requests associated with a session from a client to an identified element of the datacenter 108 for the session. A load balancer 110 can operate as a firewall, allowing or preventing communications based on configuration settings. Although the load balancer 110 is depicted in
The datacenter 108 can include an application server 112 and a database server 116. The application server 112 or the database server 116 can be a computing system, which can include one or more computing devices, such as a desktop computer, a server computer, or any other computer capable of operating as a server. The application server 112 or the database server 116 can be non-hardware servers implemented on a physical device, such as a hardware server. The application server 112 and the database server 116 can be implemented as a single hardware server or as a single non-hardware server implemented on a single hardware server. Any number of application servers or database servers can be implemented at the datacenter 108, and the datacenter 108 can include servers other than or in addition to the application server 112 or the database server 116, for example, a web server.
The application server 112 can include an application node 114, which can be a process executed on the application server 112. For example, and without limitation, the application node 114 can be executed in order to deliver services to a client, such as the client 104, as part of a web application. The application node 114 can be implemented using processing threads, virtual machine instantiations, or other computing features of the application server 112. As an example, the application node 114 can store, evaluate, or retrieve data from a database, such as the database 118 of the database server 116.
The application server 112 can include any suitable number of application nodes, depending upon a system load or other characteristics associated with the application server 112. For example, and without limitation, the application server 112 can include two or more nodes forming a node cluster. The application nodes implemented on a single one of the application server 112 may run on different hardware servers.
The database server 116 can be configured to store, manage, or otherwise provide data for delivering services to the client 104 over a network. The database server 116 may include a data storage unit, such as a database 118, which can be accessible by an application executed on the application node 114. The database 118 may be implemented as database such as a relational database management system (RDBMS), an object database, an extensible markup language (XML) database, a configuration management database (CMDB), a management information base (MIB), one or more flat files, or other suitable non-transient storage mechanisms. By way of non-limiting example, the system 100 can include an XML database and a CMDB. While limited examples are described, the database 118 can be configured as or comprise any suitable database type. Further, the system 100 can include one, two, three, or any suitable number of databases configured as or comprising any suitable database type or combination thereof.
The database 118 can be configured as, or comprise, a CMDB. A CMDB can be comprised of a plurality of configuration items (CIs), attributes associated with the CIs, or relationships between CIs. A CI can be a CMDB record that represents an infrastructure entity, device, or units of the system 100. For example, the customer 102, the client 104, the network 106, the datacenter 108, the load balancer 110, the application server 112, the application node 114, the database server 116, the database 118, or any other element, portion of an element, or combination of elements of the system 100 can be represented in the CMDB by a CI.
The CMDB can include information describing the configuration, the role, or both the configuration and the role, of an element of the system 100. The MIB can include one or more databases listing characteristics of the elements of the system 100. Further, an object identifier (OID) can represent object identifiers of objects or elements in the MIB.
One or more databases (e.g., the database 118), tables, other suitable information sources, or portions or combinations thereof, may be stored, managed, or otherwise provided by one or more of the elements of the system 100 other than the database server 116, such as the client 104 or the application server 112.
Some or all of the systems and methods described herein can operate or be executed on or by the servers associated with the system 100. For example, an update for an application executed on the application node 114 can include updating or upgrading the database 118. The systems and methods described herein, portions thereof, or combinations thereof, can be implemented on a single device, such as a single server, or a combination of devices, for example, a combination of the client 104, the application server 112, and the database server 116.
The system 100 can include devices other than the client 104, the load balancer 110, the application node 114, and the database server 116 as generally illustrated in
The network 106, one or more datacenters, such as the datacenter 108, and one or more load balancers, such as the load balancer 110, may be implemented within a distributed computing system. A load balancer associated with a distributed computing system (e.g., the load balancer 110) can communicate with the network 106, one or more datacenters (e.g., the datacenter 108), other load balancers, or a combination thereof. The load balancer 110 can be configured to route communications to a primary datacenter, identify a failover condition (e.g., such as an enumerated failover condition) at the primary datacenter, and redirect communications to a secondary datacenter until the failover condition is resolved. Although illustrated as a single unit in
The primary datacenter can include a primary database, such as the database 118, and the secondary datacenter can include a secondary database. The secondary database can include an exact or substantially exact mirror, copy, or replication of the primary database. The primary database or the secondary database can be implemented as an RDBMS, an object database, an XML database, one or more flat files, or the like.
An application node implemented within a distributed computing environment can connect to or communicate with the primary database, which can be associated with the datacenter with which the application node is associated, or associated with another datacenter. For example, a primary datacenter can include a primary database and a first set of application nodes. A secondary datacenter can include a secondary database and a second set of application nodes. The application nodes of the first and second sets can provide a service or application to remote clients, and can read or write data in the primary database. The secondary database can mirror changes made to the primary database and prevent write operations from being performed directly on the secondary database. In the event that a failover condition associated with the primary database is identified, the secondary database can operate as the primary database and can allow read or write access to data. The primary database can then operate as the secondary database, mirror the new primary database, and prevent direct write access to the new secondary database.
A distributed computing system can allocate resources of a computer network using a multi-tenant or single-tenant architecture, for example. Allocating resources in a multi-tenant architecture can include installations or instantiations of one or more servers, such as application servers, database servers, or any other server, or combination of servers, that can be shared amongst multiple customers. For example, a web server, such as a unitary Apache installation; an application server, such as a unitary Java Virtual Machine; and a single database server catalog, such as a unitary MySQL catalog, can handle requests from multiple customers. In a multi-tenant architecture, the application server, the database server, or both can distinguish between and segregate data or other information of the various customers using the system.
In a single-tenant infrastructure (which can also be referred to as a multi-instance architecture), separate web servers, application servers, database servers, or combinations thereof can be provisioned for at least some customers or customer sub-units. Customers or customer sub-units can access one or more dedicated web servers, have transactions processed using one or more dedicated application servers, or have data stored in one or more dedicated database servers, catalogs, or both. Physical hardware servers can be shared such that multiple installations or instantiations of web servers, application servers, database servers, or combinations thereof, can be installed on the same physical server. An installation can be allocated a portion of the physical server resources, such as RAM, storage, communications bandwidth, or processor cycles.
A customer instance can include multiple web server instances, multiple application server instances, multiple database server instances, or a combination thereof. The server instances can be physically located on different physical servers and can share resources of the different physical servers with other server instances associated with other customer instances. In a distributed computing system, multiple customer instances can be used concurrently. Other configurations or implementations of customer instances can also be used. The use of customer instances in a single-tenant architecture can provide, for example, true data isolation from other customer instances, advanced high availability to permit continued access to customer instances in the event of a failure, flexible upgrade schedules, an increased ability to customize the customer instance, or a combination thereof.
A computing device 200 can include components or units, such as a processor 202, a bus 204, a memory 206, peripherals 214, a power source 216, a network communication unit 218, a user interface 220, other suitable components, or a combination thereof.
The processor 202 can be a central processing unit (CPU), such as a microprocessor, and can include single or multiple processors having single or multiple processing cores. Alternatively, the processor 202 can include another type of device, or multiple devices, now-existing or hereafter developed capable of manipulating or processing information. For example, the processor 202 can include multiple processors interconnected in any manner, including hardwired or networked, including wirelessly networked. The operations of the processor 202 can be distributed across multiple physical devices or units that can be coupled directly or across a local area or other suitable type of network. The processor 202 can include a cache, or cache memory, for local storage of operating data or instructions.
The memory 206 can include volatile memory, non-volatile memory, or a combination thereof. For example, the memory 206 can include volatile memory, such as one or more DRAM modules such as DDR, SDRAM, and non-volatile memory, such as a disk drive, a solid state drive, flash memory, Phase-Change Memory (PCM), or any form of non-volatile memory capable of persistent electronic information storage, such as in the absence of an active power supply. The memory 206 can include another type of device, or multiple devices, now-existing or hereafter developed capable of storing data or instructions for processing by the processor 202. The processor 202 can access or manipulate data in the memory 206 via the bus 204. Although shown as a single block in
The memory 206 can include executable instructions 208, data, such as application data 210, an operating system 212, or a combination thereof, for immediate access by the processor 202. The executable instructions 208 can include, for example, one or more application programs, which can be loaded or copied, in whole or in part, from non-volatile memory to volatile memory to be executed by the processor 202. The executable instructions 208 can be organized into programmable modules or algorithms, functional programs, codes, code segments, or combinations thereof, to perform various functions described herein. For example, the executable instructions 208 can include instructions to associate discovered resources of a computer network with metadata indicative of parameters, such as those identifying third-party computing providers from which those resources are made available. The application data 210 can include, for example, user files, database catalogs or dictionaries, configuration information or functional programs, such as a web browser, a web server, a database server, or a combination thereof. The operating system 212 can be, for example, Microsoft Windows®, Mac OS X®, or Linux®, an operating system for a small device, such as a smartphone or tablet device; or an operating system for a large device, such as a mainframe computer. The memory 206 can comprise one or more devices and can utilize one or more types of storage, such as solid state or magnetic storage.
The peripherals 214 can be coupled to the processor 202 via the bus 204. The peripherals can be sensors or detectors, or devices containing any number of sensors or detectors, which can monitor the computing device 200 itself or the environment around the computing device 200. For example, a computing device 200 can contain a geospatial location identification unit, such as a global positioning system (GPS) location unit. As another example, a computing device 200 can contain a temperature sensor for measuring temperatures of components of the computing device 200, such as the processor 202. Other sensors or detectors can be used with the computing device 200 as can be contemplated. The power source 216 can be a battery, and the computing device 200 can operate independently of an external power distribution system. Any of the components of the computing device 200, such as the peripherals 214 or the power source 216, can communicate with the processor 202 via the bus 204.
The network communication unit 218 can also be coupled to the processor 202 via the bus 204. The network communication unit 218 can comprise one or more transceivers. The network communication unit 218 can, for example, provide a connection or link to a network, such as the network 106, via a network interface, which can be a wired network interface, such as Ethernet, or a wireless network interface. For example, the computing device 200 can communicate with other devices via the network communication unit 218 and the network interface using one or more network protocols, such as Ethernet, TCP, IP, power line communication (PLC), WiFi, infrared, GPRS, GSM, CDMA, or other suitable protocols.
A user interface 220 can include a display; a positional input device, such as a mouse, touchpad, touchscreen, or the like; a keyboard; or other suitable human or machine interface devices. The user interface 220 can be coupled to the processor 202 via the bus 204. Other interface devices that permit a user to program or otherwise use the computing device 200 can be provided in addition to or as an alternative to a display. The user interface 220 can include a display, which can be a liquid crystal display (LCD), a cathode-ray tube (CRT), a light emitting diode (LED) display, an organic light emitting diode display (OLED), or other suitable display.
A client or server can omit the peripherals 214. The operations of the processor 202 can be distributed across multiple servers and clients which can be coupled directly or across a local area or other suitable type of network. The memory 206 can be distributed across multiple servers and clients, such as network-based memory or memory in multiple servers and clients performing the operations of clients or servers. Although depicted here as a single bus, the bus 204 can be composed of multiple buses, which can be connected to each other through various bridges, controllers, or adapters.
The electronic computing and communication system 300 can include: one or more environments such as an environment 310, which includes the resource 312 and the resource 314; an environment 320, which includes the resource 322 and the resource 324; a management server device 330; and a network 340. The management server device 330 may include, or be in communication with, the configuration management dataset, including a CMDB 350. The CMDB 350 may include CIs 352 that may be associated with metadata 354. One or more of the environment 310, the environment 320, and the management server device 330 may exchange (transmit or receive) signals including messages, data, or packets, via the network 340. The management server device 330 can be, or can be operable in, the application node 114 of
The environment 310 can include one or more resources, such as the resource 312 or the resource 314. The resources 312 and/or 314 may include a collection or grouping of hardware or software resources such as computing devices (e.g. server computing devices, client computing devices, networking devices) and software which may be used to represent a computing infrastructure which can exchange (transmit or receive) or store data, process events, or provide services to requesting devices.
As an example, the environments 310 and/or 320 may include a customer service environment which may be used to represent a customer service infrastructure such as a help desk environment, which may provide services, such as processing requests from client computing devices. The environments 310 and/or 320 can, partially or completely, result from provisioning of resources of a provider. A provider, such as a provider 430 and/or 440, is described further with respect to
Resources, such as the resource 312, 314, 322, and/or 324, may include: hardware resources such as server computing devices, client computing devices, processors, memory, storage devices, networking devices, or power supplies; software resources including instructions executable by the hardware resources such as application software or firmware; virtual resources such as virtual machines or virtual storage devices; and storage constructs such as data files, data directories, or storage models. The resources may include a combination of physical resources or virtual resources.
The management server device 330 may provision, or cause to be provisioned by one or more providers, resources of the one or more providers to the environments 310 and/or 320. The resources of the providers can include applications, storage, network resources, servers, virtual servers, and the like. For example, the resource 312 of the environment 310 may be an application instance (i.e., an instance of an application resource), resulting from the provisioning (e.g., instantiating) of the application resource of a provider. As another example, the resource 314 may be a storage device allocated to the environment 310 from another provider. As such, an environment, such as the environment 310 and/or 320 may include or utilize resources from one or more providers.
The management server device 330 may create or modify metadata, such as tags, which may be associated with the resources in the environment 310 or the environment 320.
The management server device 330 may include, or be in communication with, a database such as the CMDB 350 which may include data such as the CIs 352. At least some of the CIs 352 may be associated with some of the metadata 354. The CMDB 350 may be populated based on, for example, a discovery process which may be used to discover resources. Further, the discovery process may include determining the properties (i.e., attributes) of resources such as the resources 312 or 314 in the environment 310. Some of the attributes can be associated to the resources via the metadata 354. Alternatively, or additionally, metadata 354 can be created based on the attributes.
The CMDB 350 may be organized as a database such as an RDBMS, an object-oriented database (e.g. an XML database), a network model database, or a flat-file database. The CMDB 350 can be, or can be operable in, the database 118 of
The electronic computing and communication system 400 can include: a management server device 410; a customer environment 420, which can include the agent 422; a provider 430; and a provider 440. The management server device 410, the customer environment 420, the provider 430, and the provider 440 may exchange (send or receive) communication traffic such as signals, messages, or packets, via a network 450. The management server device 410 can be the management server device 330 of
The provider 430 and/or 440 provides resources that can be shared and/or accessed via the Internet. The provider 430 and/or 440 can be a cloud provider. The provider 430 and/or 440 can have and/or manage a large number of computing devices that are configured to execute various programs, such as application servers, web servers, or database servers. Computing resources provided by the provider 430 and/or 440, such as application, storage, and network resources can be provisioned, allocated, instantiated, or otherwise made available (collectively referred to as “provisioning” or “provision”) to a customer (such as the customer 102 of
The customer environment 410 can include networks and/or devices controlled (wholly or partially) by a customer, such as the customer 102 of
The agent 422 can be configured to communicate, via the network 450, with the management server device 410 on a periodic or non-periodic (e.g., event triggered) basis to retrieve commands and information provided by the management server device 410 and to be processed by the agent 422. For example, the agent 422 can send a request to the management server device 410 every predetermined time period (e.g., every 60 seconds) requesting that the management server device 410 transmit any messages awaiting receipt or processing by the agent 422. The command can be a command to perform a discovery activity. The agent 422 can return the result of the discovery activity to the management server device 410. The result can include information (e.g., metadata or tags) regarding a resource (e.g., the resource 312, 314, 322, and/or 324), an environment (e.g., the environment 310 and/or 320), or a combination therefore. The result can include other information.
The management server device 410 may manage resources that are maintained by the customer environment 420, the provider 430, or the provider 440 via the network 450. The management server device 410 may exchange data with a provider, such as a cloud provider, the provider 430, or the provider 440, in order to determine the application programming interface (API) that is used by the respective provider. The management server device 410 may then perform activities including discovering, provisioning, allocating, or modifying resources, such as the resources 312, 314, 322, and/or 324, in the customer environment 420, the provider 430, or the provider 440.
The management server device 410 can use templates for providers 430 and/or 430 to discover, provision, allocate, or modify respective resources in the customer environment 420. A template can include one or more APIs of the respective provider for obtaining, and/or setting, information associated with one or more resources in the customer environment 420. An administrator or other user of the customer environment 420 can generate or otherwise define a template for a resource (e.g., the resource 312, 314, 322, and/or 324 of
As described above, the agent 422 in the customer environment 420 can perform activities in the customer environment 420 in response to a request by a user (such as a user of the customer environment 420 or a user of the management server device 410) or another entity such as another agent or software application. As an example, the agent 422 may receive a query requesting the identity of a user authorized to access a particular resource or a query for the identity of the API that is used by a resource to access a particular provider. In response to the query, the agent 422 may then determine the user identity or API identity and provide a response to the management server device 410.
The providers 430 and 440 may include distributed computing resources such as cloud resources that include network services (e.g. applications) or infrastructure (e.g. storage devices) that are accessible through a computer network such as the network 450.
The interface 500 for modifying metadata associated with database objects obtained from a provider, such as the provider 430 and/or 440 of
The interface 500 may be generated based on one or more instructions, which may be stored in a server computing device. As an example, the interface for a web page may be generated by a server computing device, based on instructions that include hypertext markup language (HTML), which may be interpreted by a client computing device that accesses the server computing device and generates a graphical representation of the interface 500 on an output device such as an LCD monitor. The elements of the interface 500 may be based on data associated with the condition or status of resources, such as the resources 312, 314, 322, and/or 324 of
A resource indicator, such as the resource descriptor 510 may be associated with a resource (e.g., the resource 312, 314, 322, and/or 324 of
Selecting the metadata descriptor 512 may generate a listing of a predetermined metadata that may include at least one of: providers; cost centers; departments; projects; services; applications; and users. The user may then select and click on one or more applicable predetermined metadata, thereby indicating that the predetermined metadata selected by the user will be associated with the corresponding resource. For example, to associate a “cost center” metadata with a resource (e.g., the resource 322 of
The aggregate selection indicator 514 may be used to select all of the resource indicators presented in the interface 500. Association of metadata to some or all of the selected resources may be initiated through a user interaction with the bulk metadata submission control 520.
The technique 600 can include: identifying resources at operation 602; determining the resources that are not associated with metadata at operation 604; determining the APIs associated with the metadata at operation 606; generating a user interface at operation 608; associating metadata with resources at operation 610; and processing an event associated with an environment at operation 612.
At operation 602, in response to the performance of a network discovery of a computer network, a set of resources (e.g., the resources 312, 314, 322, 324 of
At operation 604, a set of resources, such as the set of resources that is not associated with metadata, such as a tag, is determined. The determination of which resources do not have metadata may include: comparing data associated with a resource to stored data. The data associated with the resource can include the attributes of the resource obtained via the operation 602. The stored data can be records in a configuration management dataset (e.g. a database, such as a CMDB 350 of
The technique 600 may determine, via the operation 604, that the resource (e.g., the resource 312 of
The resource descriptor 510 can correspond to a resource (e.g., the resource 312, 314, 322, and/or 324 of
Resources without metadata may be determined by querying the resources (directly or indirectly), such as with polling, or through an agent associated with the computer network for the identity of the resources within the computer network. For example, an agent, such as the agent 422 of
At operation 606, an API, or an identity of an API, associated with the metadata may be determined based on a comparison of attributes of the configuration item data to attributes associated with resources, such as the set of resources. As an example, the attributes of the configuration item data may include at least one of an entity (e.g., a user or a group) authorized to access resources and a lease attribute to indicate a time interval of resource availability. Other attributes can be available. The configuration items data can include constraint information such as, for example, a maximum metadata length attribute including an indication of a maximum length of a metadata attribute, a minimum metadata length attribute including an indication of a minimum length of a metadata attribute, a string format attribute to indicate that the metadata attribute is in the form of a string, a metadata number format attribute to indicate the number format (e.g. integer or floating point) of metadata, or other constraints. For example, a constraint can indicate that for a first provider (e.g., the provider 430 of
The identity of the API may be determined by: querying a provider, such as a cloud provider; searching records in a lookup table that includes APIs and associated resource data; or manual entry of the API, such as by a user selecting an API in a metadata association interface such as the interface 500 illustrated in
By determining the API that is associated with the set of resources, mismatching of metadata to resources (e.g. associating metadata to a resource according to the API of the wrong cloud provider) may be reduced or avoided. As an example, if the configuration item data for a particular API has a resource group attribute that is in a particular format, such as an integer format of a particular length (e.g. a five-integer long identifier such as “29877”), then a resource group attribute “department seven” (which is textual not numeric) or a resource group attribute “298770” (that is six-integers long, not five-integers long) would be determined to be from a different API.
At operation 608, a user interface is generated and includes a descriptor or an indication (such as a graphical or audible output) of a set of resources such as the set of resources that was identified or discovered. The user interface may be configured to receive input including an input to select: a resource such as one or more of the set of resources; a descriptor of one or more of the resources; or a descriptor of various metadata including metadata derived from the descriptor.
The user interface may be generated by a computing device such as a server computing device that processes instructions for generating the interface. As an example, the server computing device may generate the interface based on instructions such HTML, instructions, which may be received and interpreted by a client computing device that may then output the interface to an output device (e.g. an LCD display) which may display the interface in a web page displayed on the output device.
The user interface may be presented or displayed on an input device that is able to receive input to modify the user interface or the content presented in the user interface. The inputs to the input device may include at least one of: haptic inputs, such as a touch on a touch screen display; and audible inputs, such as spoken words that may be received by a microphone.
The user interface may include indications, such as descriptors, of the set of resources or metadata, such as graphical displays, which may be organized or arranged to indicate an association with the corresponding metadata. As an example, the association between the set of resources and the corresponding metadata may be displayed in a variety of ways including: listing the set of resources in the same row or column as the corresponding metadata (as illustrated in
The user interface may include one or more descriptors that are associated or derived from a set of metadata that may be associated with one or more resources. The one or more descriptors may include descriptors for at least one of: a provider, such as cloud provider; a cost center; a department; a project; a service; an application; and a user. In this way, a user may easily associate metadata with resources by using, for example, a drop down list with the indicators corresponding to the predetermined set of metadata.
Further, the generated interface can present the metadata and resources in a platform agnostic or cloud agnostic manner so that metadata and resources from disparate sources (e.g. different cloud providers, APIs, or environments) may be presented in a single interface.
At operation 610, a portion of the resources, such as the selected ones of the set of resources, can be associated with metadata derived from the selected descriptor. The metadata may indicate an association of resources, such as the selected ones of the set of resources, to one or more parameters. As an example, the one or more parameters can be related to or associated with at least one of: a provider, a cost center, a department, a project, a service, an application, a user, or another parameter relating to the provisioning of resources.
Further, the metadata derived from the selected descriptor may be associated with additional metadata. As an example, a descriptor for an accounting department may be displayed within a user interface as “accounting department,” and may be associated with additional metadata including descriptors such as “main accounting department,” “central accounting department,” or “ACCT. DEPT.” Accordingly, the association between the selected descriptor and the metadata may include metadata that is the same or similar to the selected descriptor.
The association of the resources to the metadata may include creating or modifying data that indicates a relationship between the resources and the metadata. The indication of the metadata may correspond to CI data, stored in a configuration management dataset (e.g. a CMDB), that indicates the association between the resources and the metadata in an environment of the computer network.
Configuration item data, including an association between each of the resources of the set of resources and the metadata, may be generated based on processes such as network discovery processes. The configuration item data may then be stored in one or more configuration management databases. In this way, the metadata may be used to manage the resources including tracking, provisioning, allocating, or discovering the resources. Associating the resources with the configuration item data may include modifying the configuration item data in a configuration management dataset to indicate that the resource is associated with corresponding metadata.
The resources, such as the set of resources, may be compared to the configuration item data in the configuration management dataset. As an example, based on a degree of matching or similarity between the resources and the corresponding configuration item data, resources that meet a similarity criterion or exceed a similarity threshold may be associated with corresponding metadata. As such the association of the metadata to the set of resources may be based on the comparison between the set of resources and the configuration item data. As an example, metadata may be associated with resources in a brown-field environment (e.g. legacy environment) in which discovered resources may not be (e.g., at the time of discovery) associated with corresponding applications, projects, cost centers, or users via, e.g., metadata such as tags.
Resources, such as a portion of the set of resources, may be organized or grouped into one or more groups based on the parameter. The grouping of the resources may be based on the resources in the groups having in common some metadata that includes the same or similar properties, values, or attributes. As an example, resources associated with metadata that includes a service department property to indicate the service department to which the resources are associated may indicate that one set of the resources is associated with a first service department (e.g. technical support) and that another set of resources is associated with a second service department (e.g. accounting). In this way, the resources may be grouped according to the metadata associated with the resources, thereby facilitating activities such as bulk association of metadata to resources.
Moreover, the resources may be grouped according to the parameter which can relate to the provisioning of resources and can include parameters relating to, or associated with, at least one of: a provider to identity a provider such as a cloud services provider or a cloud provider; a cost center to identify a unit in an organization to which costs may be allocated; a department; a project; a service; an application; and a user such as the name of a user or a group of users.
The groups may be platform agnostic or cloud agnostic so that the metadata associated with the resources are not wholly or partly, limited to one platform or a subset of platforms such as a single service platform, a cloud provider platform, or an application programming interface. Moreover, by associating resources with metadata or grouping resources with metadata in a platform or cloud agnostic manner, the correct metadata may be associated with the resources regardless of where the resources are located.
At operation 612, an event, such as an event associated with the environment of the computer network or an action that occurs in the environment, may be processed using a superset of resources including the set of resources and another set of resources that is provisioned to the computer network with metadata associated with the environment. As an example, an event may be related to one or more activities that occur in the environment and can include an action, alert, or notification (e.g. an alert message when a network condition is satisfied).
As an example, an application or hardware failure may trigger an event such as an alert of the failed application or hardware. Further, a process such as an impact calculation may be performed on the computer network in order to determine how a change in the provisioning or allocation of resources will impact the operation of the computer network. However, if the higher-level identity of resources (such as the department that is authorized to use a resource) is not known, then the impact calculation will be imprecise. As such, configuration item data that is associated with a superset of resources may be used to determine the identity of the resources that are unknown.
Accordingly, the disclosed technology may provide more effective management of resources, including cloud provider resources, through enhanced association of metadata with resources, such as bulk tagging.
Although the technique 600 is shown as a series of operations for clarity, implementations of the technique 600 or any other technique, process, or algorithm described in connection with the implementations disclosed herein can be performed in various orders or concurrently. Additionally, operations in accordance with this disclosure can be performed with other operations not presented and described herein. Furthermore, one or more aspects of the systems and techniques described herein can be omitted.
All or a portion of the aspects of the systems and techniques described herein can be implemented using a general purpose computer/processor with a computer program that, when executed, carries out any of the respective techniques, algorithms, or instructions described herein. In addition, or alternatively, for example, a special-purpose computer/processor can be utilized, which can contain specialized hardware for carrying out any of the techniques, algorithms, or instructions described herein.
The implementations of computing devices as described herein (and the algorithms, techniques, instructions, etc., stored thereon or executed thereby) can be realized in hardware, software, or a combination thereof. The hardware can include, for example, computers, intellectual property (IP) cores, application-specific integrated circuits (ASICs), programmable logic arrays, optical processors, programmable logic controllers, microcode, microcontrollers, servers, microprocessors, digital signal processors or any other suitable circuit. In the claims, the term “processor” should be understood as encompassing any of the foregoing hardware, either singly or in combination.
For example, one or more computing devices can include an ASIC or programmable logic array, such as a field-programmable gate array (FPGA) configured as a special-purpose processor to perform one or more of the operations described or claimed herein. An example FPGA can include a collection of logic blocks and random access memory (RAM) blocks that can be individually configured or configurably interconnected in order to cause the FPGA to perform certain functions. Certain FPGAs can contain other general- or special-purpose blocks as well. An example FPGA can be programmed based on a hardware definition language (HDL) design, such as VHSIC Hardware Description Language or Verilog.
The embodiments herein can be described in terms of functional block components and various processing operations. Such functional block components can be realized by any number of hardware or software components that perform the specified functions. For example, the described embodiments can employ various integrated circuit components, e.g., memory elements, processing elements, logic elements, look-up tables, and the like, which can carry out a variety of functions under the control of one or more microprocessors or other control devices. Similarly, where the elements of the described embodiments are implemented using software programming or software elements, the systems and techniques can be implemented with any programming or scripting language such as C, C++, Java, assembler, or the like, with the various algorithms being implemented with a combination of data structures, objects, processes, routines, or other programming elements. Functional aspects can be implemented in algorithms that execute on one or more processors. Furthermore, the embodiments of the systems and techniques could employ any number of conventional techniques for electronics configuration, signal processing or control, data processing, and the like. The words “mechanism” and “element” are used broadly and are not limited to mechanical or physical embodiments, but can include software routines in conjunction with processors, etc.
Implementations or portions of implementations of the above disclosure can take the form of a computer program product accessible from, for example, a computer-usable or computer-readable medium. A computer-usable or computer-readable medium can be any device that can, for example, tangibly contain, store, communicate, or transport a program or data structure for use by or in connection with any processor. The medium can be, for example, an electronic, magnetic, optical, electromagnetic, or a semiconductor device. Other suitable mediums are also available. Such computer-usable or computer-readable media can be referred to as non-transitory memory or media, and can include RAM or other volatile memory or storage devices that can change over time. A memory of an apparatus described herein, unless otherwise specified, does not have to be physically contained by the apparatus, but is one that can be accessed remotely by the apparatus, and does not have to be contiguous with other memory that might be physically contained by the apparatus.
The word “example” is used herein to mean serving as an example, instance, or illustration. Any aspect or design described herein as “example” is not necessarily to be construed as preferred or advantageous over other aspects or designs. Rather, use of the word “example” is intended to present concepts in a concrete fashion. As used in this application, the term “or” is intended to mean an inclusive “or” rather than an exclusive “or”. That is, unless specified otherwise or clearly indicated otherwise by the context, the statement “X includes A or B” is intended to mean any of the natural inclusive permutations thereof. For example, if X includes A; X includes B; or X includes both A and B, then “X includes A or B” is satisfied under any of the foregoing instances. In addition, the articles “a” and “an” as used in this application and the appended claims should generally be construed to mean “one or more” unless specified otherwise; or clearly indicated otherwise by the context to be directed to a singular form. Moreover, use of the term “an implementation” or the term “one implementation” throughout this disclosure is not intended to mean the same embodiment or implementation unless described as such.
The particular implementations shown and described herein are illustrative examples of the systems and techniques and are not intended to otherwise limit the scope of the systems and techniques in any way. For the sake of brevity, conventional electronics, control systems, software development, and other functional aspects of the systems (and components of the individual operating components of the systems) cannot be described in detail. Furthermore, the connecting lines, or connectors, shown in the various figures presented are intended to represent example functional relationships or physical or logical couplings between the various elements. Many alternative or additional functional relationships, physical connections, or logical connections can be present in a practical device. Moreover, unless otherwise indicated, no item or component has to be included in order to practice the systems and techniques described herein.
The use of the terms “including,” “comprising,” “having,” or variations thereof herein is meant to encompass the items listed thereafter and equivalents thereof as well as additional items. Unless specified or limited otherwise, the terms “mounted,” “connected,” “supported,” “coupled,” and variations thereof are used broadly and encompass both direct and indirect mountings, connections, supports, and couplings. Further, “connected” and “coupled” are not restricted to physical or mechanical connections or couplings.
The use of the terms “a,” “an,” and “the,” and similar referents in the context of describing the systems and techniques (especially in the context of the following claims) should be construed to cover both the singular and the plural. Furthermore, unless otherwise indicated herein, the recitation of ranges of values herein is merely intended to serve as a shorthand alternative to referring individually to each separate value falling within the range, and each separate value is incorporated into the specification as if it were individually recited herein. Finally, the operations of all techniques described herein are performable in any suitable order unless otherwise indicated herein or clearly indicated otherwise by the context. The use of any and all examples, or exemplary language (e.g., “such as”), provided herein is intended merely to better illuminate the systems and techniques and does not pose a limitation on the scope of the systems and techniques unless otherwise claimed.
All references, including publications, patent applications, and patents, cited herein are hereby incorporated by reference to the same extent as if each reference were individually and specifically indicated as incorporated by reference and were set forth in its entirety herein.
The above-described embodiments have been described in order to facilitate easy understanding of the present systems and techniques, and such descriptions of such implementations do not limit the present systems and techniques. To the contrary, the present systems and techniques are intended to cover various modifications and equivalent arrangements included within the scope of the appended claims, which scope is to be accorded the broadest interpretation as is permitted by law so as to encompass all such modifications and equivalent arrangements.
The techniques presented and claimed herein are referenced and applied to material objects and concrete examples of a practical nature that demonstrably improve the present technical field and, as such, are not abstract, intangible or purely theoretical. Further, if any claims appended to the end of this specification contain one or more elements designated as “means for [perform]ing [a function] . . . ” or “step for [perform]ing [a function] . . . ”, it is intended that such elements are to be interpreted under 35 U.S.C. 112(f). However, for any claims containing elements designated in any other manner, it is intended that such elements are not to be interpreted under 35 U.S.C. 112(f).
This application is a continuation of U.S. patent application Ser. No. 16/738,678, filed Jan. 9, 2020, which is a continuation of U.S. patent application Ser. No. 15/592,076, filed May 10, 2017, now U.S. Pat. No. 10,547,519 and issued Jan. 28, 2020, which claims the benefit of U.S. Provisional Application No. 62/416,520, filed Nov. 2, 2016, the disclosures of which are hereby incorporated by reference in their entirety.
| Number | Date | Country | |
|---|---|---|---|
| 62416520 | Nov 2016 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 16738678 | Jan 2020 | US |
| Child | 17303013 | US | |
| Parent | 15592076 | May 2017 | US |
| Child | 16738678 | US |
