WO2019231417A1 - A system optimizing use of client source for communication in data gathering services - Google Patents

A system optimizing use of client source for communication in data gathering services Download PDF

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Publication number
WO2019231417A1
WO2019231417A1 PCT/TR2018/050820 TR2018050820W WO2019231417A1 WO 2019231417 A1 WO2019231417 A1 WO 2019231417A1 TR 2018050820 W TR2018050820 W TR 2018050820W WO 2019231417 A1 WO2019231417 A1 WO 2019231417A1
Authority
WO
WIPO (PCT)
Prior art keywords
connection
unit
devices
connections
server
Prior art date
Application number
PCT/TR2018/050820
Other languages
French (fr)
Inventor
Alper SEZEN
Original Assignee
Turkcell Teknoloji Arastirma Ve Gelistirme Anonim Sirketi
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Turkcell Teknoloji Arastirma Ve Gelistirme Anonim Sirketi filed Critical Turkcell Teknoloji Arastirma Ve Gelistirme Anonim Sirketi
Publication of WO2019231417A1 publication Critical patent/WO2019231417A1/en

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/142—Network analysis or design using statistical or mathematical methods
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
    • H04L43/0811—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking connectivity
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466—Performance evaluation by tracing or monitoring
    • G06F11/3476—Data logging

Definitions

  • the present invention relates to a system which comprises solution techniques such as analysing general resources and server client connections of the server where the service requiring multiple connection runs, by means of machine learning techniques continuously; parking the connections detected as problematic; suspending them temporarily and prepares problem reports.
  • Data gathering systems enables to gather and save all kinds of client outputs in projects to be gathered single or multi-channel.
  • Data gathering systems have characteristics such that they can be controlled by servers remotely and can transfer real-time records to the center. It has been started to produce different solutions for problems between server and processor upon increase of use of data gathering systems. These solutions are generated for bad connections or malicious connections however low connection states are not taken into account.
  • the United States patent document no. US20030145101 discloses a method that can be implemented when the system is under attack.
  • the invention increases resource consumption of the system, bring it to the maximum limit and makes it non-functional. Thus, it creates a solution against attacks.
  • the inventive method does not aim to reduce consumption of resource existing in the main flow of the system.
  • the invention stated in the United States patent document no. US9525701 discloses a method for resource use in embedded systems with low RAM capacity. The invention aims to reduce the size of the package being carried in networks by means of an algorithm in order to optimize resource use.
  • An objective of the present invention is to realize a system which comprises solution techniques such as analysing general resources and server client connections of the server where the service requiring multiple connection runs, by means of machine learning techniques continuously; parking the connections detected as problematic; suspending them temporarily and prepares problem reports.
  • Figure 1 is a schematic view of the inventive system.
  • Connection unit 23 Connection unit 231. Connection database
  • the system (1) optimizing use of client source for communication in data gathering services comprises:
  • At least one server (2) which receives, stores the data incoming from the devices (C) and realizes requests of the devices (C); - at least one data gathering unit (21) which is located within the server (2) and gathers the data incoming from different devices (C); at least one source database (22) which is located within the server (2) and stores the data gathered by the data gathering unit (21); at least one connection unit (23) which is located within the server (2) and analyses the connections established between the devices (C) and the server (2) in accordance with the information that it receives from the source database (22);
  • connection database (231) which is located within the connection unit (23) and stores the information of the connections established between the devices (C) and the server (2); at least one reporting unit (24) which is located within the server (2) and creates report by processing the analyses made by the connection unit (23).
  • the server (2) is a unit which communicates with the devices (C) by combining different network resources.
  • the server (2) is a unit which shares the data stored on itself with the devices (C) and realizes requests of the devices (C).
  • the server (2) comprises the data gathering unit (21), the source database (22), the connection unit (23) and the reporting unit (24).
  • the data gathering unit (21) is a unit which lists the devices whereto the server (2) can connect by means of TCP/IP and UDP protocols periodically.
  • the data gathering unit (21) gathers the data incoming to the point of connection in accordance with requests of different devices (C). Requests comprise demand of a device (C) for an information kept on another device (C) or an information kept on the server (2).
  • the data gathering unit (21) transmits the list of devices (C) whereto the server (2) can connect and the data incoming to the point of connection to the source database (22) for storing. Similarly, it can also receive the other information stored in the source database (22).
  • the source database (22) is a unit which stores the list -that is updated by the data gathering unit (21) periodically- of devices (C) whereto the server (2) can connect, the data incoming from different devices (C) and the data sent by the data gathering unit (21).
  • the connection unit (23) is a unit which receives the general information about the current connections located on the source database (22).
  • the connection unit (23) analyses connections according to the list of current devices (C) received. It marks whether connections are successful or not according to data flow by categorizing the connections whether they are TCP/IP or UDP.
  • connection database (231) is a unit which is located within the connection unit (23) and its end of connection analysis are updated by the connection unit (23).
  • the connection database (231) keeps the information about the connections as time, quality and number of repetition.
  • connection unit (23) analyses quality of the device (C) source according to the information of repetition stored in the connection database (231). Number of successful connections and number of unsuccessful connections are analysed and transmitted to the connection database (231) so as to be restored.
  • the reporting unit (24) is a unit which receives connection analyses of the device (C) sent by the connection unit (23).
  • the reporting unit (24) is a unit which informs host system administrators by creating connection reports in accordance with analyses.
  • the reporting unit (24) can suggest parking the connection for a specific period of time according to number that connections may fail. Parking period of connections among the devices (C) is detected according to the number of successful connection.
  • the reporting unit (24) can suggest a complete disconnection by reporting the devices (C) that it cannot establish connection or get a response over a period determined.
  • the reporting unit (24) analyses critical problems for the connections established with the devices (C) by using machine learning techniques and transmits their possible reasons and sample solutions to the host system administrator.
  • the reporting unit (24) transmits to the host system administrator that the use of resources must be reduced, the maximum connection capacity is reached and the optimum operating status of the data gathering system.
  • the reporting unit (24) can analyse parking periods of connections by means of machine learning techniques according to the number of re-establishing successful connection in the past.

Abstract

The present invention relates to a system which comprises solution techniques such as analysing general resources and server client connections of the server where the service requiring multiple connection runs, by means of machine learning techniques continuously; parking the connections detected as problematic; suspending them temporarily and prepares problem reports.

Description

A SYSTEM OPTIMIZING USE OF CLIENT SOURCE FOR
COMMUNICATION IN DATA GATHERING SERVICES
Technical Field
The present invention relates to a system which comprises solution techniques such as analysing general resources and server client connections of the server where the service requiring multiple connection runs, by means of machine learning techniques continuously; parking the connections detected as problematic; suspending them temporarily and prepares problem reports.
Background of the Invention
Data gathering systems enables to gather and save all kinds of client outputs in projects to be gathered single or multi-channel. Data gathering systems have characteristics such that they can be controlled by servers remotely and can transfer real-time records to the center. It has been started to produce different solutions for problems between server and processor upon increase of use of data gathering systems. These solutions are generated for bad connections or malicious connections however low connection states are not taken into account.
The United States patent document no. US20030145101, an application in the state of the art, discloses a method that can be implemented when the system is under attack. The invention increases resource consumption of the system, bring it to the maximum limit and makes it non-functional. Thus, it creates a solution against attacks. The inventive method does not aim to reduce consumption of resource existing in the main flow of the system. The invention stated in the United States patent document no. US9525701, another application in the state of the art, discloses a method for resource use in embedded systems with low RAM capacity. The invention aims to reduce the size of the package being carried in networks by means of an algorithm in order to optimize resource use.
Summary of the Invention
An objective of the present invention is to realize a system which comprises solution techniques such as analysing general resources and server client connections of the server where the service requiring multiple connection runs, by means of machine learning techniques continuously; parking the connections detected as problematic; suspending them temporarily and prepares problem reports.
Detailed Description of the Invention
“A System Optimizing Use of Client Source for Communication in Data Gathering Services” realized to fulfil the objective of the present invention is shown in the figure attached, in which:
Figure 1 is a schematic view of the inventive system.
The components illustrated in the figure are individually numbered, where the numbers refer to the following:
1. System
2. Server
21. Data gathering unit
22. Source database
23. Connection unit 231. Connection database
24. Reporting unit
C. Device
The system (1) optimizing use of client source for communication in data gathering services comprises:
at least one server (2) which receives, stores the data incoming from the devices (C) and realizes requests of the devices (C); - at least one data gathering unit (21) which is located within the server (2) and gathers the data incoming from different devices (C); at least one source database (22) which is located within the server (2) and stores the data gathered by the data gathering unit (21); at least one connection unit (23) which is located within the server (2) and analyses the connections established between the devices (C) and the server (2) in accordance with the information that it receives from the source database (22);
at least one connection database (231) which is located within the connection unit (23) and stores the information of the connections established between the devices (C) and the server (2); at least one reporting unit (24) which is located within the server (2) and creates report by processing the analyses made by the connection unit (23). The server (2) is a unit which communicates with the devices (C) by combining different network resources. The server (2) is a unit which shares the data stored on itself with the devices (C) and realizes requests of the devices (C). The server (2) comprises the data gathering unit (21), the source database (22), the connection unit (23) and the reporting unit (24). The data gathering unit (21) is a unit which lists the devices whereto the server (2) can connect by means of TCP/IP and UDP protocols periodically. The data gathering unit (21) gathers the data incoming to the point of connection in accordance with requests of different devices (C). Requests comprise demand of a device (C) for an information kept on another device (C) or an information kept on the server (2).
The data gathering unit (21) transmits the list of devices (C) whereto the server (2) can connect and the data incoming to the point of connection to the source database (22) for storing. Similarly, it can also receive the other information stored in the source database (22).
The source database (22) is a unit which stores the list -that is updated by the data gathering unit (21) periodically- of devices (C) whereto the server (2) can connect, the data incoming from different devices (C) and the data sent by the data gathering unit (21).
The connection unit (23) is a unit which receives the general information about the current connections located on the source database (22). The connection unit (23) analyses connections according to the list of current devices (C) received. It marks whether connections are successful or not according to data flow by categorizing the connections whether they are TCP/IP or UDP.
The connection database (231) is a unit which is located within the connection unit (23) and its end of connection analysis are updated by the connection unit (23). The connection database (231) keeps the information about the connections as time, quality and number of repetition.
The connection unit (23) analyses quality of the device (C) source according to the information of repetition stored in the connection database (231). Number of successful connections and number of unsuccessful connections are analysed and transmitted to the connection database (231) so as to be restored.
The reporting unit (24) is a unit which receives connection analyses of the device (C) sent by the connection unit (23). The reporting unit (24) is a unit which informs host system administrators by creating connection reports in accordance with analyses. The reporting unit (24) can suggest parking the connection for a specific period of time according to number that connections may fail. Parking period of connections among the devices (C) is detected according to the number of successful connection. The reporting unit (24) can suggest a complete disconnection by reporting the devices (C) that it cannot establish connection or get a response over a period determined.
In one embodiment of the invention, the reporting unit (24) analyses critical problems for the connections established with the devices (C) by using machine learning techniques and transmits their possible reasons and sample solutions to the host system administrator.
The reporting unit (24) transmits to the host system administrator that the use of resources must be reduced, the maximum connection capacity is reached and the optimum operating status of the data gathering system.
In another embodiment of the invention, the reporting unit (24) can analyse parking periods of connections by means of machine learning techniques according to the number of re-establishing successful connection in the past.
Within these basic concepts; it is possible to develop various embodiments of the inventive system (1); the invention cannot be limited to examples disclosed herein and it is essentially according to claims.

Claims

1. A system (1) optimizing use of client source for communication in data gathering services; comprising
at least one server (2) which receives, stores the data incoming from the devices (C) and realizes requests of the devices (C);
at least one data gathering unit (21);
at least one source database (22);
at least one connection unit (23);
at least one connection database (231);
at least one reporting unit (24);
and characterized by
at least one data gathering unit (21) which is located within the server (2) and gathers the data incoming from different devices (C); at least one source database (22) which is located within the server (2) and stores the data gathered by the data gathering unit (21); at least one connection unit (23) which is located within the server (2) and analyses the connections established between the devices (C) and the server (2) in accordance with the information that it receives from the source database (22);
at least one connection database (231) which is located within the connection unit (23) and stores the information of the connections established between the devices (C) and the server (2);
at least one reporting unit (24) which is located within the server (2) and creates report by processing the analyses made by the connection unit (23).
2. A system (1) according to Claim 1; characterized by the data gathering unit (21) which is a unit that lists the devices (C) whereto the server (2) can connect by means of TCP/IP and UDP protocols periodically.
3. A system (1) according to Claim 2; characterized by the data gathering unit (21) which gathers the data incoming to the point of connection in accordance with requests of different devices (C).
4. A system (1) according to Claim 2; characterized by the data gathering unit (21) which transmits the list of devices (C) whereto the server (2) can connect and the data incoming to the point of connection to the source database (22) for storing.
5. A system (1) according to Claim 2; characterized by the data gathering unit (21) which receives the information stored in the database (22) in accordance with requests of the devices (C) and transmits them to the devices (C).
6. A system (1) according to Claim 1; characterized by the source database (22) which stores the list -that is updated by the data gathering unit (21) periodically- of devices (C) whereto the server (2) can connect, the data incoming from different devices (C) and the data sent by the data gathering unit (21).
7. A system (1) according to Claim 1; characterized by the connection unit (23) which receives the general information about the current connections located on the source database (22).
8. A system (1) according to Claim 7; characterized by the connection unit (23) which analyses connections according to the list of current devices (C) received.
9. A system (1) according to Claim 7; characterized by the connection unit (23) which marks whether connections are successful or not according to data flow by categorizing the connections whether they are TCP/IP or UDP.
10. A system (1) according to Claim 1; characterized by the connection database (231) which is located within the connection unit (23) and its end of connection analysis are updated by the connection unit (23).
11. A system (1) according to Claim 10; characterized by the connection database (231) which keeps the information about the connections as time, quality and number of repetition.
12. A system (1) according to Claim 7; characterized by the connection unit (23) which analyses quality of the device (C) source according to the information of repetition stored in the connection database (231).
13. A system (1) according to Claim 7; characterized by the connection unit (23) which analyses number of successful connections and number of unsuccessful connections and transmits them to the connection database (231) so as to be restored.
14. A system (1) according to Claim 14; characterized by the reporting unit (24) which can suggest parking the connection for a specific period of time according to number that connections may fail.
15. A system (1) according to Claim 14; characterized by the reporting unit (24) which detects parking period of connections among the devices (C) according to the number of successful connection.
16. A system (1) according to Claim 14; characterized by the reporting unit (24) which can suggest a complete disconnection by reporting the devices (C) that it cannot establish connection or get a response over a period determined by the server (2).
17. A system (1) according to Claim 14; characterized by the reporting unit (24) which analyses critical problems for the connections established with the devices (C) by using machine learning techniques and transmits their possible reasons and sample solutions to the host system administrator.
18. A system (1) according to Claim 14; characterized by the reporting unit (24) which analyses parking periods of connections by means of machine learning techniques according to the number of re-establishing successful connection in the past.
PCT/TR2018/050820 2017-12-18 2018-12-18 A system optimizing use of client source for communication in data gathering services WO2019231417A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
TR2017/20597 2017-12-18
TR201720597 2017-12-18

Publications (1)

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WO2019231417A1 true WO2019231417A1 (en) 2019-12-05

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20010028500A (en) * 1999-09-21 2001-04-06 서평원 Multi-Access Module And Method In TCP/IP Server/Client
CN103870297A (en) * 2012-12-14 2014-06-18 北京华胜天成科技股份有限公司 Performance data collection system and method of virtual machine in cloud computing environment
WO2015146381A1 (en) * 2014-03-28 2015-10-01 アズビル株式会社 Data collection system
JP5942734B2 (en) * 2012-09-20 2016-06-29 沖電気工業株式会社 Data collection system, data collection method, adjacent information management server, and program
US20160315993A1 (en) * 2014-06-27 2016-10-27 Agora Lab, Inc. Systems and methods for optimization of transmission of real-time data via network labeling

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20010028500A (en) * 1999-09-21 2001-04-06 서평원 Multi-Access Module And Method In TCP/IP Server/Client
JP5942734B2 (en) * 2012-09-20 2016-06-29 沖電気工業株式会社 Data collection system, data collection method, adjacent information management server, and program
CN103870297A (en) * 2012-12-14 2014-06-18 北京华胜天成科技股份有限公司 Performance data collection system and method of virtual machine in cloud computing environment
WO2015146381A1 (en) * 2014-03-28 2015-10-01 アズビル株式会社 Data collection system
US20160315993A1 (en) * 2014-06-27 2016-10-27 Agora Lab, Inc. Systems and methods for optimization of transmission of real-time data via network labeling

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