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83 results about "Deployment time" patented technology

DevOps-oriented containerized test environment deployment system and method

The invention relates to a DevOps-oriented containerized test environment deployment system and method, and belongs to the technical field of Internet. A multi-service test environment is defined through a YAML file, environment variables are managed in combination with an. Env configuration file, dependency is optimized through dependency layering and a cache library, a container mirror image is constructed, and a container cluster is started; managing multiple tasks through a centralized scheduling architecture, and realizing resource isolation of a container cluster by using Cgroup; adjusting the number of container instances in real time based on a capacity expansion and contraction mechanism; a bridging network is used for automatically distributing a container IP, a built-in domain name system analyzes a service name dynamic discovery service, and rapid reconstruction of a containerized test environment is achieved. According to the method, a YAML and environment variable separation mechanism is adopted, real-time loading of development, testing and production environment configuration is supported, the deployment time is shortened to the second level, the resource utilization rate is increased to 90% from 60%, the multi-service communication difference is eliminated, and efficient interconnection between containers is ensured.
Owner:ZHEJIANG UNIV

Cloud platform rapid deployment system and method

The invention discloses a cloud platform rapid deployment system and method. The system comprises a Docker, a container arrangement tool, a database service, a cloud platform application, a monitoring and management tool, a network infrastructure and a security component. The Docker is responsible for managing the complete life cycle of the container and providing a virtualization environment; the container arrangement tool is used for managing and arranging a Docker container; the database service is used for storing information in the cloud platform and carrying out communication through the network service of the Docker; the cloud platform application is a set of service logic and functions deployed in a Docker container; the monitoring and management tool is used for monitoring a running state and managing log information; the network infrastructure is used for ensuring network interconnection between the servers and supporting network communication of the Docker container; and the security component is used for protecting the cloud platform from external attacks and internal threats. According to the method, the deployment process can be simplified, the deployment time is shortened, manual intervention is reduced, the deployment efficiency is improved, resources are optimized, and the operation cost is reduced.
Owner:TONGLING VOCATIONAL & TECH COLLEGE

Deployment policy for software updates across cloud environments driven by artificial intelligence

A data processing system includes a processor and a memory for the processor. The memory stores executable instructions that, when executed by the processor alone or in combination with other processors, cause the data processing system to perform functions of: receive a deployment request to deploy a software change; determine factors corresponding to the deployment request that impact an optimal deployment policy for the software change; query an Artificial Intelligence (AI) trained with a dataset of optimized deployment policies based on corresponding sets of the factors, the query requesting an optimized deployment policy for the software change of the received deployment request based on the determined factors and including a ring rollout policy, ring bake time and deployment time; execute the deployment request using the optimized deployment policy returned by the AI; and update training of the AI based on the determined factors and results of the optimized deployment policy.
Owner:MICROSOFT TECHNOLOGY LICENSING LLC

Assembly line publishing method and system supporting multiple deployment modes based on agile development

The invention discloses an assembly line publishing method and system supporting multiple deployment modes based on agile development, the system comprises a basic software installation and deployment module, an application configuration module and an assembly line execution module, the basic software installation and deployment module is used for installation of Gitlab, Jenkins, Jenkins plug-ins, docker, kubectl and continuous delivery micro-applications; the application configuration module is used for continuously delivering configuration of related applications, assembly lines, servers, K8S clusters, mirror image warehouses and characteristic branches in the micro-applications; the assembly line execution module is used for submitting and releasing characteristic branches in the continuous delivery micro-application and operating an assembly line; the user does not need to concern about different deployment packages or mirror images caused by difference of operating environments such as system testing and production and the complexity of manual compiling, deployment and release, so that the operation risk is reduced, the deployment time is shortened, the workload of operation and maintenance personnel is reduced, the release efficiency of system update deployment is improved, and the time and labor cost is reduced.
Owner:HENAN TENGLONG INFORMATION ENG

Cross-platform operating system upgrade patch automatic deployment method and system

The invention discloses a cross-platform operating system upgrade patch automatic deployment method and system, and relates to the technical field of operating system patch management, and the method comprises the following steps: analyzing a patch dependency relationship, and dynamically adjusting a deployment sequence; performing isolation deployment based on a containerization technology; and monitoring the state of each container in real time, and performing real-time monitoring and feedback optimization on a deployment result. By means of the method, accurate control over patch deployment in a complex heterogeneous environment is achieved, the failure rate caused by dependency conflicts is reduced, meanwhile, deployment time is shortened, stability and reliability of system operation are improved, independence between patches is ensured, and the service life of the system is prolonged. According to the method and the system, system crash caused by patch incompatibility or operation failure is avoided, the deployment efficiency is improved, the efficient container isolation and highly compatible patch deployment process is realized, the self-adaptability and long-term stability of the system are improved, and powerful technical support is provided for complex and changeable patch deployment scenes.
Owner:GUIZHOU POWER GRID CO LTD

An industrial middle platform and edge computing-based device monitoring and prediction method and system

The application discloses a kind of equipment monitoring prediction method and system based on industry middle platform and edge computing, the system uses monitoring acquisition unit and real-time collection equipment vibration, temperature and current data, is analyzed by innovative three-layer prediction architecture: edge layer is deployed lightweight threshold rule model and carries out real-time anomaly detection, middle platform layer is deployed XGBoost model and executes trend analysis, cloud layer is deployed time convolution network model and realizes depth time series analysis, and corresponding hierarchical early warning mechanism is established.The application solves the technical problems, such as that early warning mechanism is not intelligent enough in traditional equipment monitoring, prediction model is single, data preprocessing is not perfect enough and the like.Through the cooperative cooperation of three-layer prediction architecture, all-around monitoring is realized, system response delay is reduced, and early warning accuracy is improved;Through the combination of hierarchical early warning mechanism and parameter correlation analysis, system reliability is enhanced, and equipment operation and maintenance efficiency is improved;Edge computing mode is used, and network bandwidth demand is effectively reduced.
Owner:GUANGZHOU HUITONG GUOXIN TECH CO LTD

Multi-cloud certificate deployment intelligent arrangement engine system and method

The invention relates to the technical field of cloud computing, and discloses a multi-cloud certificate deployment intelligent arrangement engine system, which comprises a unified abstraction layer used for providing a standardized certificate deployment interface; the intelligent arrangement engine is used for analyzing a deployment task dependency relationship and generating an optimal deployment path; the distributed transaction management module is used for coordinating deployment transactions of the cross-cloud platform and ensuring the consistency of operation; and the strategy optimization and learning module is used for optimizing the deployment strategy based on the historical deployment data. According to the method, the cloud platform difference is shielded through the unified abstraction layer, the consistent deployment experience is provided, and the adaptation workload in the multi-cloud environment can be remarkably reduced; the deployment path is optimized through the intelligent arrangement engine, so that the deployment time can be remarkably shortened; through distributed transaction management, transaction consistency of cross-cloud deployment is ensured, and strong fault recovery capability is provided. Through multi-objective optimization and online learning, the system can automatically balance the cost, the performance and the reliability, so that the resource utilization rate is greatly improved.
Owner:BEIJING TIANWEI CHENGXIN ELECTRONIC COMMERCE CO LTD

Method and device for automatically deploying virtual machine software environment and readable storage medium

The invention relates to the technical field of computers, and provides a method and device for automatically deploying a virtual machine software environment and a readable storage medium. The method is applied to a management node, a resource storage library is deployed in the management node, and virtual machine system mirror image resources, virtual machine software resources, virtual machine configuration files and software configuration files are stored in the resource storage library. Comprising the steps that target virtual machine system mirror image resources, target virtual machine software resources, a target virtual machine configuration file and a target software configuration file are determined and issued to a controller to be deployed; and controlling the to-be-deployed controller to execute the process of automatically deploying the virtualized software environment based on the target virtual machine system mirror image resource, the target virtual machine software resource, the target virtual machine configuration file and the target software configuration file. According to the method, the virtual machine software environment can be automatically deployed to one or more industrial controllers in various application scenes, so that the deployment time is shortened, the deployment efficiency is improved, and the deployment flexibility and universality are good.
Owner:HANGZHOU HOLLYSYS AUTOMATION

Multi-server quick deployment method and device, electronic equipment and storage medium

The invention provides a multi-server quick deployment method and device, electronic equipment and a storage medium, and the method comprises the steps: analyzing a configuration file to determine a target server needing to deploy an application system and a deployment sequence; generating an incremental package of the application system; fragmenting the incremental packet, and calculating a concurrent quantity; judging whether the target server is ready or not; and if the target servers are ready, sending the fragmented incremental packets to a plurality of concurrent target servers according to a deployment sequence, so that the target servers deploy the application system. According to the scheme, the target server to be deployed and the deployment sequence are determined through the configuration file, and the incremental package of the application system is fragmented. The fragmented incremental packages are sent to the multiple ready target servers in a concurrent mode, so that the target servers deploy the application systems, the deployment time consumption of the servers is reduced, and the deployment efficiency is improved.
Owner:INSPUR ENTERPRISE CLOUD TECHNOLOGY (SHANDONG) CO LTD

Lightweight MQTT heterogeneous protocol conversion gateway architecture system and method

The invention discloses a lightweight MQTT heterogeneous protocol conversion gateway architecture system and method, and belongs to the technical field of protocol conversion, and the system comprises a core board which is used for operating a real-time operating system; the multi-protocol hardware interface module is integrated on the core board; the multi-protocol hardware interface module comprises an RS-232 / 485 serial port, an RJ45 Ethernet interface, a USB (Universal Serial Bus) interface and a WiFi (Wireless Fidelity) module; the protocol converter is arranged on the core board in a layered manner and is used for realizing dynamic conversion between PROFIBUS-DP and Modbus protocols on each layer of the OSI model; the communication architecture on the core board comprises a message publishing or subscribing agent mechanism; and the power management module is connected with the core board and is used for dynamic power consumption adjustment and a power-off protection mechanism. According to the method, intelligent mapping between a physical address, namely a PROFIBUS-DP station address and an IP address, is established, plug and play of field equipment is supported, and the deployment time is shortened from several hours traditionally to 10 minutes.
Owner:SANXIA JINSHAJIANG YUNCHUAN HYDROPOWER DEV CO LTD +1

Modularized marshalling field life guarantee method and system

The invention discloses a modular marshalling field life guarantee method and system, and relates to the technical field of resource management, and the method comprises the steps: collecting operation and environment adaptability data; the optimal configuration of resources is realized by constructing a vehicle configuration optimization model; designing and managing field life support system resources according to the dynamic resource allocation model; adapting to environment change based on an environment adaptability model; the deployment time is output in consideration of the automation level of the vehicle. According to the field life guarantee method capable of modular marshalling, optimal configuration of resources is achieved by building the vehicle configuration optimization model, task execution efficiency is improved, field life guarantee system resources are designed and managed according to the dynamic resource allocation model, the response capability and efficiency of the system are improved, and the service life of the system is prolonged. The method adapts to environment change based on the environment adaptability model, enhances the reliability and stability of the system, and achieves better effects in the aspects of resource utilization rate, efficiency and safety.
Owner:SUZHOU JIANGNAN AEROSPACE MECHANICAL& ELECTRICAL IND CO LTD

Test environment deployment method and device, medium and program product

The embodiment of the invention provides a test environment deployment method and device, a medium and a program product, and relates to the technical field of hardware-in-loop testing. The method comprises the following steps: acquiring a test requirement and a template library, wherein the template library comprises an environment configuration template and a parameter rule; generating environment configuration based on the test requirement and the template library, wherein the environment configuration comprises an operating system version, a network parameter and a resource allocation parameter; and deploying a test environment according to the environment configuration, wherein the test environment is used for hardware-in-the-loop test. Based on the method, the test environment deployment process can realize high automation, the probability of errors caused by manual operation is reduced, and the deployment reliability is improved. And the test requirements can be dynamically adapted, the environment consistency and the resource utilization rate are improved, rapid generation and parameter optimization of the test environment are realized, the deployment time consumption is reduced, and the test environment deployment efficiency and the overall test efficiency are improved.
Owner:STARRY SKY PLAN (SHANGHAI) AUTOMOBILE TECHNOLOGY CO LTD

A wireless ad hoc network storage area management system

The utility model relates to the technical field of archive warehouse management, and discloses a wireless self-organizing network warehouse management system, including a host server, one end of the host server is connected to multiple wireless gateways through radio signals, and the other end of the multiple wireless gateways is respectively connected to multiple 705 boards through radio signals. The system has a flexible deployment method, is not limited by wired network wiring, is suitable for various scenes and environments, and does not require complex infrastructure, saving the cost of network construction and maintenance. It is particularly suitable for temporary or highly mobile scenes, and can be quickly deployed and configured, saving deployment time. Finally, it has the ability to monitor the network status in real time, and promptly discover and handle abnormal situations in the network. Management personnel can view the network topology structure and node status information through the monitoring interface, and perform necessary management and adjustment, thereby improving the efficiency of querying archives and meeting the needs of modern archive warehouses for environmental monitoring and management.
Owner:JINAN TAIGE ELECTRONIC TECH CO LTD

Power system equipment communication setting method and device, electronic equipment and storage medium

The invention discloses a power system equipment communication setting method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining the IP addresses of other equipment in a network after target equipment is powered on, so as to enable the target equipment to communicate with other equipment; performing IP address configuration on the target equipment, wherein the IP address configuration mode comprises the steps of automatically allocating an IP address by the DHCP server and automatically generating the IP address by the target equipment; detecting missing network parameters of the target equipment and configuring the missing network parameters by adopting default configuration parameters; each device can be automatically configured, so that the deployment time cost is reduced; and after the configuration is completed, configuration verification is performed with the superior equipment of the target equipment, so that the correctness of network connection is ensured, and communication failure caused by configuration errors is avoided. The whole process is automatic, the method is suitable for rapid and temporary network deployment, personnel with network knowledge are not needed for configuration, automatic configuration is truly achieved, equipment can be used instantly, human intervention is reduced, and the method is suitable for a large-scale application environment.
Owner:GUANGDONG POWER GRID CO LTD +1

A method for BIOS automated deployment on bare metal server

The application discloses a kind of about bare machine server BIOS automation deployment method, it is related to automation programming technical field, bare machine server carries out BMC management port initialization configuration, opens BMC setting Https (web), SSH, Redfish and IPMI service agreement, by bare machine server SSH, Redfish and different equipment special tool, from bare machine server BMC management port call relevant protocol, by system automatic judgment uses what protocol or tool is directed to different manufacturer's bare machine server and carries out BIOS data acquisition.The application is by system automatic judgment uses what protocol or tool is directed to different manufacturer's bare machine server and carries out BIOS data acquisition, multiple data acquisition protocols are used simultaneously, by system automatic determination uses data acquisition method, ensure that the most complete BIOS configuration item parameter is obtained, reduce manual participation manual data acquisition, by using BIOS template packing and encapsulating automation deployment method, unified generation standardization BIOS template, by system automatic deployment, without manual participation, speed up deployment time.
Owner:GUANGZHOU HEMING SOFTWARE TECH CO LTD

A method and apparatus for feasibility assessment

The embodiment of the present application provides a method and device for feasibility evaluation, which introduces at least one of the following information when the control device sends the first information for requesting the execution device to perform the feasibility evaluation on the first network demand information: the reservation demand information of the network resource corresponding to the first network demand information, the information feedback demand information of the network resource corresponding to the first network demand information, and the modification suggestion feedback demand information of the first network demand information. Through the above method, the operator can reserve the required network resource, feed back the network resource of the service demand and provide the change suggestion for the service demand while performing the feasibility evaluation on the service quality, so that the application scenario of the feasibility evaluation is effectively widened, the success rate of the service issuing is further improved, and the service deployment time is reduced.
Owner:HUAWEI TECH CO LTD

Efficient software release management and deployment

A method performed by one or more computers for managing software distribution, comprising assigning computing devices into batches based on a plurality of criteria, including a software environment and a virtual machine cluster; obtaining a deployment schedule that associates each software release with a deployment date for each batch; generating a release scope list that indicates, for each computing device, an associated user account and a local deployment time from the deployment schedule; resolving conflicts in the deployment schedule to generate an updated deployment schedule based on the release scope list; deploying one or more software releases to the computing devices; transmitting a script to one or more of the computing devices, instructing determining a current status of any user account logged into the computing device and a message display type based on the current status, the message enabling installation of a software release of the one or more software releases.
Owner:MORGAN STANLEY SERVICES GROUP INC

A model scheduling method, system and electronic device

The application discloses a model scheduling method and system and electronic equipment, and relates to the technical field of artificial intelligence. When model deployment is needed, a first model scheduling instance is used to realize rapid deployment of a target model. In the process of responding to a model calling request of the target model based on the first model scheduling instance, if the target model enters a high load mode, that is, a hot state switching condition is met, the target model is deployed based on a second model scheduling instance, and after the second model scheduling instance completes the deployment of the target model, the model calling request of the target model is responded to based on the second model scheduling instance. In this way, the model deployment time is shortened, and the utilization rate of model calculation resources is improved.
Owner:INSPUR SUZHOU INTELLIGENT TECH CO LTD

A cross-platform operating system upgrade patch automatic deployment method and system

This invention discloses a cross-platform operating system upgrade patch automatic deployment method and system, relating to the field of operating system patch management technology. The method includes analyzing patch dependencies and dynamically adjusting the deployment order; performing isolated deployment based on containerization technology; and real-time monitoring of the status of each container, providing real-time monitoring and feedback optimization of the deployment results. The method described in this invention achieves precise control over patch deployment in complex heterogeneous environments, reducing the failure rate caused by dependency conflicts, while also reducing deployment time, improving system stability and reliability, ensuring the independence of patches, and avoiding system crashes due to patch incompatibility or failure. While improving deployment efficiency, it achieves efficient container isolation and a highly compatible patch deployment process, enhancing the system's autonomous adaptability and long-term stability, and providing strong technical support for complex and ever-changing patch deployment scenarios.
Owner:GUIZHOU POWER GRID CO LTD

Multi-dimensional performance evaluation method and system for computing power server

The invention discloses a multi-dimensional performance evaluation method and system for a computing power server, and relates to the field of server performance data analysis. According to the multi-dimensional performance evaluation method and system for the computing power server, existing computing power server resources are constructed into a single server system, a server cluster system and a server distributed system; selecting a server system most suitable for running the task according to the characteristics of the test task, and selecting an optimal value from four dimension indexes of deployment time consumption, running time consumption, upgrading time consumption and unloading time consumption to evaluate the performance of the existing computing power server; comprehensiveness of performance testing and full utilization of existing resources are achieved, and the final evaluation result can reflect the optimal performance state which can be achieved under the existing computing power server resource condition; and the accuracy of the performance test is improved.
Owner:BEIJING ALLIANZ TECH CO LTD +1

Business system automatic deployment method, device, equipment and medium

The invention provides an automatic deployment method and device for a service system, equipment and a medium, and relates to the technical field of automatic deployment, and the method comprises the steps: reading and executing a deployment script; the deployment script at least comprises an infrastructure service deployment sub-script, a running environment deployment sub-script and a business system deployment sub-script; calling an infrastructure service deployment sub-script, and setting a basic environment required by the operation of the bearing service system on the target server to form at least one virtual machine; calling a running environment deployment sub-script, and setting services required for running the business system on each virtual machine; and calling the service system deployment sub-script, and setting functions provided by the operation of the service system on the Kubernetes cluster to complete the deployment of the service system. According to the technical scheme, one-key automatic deployment is completed through the script integration deployment step, the deployment time is greatly shortened, the deployment delivery efficiency is improved, and then the operation and maintenance cost is reduced.
Owner:BEIJING SHUYAN TECH CO LTD

A multi-dimensional performance evaluation method and system for a computing power server

This invention discloses a multi-dimensional performance evaluation method and system for computing servers, relating to the field of server performance data analysis. By constructing existing computing server resources into single server systems, server cluster systems, and distributed server systems, this invention selects the most suitable server system for running the test task based on its characteristics during performance testing. It then evaluates the performance of existing computing servers by selecting the optimal value from four dimensions: deployment time, running time, upgrade time, and uninstallation time. This achieves comprehensive performance testing and full utilization of existing resources, ensuring that the final evaluation results reflect the best performance achievable under existing computing server resource conditions, thus improving the accuracy of performance testing.
Owner:BEIJING ALLIANZ TECH CO LTD +1

Serial number generation for stateless cloud certificate authority

A system associated with a public key infrastructure certificate framework in a cloud computing environment may include a certificate authority data store that contains information about a plurality of certificate authority instances (with each certificate authority instance being associated with an instance index and an instance deployment time). A certificate authority server, coupled to the certificate authority data store, may retrieve an instance index and instance deployment time from the certificate authority data store. The certificate authority server may then determine a current certificate identifier generation timestamp. A unique certificate identifier for a public key certificate is generated by the certificate authority server based on a deterministic creation algorithm, the instance index, the instance deployment time, and the certificate identifier generation timestamp. The public key certificate can then be issued using the unique certificate identifier.
Owner:SAP SE

A real-time virtual machine deployment method and system based on a buffer queue ant colony algorithm

The present application relates to cloud computing resource scheduling technical field, especially in a kind of real-time virtual machine deployment method and system based on buffer queue ant colony algorithm, comprising: complete computing period is divided into several sub-periods, each sub-period includes scheduling time period and deployment time period;In scheduling time period, the optimal deployment result of current sub-period is solved using buffer queue ant colony algorithm;In deployment time period, according to the optimal deployment result of current sub-period, virtual machine is deployed.The present application can significantly reduce the number of working servers in different scale scenarios and improve resource utilization, effectively solve the energy consumption optimization and resource balance problem under the real-time load of cloud computing.
Owner:JIANGNAN UNIV

A fast-deployable material flow and conveying system between workstations and its deployment method

The present invention belongs to the technical field of cup manufacturing, and in particular, relates to a method for deploying a material flow conveying system between each station that can be deployed quickly, comprising the following steps: S1: deploying processing equipment at each station in a linear arrangement, installing grabbing components for rotating and grabbing workpieces on both sides of each processing equipment, with a rotation radius of R, and a spacing distance H between grabbing components on the adjacent sides of two adjacent processing equipment at the time of deployment, and the spacing distance H can be any value within the standard range; S2: using a measuring and marking tool to measure the spacing distance H between grabbing components on the adjacent sides of two adjacent processing equipment at the station, and deploying a transfer component for rotating and transferring workpieces at the midpoint; S3: calculating a compensation distance D=H‑2*R, adjusting a distance of length D through a fine-tuning tool, and using the fine-tuning tool after adjustment as a standard tool to adjust the value of the distance d of two positioning fixtures to D. The present invention can save the deployment time of the system, and in addition, the positioning fixtures can be radially fixed during deployment.
Owner:陈太华

Cloud-edge collaborative time series data timeline alignment method, system, device and medium

This application provides a method, system, device, and medium for aligning time-series data in a cloud-edge collaborative manner, belonging to the field of cloud-edge collaboration technology. The method includes deploying a time-series generation microservice in the cloud or on a central server; constructing multiple edge acquisition and storage integrated microservices for various data acquisition protocols and deploying them to corresponding edge hardware devices; each edge acquisition and storage integrated microservice collecting time-series data from industrial IoT devices; subscribing to a unified time-series message; the time-series generation microservice sending a message containing a unified timestamp and storage instructions to the edge acquisition and storage integrated microservice via a message queue; comparing the message with the local timestamp; if the timestamp difference is within the allowable error range, formatting the collected time-series data using the unified timestamp and storing it in a database; if it exceeds the allowable error range, executing a preset error handling process. This application's technical solution can solve the problem of low time-series alignment efficiency in high-frequency, multi-location scenarios with large data volumes.
Owner:INSPUR GENERSOFT CO LTD

Service warehouse storage and reference method and system based on componentization mode

The application relates to the technical field of data processing, and discloses a service warehouse storage and reference method and system based on a componentization mode, a double-track view warehouse containing a template view warehouse and a standard view warehouse is constructed, a development requirement set is generated by extracting a time period and content requirement of a development task, a benchmark data set is established based on component deployment information of a previous period, an optimal storage and reference strategy is solved by combining storage, dependency and scheduling quantity constraints and taking the minimum service component deployment times as the target, and finally, the double warehouse is controlled to execute storage and reference, so that efficient management of the componentized service warehouse is realized. Therefore, through the setting of the double-track view warehouse, the application can effectively solve the component scheduling confusion problem caused by limited warehouse storage, dynamic component requirement change and complex dependency relationship in the MBSE development, realize fine planning and efficient reuse of component storage, reduce resource consumption of component update scheduling, and improve cross-team development efficiency.
Owner:GHOSTCLOUD

Distributed computing dependency management system

The present disclosure relates to a distributed computing dependency management system. Various methods and systems for implementing dependency management for infrastructure are provided. A dependency service manager of the dependency management system includes multiple dependency management system components that facilitate automatic discovery and analysis of data to generate dependency data. The dependency data includes dependencies and subordination relationships of dependency service tenants as tenant services of the infrastructure. The dependency data is generated based on data retrieved by multiple collectors. The collectors from the multiple collectors are agents that retrieve data associated with the dependency service tenants based on corresponding collection time attributes of the collectors. The collectors access the data used to generate the dependency data at one of the following collection times: design time, deployment time, and runtime. The generated dependency data is then stored in a data repository and transmitted to a dependency service interface for users to access the dependency data.
Owner:MICROSOFT TECHNOLOGY LICENSING LLC