Adaptation of reference architecture documents across clouds
The illustrative embodiments provide for adaptation of reference architecture documents across clouds. An embodiment includes loading a reference architecture document. The embodiment also includes populating a knowledge repository corpus where the knowledge repository corpus includes data from information technology (IT) products, cloud services, and integrations stored with associated metadata about functionalities. The IT products, the cloud services, and the integrations are stored with metadata. The embodiment also includes classifying, using an incident analysis module, the service incidents based on the reference architecture document. The embodiment also includes detecting flaws in the reference architecture document based on the classified service incidents. The embodiment also includes creating a weighted graph of the cloud services. The embodiment also includes traversing the weighted graph and creating an adapted reference architecture based on the traversed weighted graph.
1 . A computer-implemented method comprising:
loading a reference architecture document;
populating a knowledge repository corpus wherein the knowledge repository corpus comprises data from information technology (IT) products, cloud services, and integrations, wherein the IT products, the cloud services, and the integrations are stored with metadata;
detecting service incidents by the IT products;
classifying, using an incident analysis module, the service incidents based on the reference architecture document;
detecting flaws in the reference architecture document based on the classified service incidents;
creating a weighted graph, using the knowledge repository and the classified service incidents, of the cloud services; and
traversing the weighted graph and creating an adapted reference architecture document based on the traversed weighted graph.
2 . The computer-implemented method of claim 1 , wherein the reference architecture may include multiple cloud services.
3 . The computer-implemented method of claim 1 , wherein the reference architecture document may include one cloud service.
4 . The computer-implemented method of claim 1 , wherein the knowledge repository corpus comprises a record of the service incidents from a previous year.
5 . The computer-implemented method of claim 1 , wherein the knowledge repository is updated during an operation of a business.
6 . The computer-implemented method of claim 1 , further comprising computing cost, using a network flow optimization algorithm, of changing the reference architecture document to a different cloud service.
7 . The computer-implemented method of claim 1 , further comprising adding to the knowledge repository corpus with operational data.
8 . The computer-implemented method of claim 1 , further comprising receiving requests from a user to make changes to the reference architecture document.
9 . The computer-implemented method of claim 1 , further comprising:
analyzing a new service incident from a new business user;
identifying an IT product from which the new service incident was submitted; and
recommending a change to be applied to the reference architecture document.
10 . A computer program product comprising one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by a processor to cause the processor to perform operations comprising:
loading a reference architecture document;
populating a knowledge repository corpus wherein the knowledge repository corpus comprises data from information technology (IT) products, cloud services, and integrations wherein the IT products, the cloud services, and the integrations are stored with metadata;
detecting service incidents by the IT products;
classifying, using an incident analysis module, the service incidents based on the reference architecture document;
detecting flaws in the reference architecture document based on the classified service incidents;
creating a weighted graph, using the knowledge repository corpus and the classified service incidents, of the cloud services; and
traversing the weighted graph and creating an adapted reference architecture document based on the traversed weighted graph.
11 . The computer program product of claim 10 , wherein the stored program instructions are stored in a computer readable storage device in a data processing system, and wherein the stored program instructions are transferred over a network from a remote data processing system.
12 . The computer program product of claim 10 , wherein the stored program instructions are stored in a computer readable storage device in a server data processing system, and wherein the stored program instructions are downloaded in response to a request over a network to a remote data processing system for use in a computer readable storage device associated with the remote data processing system, further comprising:
computing cost, using a network flow optimization algorithm, of changing the reference architecture document to a different cloud service.
13 . The computer program product of claim 10 , wherein the reference architecture may include multiple cloud services.
14 . The computer program product claim 10 , wherein the reference architecture may include one cloud service.
15 . The computer program product claim 14 , wherein the knowledge repository is updated during an operation of a business.
16 . The computer program product claim 15 , further comprising adding to the knowledge repository corpus with operational data.
17 . A computer system comprising a processor and one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by the processor to cause the processor to perform operations comprising:
loading a reference architecture documents;
populating a knowledge repository corpus wherein the knowledge repository corpus comprises data from (information technology) IT products, cloud services, and integrations wherein the information technology (IT) products, the cloud services, and the integrations are stored with metadata;
detecting service incidents by the different IT products/services;
classifying, using an incident analysis module, the service incidents based on the reference architecture document;
detecting flaws in the reference architecture document based on the classified service incidents;
creating a weighted graph, using the knowledge repository and classified service incidents, of the cloud services; and
traversing the weighted graph and creating an adapted reference architecture document based on the traversed weighted graph.
18 . The computer system of claim 17 , wherein the reference architecture may include multiple cloud services.
19 . The computer system of claim 17 , wherein the knowledge repository corpus comprises a record of the service incidents from a previous year.
20 . The computer system of claim 17 , computing cost, using a network flow optimization algorithm, of changing the reference architecture document to a different cloud service, further comprising adding to knowledge repository corpus with operational data.