A system that enables the provision of maintenance software and products for information technologies.

Abstract

This invention relates to a system (1) that enables the monitoring of all information technology services and infrastructures, the prediction of possible problems with artificial intelligence algorithms, the taking of necessary actions, the implementation of measures with automations and the notification of relevant units.

Description

1 TARIFF MAINTENANCE SOFTWARE FOR INFORMATION TECHNOLOGIES AND A SYSTEM THAT ENABLES THE DELIVERY OF THE PRODUCT. Technical Area 5 This invention enables the monitoring of all information technology services and infrastructures, Predicting potential problems using artificial intelligence algorithms taking necessary actions, implementing automation and precautions It is related to a system that ensures the collection of information and informing the relevant units. 10 Previous Technique Today, we have complex systems with large volumes of data that utilize information technologies. services and customer products produced by all technology companies providing services As the number increases, infrastructure needs to be expanded, and therefore systems need to be redesigned. Management becomes more difficult. Without an automated control system, human intervention is essential. This factor is increasing, leading to delays and errors in solutions. Products that use similar techniques integrate logs from the resources they are connected to. Due to the variety of formats, data loss may occur. 20 Therefore, considering the studies and shortcomings in the current technique... when in place, all information technology services and infrastructures observing potential problems with artificial intelligence algorithms forecasting, taking necessary actions, and automation 25 taking precautions, using a dynamic structure to parse the logs, to prevent data loss during messaging and real-time data processing steps a system is needed that enables the use of tools that provide situational flow processing. It seems that it was heard. 2 Chinese patent CN116796256A, which falls under the known state of the art. The document describes the data analysis of the infrastructures of Internet of Things systems and This refers to a system that enables the detection of anomalies. In this invention, real observed data is analyzed by a machine learning model. 5. By comparing the predicted data, it is determined whether there is an anomaly in the network. This is determined by the machine learning model, which considers self-knowledge entropy / mutual knowledge. entropy model, CNN+Transformer model and LSTM+Transformer model It adopts a data analysis and anomaly detection system, mainly based on the proposed system. The data clustering module that performs the anomaly detection method, data size. It includes a reduction module, a machine learning module, and an anomaly detection module. 10 The method of the current invention can analyze large amounts of IoT data and Without labeling, anomalies in different sensor time series data can be quickly identified. It can detect and effectively solve the data explosion problem. Traditional Compared to previous methods, the present invention also has advantages in network topology. It can also automatically monitor abnormal situations caused by changes. 15 Another document included in the known state of the art is US2022255817A1. a machine specific to virtual network administration in a United States patent document numbered [number]. The text describes a system that enables anomaly detection based on learning. The invention in question produces a normal state when a service is provided normally. data and real-time data through a monitoring agent and a monitoring module anomalous state data generated through a fault injection method data is collected, the collected data is stored in a time series database, and to transmit monitoring data to determine if there is an abnormal situation a structured data collection unit and monitoring received from the data collection unit 25 preprocessing the data is necessary to detect an anomaly. extracting the feature and using the extracted data to detect anomalies. A data analysis unit is used, structured to send data to the model. Thus, the anomaly detection model processes the input data in real time. It analyzes to determine if there is an abnormal situation and if there is an abnormal 30 It notifies a network administrator when the situation occurs. 3 Brief Description of the Invention The aim of this invention is to enable all information technology services and infrastructures observing, identifying potential problems with artificial intelligence algorithms 5 prediction, taking necessary actions, through automation to ensure that measures are taken and that the relevant units are informed It is about implementing a developed system. Detailed Description of the Invention 10 The "Information Technologies" project was carried out to achieve the purpose of this invention. "A System Enabling the Provision of Maintenance Software and Product" is attached. This is shown in the figure; Figure 1 shows a schematic view of the system that is the subject of the invention. The parts shown in the figure are individually numbered, and these numbers correspond to... The corresponding answers are given below. 1. System 2. Source Database 3. Application 4. Messaging App 5. Storage Database 25 6. Main Server 7. Operation Server Monitoring of all information technology services and infrastructures, artificial intelligence using intelligence algorithms to predict potential problems, 30 taking the necessary actions, implementing automation and preventive measures, and 4 The invention was developed to ensure that the relevant units are informed. system (1); - on which all kinds of information technology services run platforms and infrastructure and project inputs are on record. at least one source database configured to hold (2), 5 - connect to the source database (2), source database (2) all kinds of information technology services run on it platforms and infrastructure and collecting project inputs and at least one application configured to transmit (3), - connect with application (3), 10 transmitted via application (3) all kinds of information technology services run on to access platforms and infrastructure and project inputs at least one messaging application configured (4), - real-time data processing, aggregate data processing, and this data keeping a record of the code in operation, meaningful data and outputs 15 keeping records is necessary because of the large volume of data flow. Distributed File System for easy access to stored data. at least one configured to be used as a storage area storage database (5), - connection with messaging application (4) and storage database (5) 20 to set up, any information via messaging application (4) platforms and infrastructures on which the technology service runs and extract all the data in the form of project inputs, on which Dynamic parsing process on raw data to perform, artificial intelligence on pre-processed data 25 running algorithms, taking action according to the method created. at least a system configured to generate output and transmit that output. a main server (6), - connect to the main server (6), the main server (6) created To ensure operational tasks are carried out according to action types, 30 tasks such as auto-actions, reporting, alarms, and monitoring. at least one operation server configured to run (7) It includes. The resource database (2) and the application (3) are included in the system (1) which is the subject of the invention. It is configured to establish a connection. The source database (2) contains every 5 platforms and infrastructures on which various information technology services run and It is structured to keep a record of the project's inputs. The application (3) in the system (1) which is the subject of the invention, with the source database (2) It is configured to establish a connection. Application (3), source database (2) 10 the platforms on which all kinds of information technology services run and to collect infrastructure and project inputs and to the messaging application (4) It is structured for transmission. The messaging application (4) included in the system (1) which is the subject of the invention, application (3) and 15 It is configured to establish a connection. Messaging application (4), on any information technology service transmitted via application (3) to access the platforms and infrastructure it runs on and the project's inputs It is being structured. The storage database (5) in the system (1) which is the subject of the invention, the main server (6) It is configured to establish a connection. Storage database (5), main server real-time data processing, aggregate data processing and these data transmitted via (6) It is configured to keep a record of the code being processed. Storage data The database (5) keeps a record of the meaningful data and outputs processed by the main server (6). keeping the data stored easy to access, given the high volume of data flow. Distributed File System (Hadoop Distributed File System - HDFS) It is configured to be used as a storage area. The invention is based on the system (1), the main server (6), the messaging application (4), 30 to connect to the storage database (5) and the operation server (7) 6 is configured. The main server (6) is configured via the messaging application (4) each platforms and infrastructures on which various information technology services run and It is configured to pull all data in the form of project inputs. Main server (6), performs dynamic parsing on raw data on it. It is configured to perform the parsing operation. Main server (6), parsing operation 5 before subjecting the necessary data to predictive artificial intelligence methods to process and obtain the matrix form of the data is configured. The main server (6) processes the pre-processed data. Running artificial intelligence algorithms produces an action output according to the method created. to generate and transmit these outputs to the operation server (7) 10 is configured. The main server (6) processes and generates meaningful data. It is configured to transmit to the storage database (5) for recording. In the system that is the subject of the invention, the operation server (7), the main server (6) and (1) It is configured to establish a connection. Operation server (7), main 15 operational tasks according to the types of actions created by the server (6) to ensure execution, in the form of auto-actions, reporting, alarms and monitoring It is configured to run the operations. Operation server (7), source data feedback to the base (2), application (3) and messaging application (4) to do this, in this way, to have intervened in a potential problem on one's own 20th It is being structured. Industrial application of the invention In the system in question (1) all information technology services and infrastructures 25 observing potential problems that may occur with artificial intelligence algorithms forecasting, taking necessary actions, implementing automations and precautions The necessary measures are taken and the relevant units are informed. Around these fundamental concepts, the subject of the invention is "A 30-Year Plan for Information Technologies". There is a lot about "A System that Enables the Provision of Maintenance Software and Product (1)". 7 It is possible to develop various applications, and the invention described herein It cannot be limited to examples; it is essentially as stated in the requests.

Claims

8 REQUESTS 1. Monitoring all information technology services and infrastructures, Predicting potential problems using artificial intelligence algorithms ensuring that necessary actions are taken, and automation is implemented. 5 to ensure that measures are taken and that the relevant units are informed developed for this purpose; - on which all kinds of information technology services run platforms and infrastructure and project inputs are on record. at least one source database configured to hold (2), 10 - connect to the source database (2), source database (2) all kinds of information technology services run on it platforms and infrastructure and collecting project inputs and at least one application configured to transmit (3), - connect with application (3), 15 transmitted via application (3) all kinds of information technology services run on to access platforms and infrastructure and project inputs at least one messaging application configured (4), - real-time data processing, aggregate data processing, and this data keeping a record of the code in operation, meaningful data and outputs 20 keeping records is necessary because of the large volume of data flow. Distributed File System for easy access to stored data. at least one configured to be used as a storage area containing storage database (5); - connection with messaging application (4) and storage database (5) 25 to set up, any information via messaging application (4) platforms and infrastructures on which the technology service runs and extract all the data in the form of project inputs, on which Dynamic parsing process on raw data to perform, artificial intelligence 30 on pre-processed data running algorithms, taking action according to the method created. 9 at least a system configured to generate output and transmit that output. a main server (6), - connect to the main server (6), the main server (6) created To ensure the execution of operational tasks according to action types. Automated actions, reporting, alarms, and monitoring are some of the tasks involved. with at least one operation server (7) configured to run a characterized system (1).

2. Resource database configured to connect with Application (3) A system like the one in Claim 1 characterized by (2) (1). 10 3. On which all kinds of information technology services run keeping a record of platforms and infrastructure and project inputs. Claim 1 is characterized by the source database structured as (2). or a system like in 2 (1). 15 4. Application configured to connect to the source database (2) (3) like any of the above-mentioned claims characterized by system (1).

5. All information technology services on the source database (2) the platforms and infrastructures on which it runs and the project's inputs configured to collect and transmit to the messaging application (4) any of the above requests characterized by application (3) a system like one of them (1). 25 6. Messaging configured to connect with Application (3) any of the above claims characterized by its application (4) a system like one of them (1).

7. Any information technology services transmitted via Application (3) the platforms and infrastructures on which it runs and the project's inputs characterized by the messaging application configured to access (4) a system like any of the above-mentioned requests (1).

8. Storage data configured to connect to the main server (6) any of the above claims characterized by base (5) such a system (1).

9. Real-time data processing transmitted with the main server (6), aggregate data 10 to keep a record of the operations and the code that processes this data the above characterized by the structured storage database (5) a system like any of the requests (1).

10. The meaningful data and outputs processed by the main server (6) are recorded. 15 keeping the stored data accessible due to the high volume of data flow For ease of use, it is in the form of a Distributed File System storage area. characterized by the storage database configured for use (5) a system like any of the above-mentioned requests (1).

11. Messaging application (4), storage database (5) and operation the main server (6) configured to connect with the server (7) as in any of the above characterized claims system (1).

12. All kinds of information technologies via messaging application (4) the platforms and infrastructures on which the service runs and the project inputs with the main server (6) configured to retrieve all data in the form of as in any of the above characterized claims system (1). 30 11 13. Dynamic parsing process on the raw data. characterized by the main server (6) configured to perform a system like any of the above requests (1).

14. After the separation process, the necessary data is fed into a predictive artificial intelligence method. pre-processing the data before subjecting it to further processing and obtaining the matrix form of the data. the above is characterized by the main server (6) which is configured to do so. a system like any of the requests (1).

15. Artificial intelligence algorithms on pre-processed data. to run, generate an action output according to the method created, and this main server configured to transmit outputs to operation server (7) (6) like any of the above-mentioned claims characterized by system (1). 15 16. Storage data for recording processed and generated meaningful data. characterized by the main server (6) configured to transmit to the base (5). a system like any of the above-mentioned requests (1).

17. Operation configured to connect to the main server (6) any of the above requests characterized by its server (7) a system like one of them (1).

18. Operational tasks according to the action types created by the main server (6) 25 to ensure execution, auto-actions, reporting, alarms and monitoring with the operation server (7) configured to carry out the tasks in this way as in any of the above characterized claims system (1). 12 19. To the source database (2), application (3) and messaging application (4) Providing accurate feedback will help you identify a potential problem on your own. with the operation server (7) configured to have intervened as in any of the above characterized claims system (1). 5 15 25

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