CN116170476B - Cloud service information management method and platform for medical relay teaching - Google Patents
Cloud service information management method and platform for medical relay teaching Download PDFInfo
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Abstract
The invention provides a cloud service information management method and platform for medical relay teaching. The cloud service information management method for medical relay teaching comprises the following steps: the medical teaching terminal stores the continuous education information generated in the operation process of the teaching service in real time, classifies the continuous education information and obtains various data information; the medical relay teaching terminal carries out data update index evaluation on different types of data information to obtain update evaluation parameters of each type of data information; selecting a server type adopted by data transmission by updating the comparison result of the evaluation parameter and the first, second and third evaluation parameter thresholds; and determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types.
Description
Technical Field
The invention discloses a cloud service information management method and platform for medical relay teaching, and belongs to the technical field of cloud management.
Background
Continuing medical education is a life-long education that is followed by post-graduation medical education, and is based on learning new theory, new knowledge, new technology, and new methods. Because the medical science is teaching in cloud service operation process, the cloud server needs to process all data information, therefore, the operation load of cloud server is great, however, the different frequency of updating of various data information of medical science is teaching the terminal leads to the data transmission frequency change great, and then further increases the operation load of cloud server, leads to the poor problem of cloud server operation stability to take place.
Disclosure of Invention
The invention provides a cloud service information management method and platform for medical relay teaching, which are used for solving the problem of poor running stability of a cloud server caused by larger running load of the cloud server in the prior art, and the adopted technical scheme is as follows:
a cloud service information management method for medical relay teaching, the cloud service information management method for medical relay teaching comprising:
the medical teaching terminal stores the continuous education information generated in the operation process of the teaching service in real time, classifies the continuous education information and obtains various data information;
the medical relay teaching terminal carries out data update index evaluation on different types of data information to obtain update evaluation parameters of each type of data information;
selecting a server type adopted by data transmission by updating the comparison result of the evaluation parameter and the first, second and third evaluation parameter thresholds; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
and determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types.
Further, the updated evaluation parameter is obtained by the following formula:
in the process, G j represent the firstjUpdating evaluation parameters corresponding to the data information of each type;C i represent the firstjThe data information of the type is in the firstiThe number of times of data update occurs per unit time, and when the number of times of data update per unit time is 0, let 1 +.C i The value range of =1 unit time is 12h-24h；ΔG j Representing the parameter compensation amount;mrepresent the firstjNumber of unit time of 0 number of updates of the data information of the individual type;W zi represent the firstiThe total data amount generated by the medical relay teaching terminal in unit time;W ij represent the firstjThe data information of the type is in the firstiThe amount of data generated per unit time.
Further, selecting a server type for data transmission by updating a comparison result of the evaluation parameter with the first evaluation parameter threshold, the second evaluation parameter threshold, and the third evaluation parameter threshold, includes:
extracting comparison results of the updated evaluation parameter and the first, second and third evaluation parameter thresholds;
determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server by utilizing the first virtual server aiming at the first data information;
determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server by utilizing the second virtual server aiming at the second data information;
determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server by utilizing the third virtual server aiming at the third data information;
and determining fourth data information according to the comparison result, and transmitting data to a cloud server by utilizing the cloud server aiming at the fourth data information.
Further, determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server by using the first virtual server for the first data information, including:
when the updated evaluation parameter exceeds a preset first evaluation parameter threshold value, type data information of which the updated evaluation parameter exceeds the preset first evaluation parameter threshold value is used as first data information;
and setting a first virtual server for the first data information, and transmitting the first data information to a cloud server for data management and storage by using the first server according to a first data transmission mode.
Further, determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server by using the second virtual server for the second data information, including:
when the updated evaluation parameter does not exceed the preset first evaluation parameter threshold value but exceeds the preset second evaluation parameter threshold value, the type data information of which the updated evaluation parameter does not exceed the preset first evaluation parameter threshold value but exceeds the preset second evaluation parameter threshold value is used as second data information;
and setting a second virtual server for the second data information, and transmitting the second data information to a cloud server for data management and storage by using the second server according to a second data transmission mode.
Further, determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server by using the third virtual server for the third data information, including:
when the updated evaluation parameter does not exceed the preset second evaluation parameter threshold value but exceeds the preset third evaluation parameter threshold value, the type data information of which the updated evaluation parameter does not exceed the preset second evaluation parameter threshold value but exceeds the preset third evaluation parameter threshold value is used as third data information;
and setting a third virtual server for the third data information, and transmitting the third data information to a cloud server for data management and storage by using the third server according to a third data transmission mode.
Further, determining fourth data information according to the comparison result, and transmitting data to a cloud server by using the cloud server for the fourth data information, including:
when the updated evaluation parameter does not exceed a preset third evaluation parameter threshold value, type data information of which the updated evaluation parameter does not exceed the preset third evaluation parameter threshold value is used as fourth data information;
and directly transmitting the fourth data information to a cloud server in real time through a cloud server for data management and storage.
Further, the first data transmission mode, the second data transmission mode and the third data transmission mode corresponding to the first virtual server, the second virtual server and the third virtual server are respectively as follows:
the first data transmission mode is: and aiming at the first data information, carrying out data transmission on the cloud service end according to the first data quantity as single data transmission data quantity, wherein the first data quantity is obtained through the following formula:
wherein, W 01 representing a first amount of data;W jx representing the corresponding updated data quantity when the data update times are the largest in the unit time of the j-th type of data information;
the second data transmission mode is: and aiming at second data information, carrying out data transmission on the cloud service end according to the second data amount as single data transmission data amount, wherein the second data amount is obtained through the following formula:
wherein, W 02 representing a second amount of data;G 2 representing a second evaluation parameter threshold;
the third data transmission mode is: and aiming at third data information, carrying out data transmission on the cloud service end according to the third data amount as single data transmission data amount, wherein the third data amount is obtained through the following formula:
wherein, W 03 representing a third data amount;G 3 representing a third evaluation parameter threshold.
Further, determining whether to shutdown the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types includes:
after the first virtual server, the second virtual server and/or the third virtual server are established, extracting type data information meeting the corresponding conditions for data transmission by adopting the first virtual server, the second virtual server and/or the third virtual server;
respectively utilizing the first virtual server, the second virtual server and/or the third virtual server to transmit data to the cloud server by adopting a corresponding data transmission mode for the type data information meeting the conditions;
when the data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server is not available, redundant data cleaning is carried out on the first virtual server, the second virtual server and/or the third virtual server, after the redundant data cleaning is carried out, the first virtual server, the second virtual server and/or the third virtual server is stopped until the type data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server appears again, and the first virtual server, the second virtual server and/or the third virtual server is started again.
A cloud service information management platform for medical relay teaching, the cloud service information management platform for medical relay teaching comprising:
the information classification module is used for storing continuous education information generated in the operation process of the follow-up teaching service in real time by the medical follow-up teaching terminal, classifying the continuous education information and obtaining various types of data information;
the parameter evaluation module is used for performing data update index evaluation on different types of data information by the medical relay teaching terminal and acquiring update evaluation parameters of each type of data information; the server determining module is used for selecting a server type adopted by data transmission through updating comparison results of the evaluation parameter and the first, second and third evaluation parameter thresholds; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
the server operation judging module is used for determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types.
The invention has the beneficial effects that:
according to the cloud service information management method and system for medical relay teaching, according to the data update frequency and the data update quantity of each different type of data information of the medical relay teaching terminal, the virtual servers (with different specifications of the first virtual server, the second virtual server and the third virtual server) which are independently aimed at the different data update frequencies and the data update quantities are established in the network system of the medical relay teaching terminal to perform data transmission of different data information, so that the data transmission load of the cloud server caused by overhigh data update frequency and overhigh speed can be effectively reduced, and further the data transmission efficiency and the data transmission stability are improved. Meanwhile, the data information meeting the server conditions of the virtual servers are subjected to targeted transmission through the virtual servers with different configurations, so that the stability and the data transmission efficiency of the different servers for data transmission can be effectively improved, and meanwhile, the data processing pressure of the cloud server can be shared to the greatest extent through the mode because the load of cloud service management operation borne by the cloud server is large, the operation reliability of the cloud server is improved, and the resource configuration space of the cloud server is saved.
Drawings
FIG. 1 is a flow chart of a cloud service information management method for medical relay teaching according to the present invention;
fig. 2 is a system block diagram of the cloud service information management platform for medical relay teaching according to the present invention.
Detailed Description
The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.
The embodiment of the invention provides a cloud service information management method for medical relay teaching, which is shown in fig. 1 and comprises the following steps:
s1, a medical teaching continuing terminal stores continuous education information generated in the operation process of teaching continuing service in real time, classifies the continuous education information and obtains various types of data information; the continuous education information comprises student information, teaching information, score assessment information and other teaching tasks and learning information generated in the course of the continuous teaching;
s2, the medical relay teaching terminal carries out data updating index evaluation on different types of data information, and updating evaluation parameters of each type of data information are obtained;
s3, selecting a server type adopted by data transmission through updating comparison results of the evaluation parameter and the first evaluation parameter threshold, the second evaluation parameter threshold and the third evaluation parameter threshold; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
s4, determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types.
Because different kinds of data information that medical science was teaching terminal produced, its data update change variation is very big, for example, student's real-time course information can be along with daily student course study state update, and the examination score then need carry out periodic update according to examination cycle, and teaching task information then carries out the update according to the cycle of learning period, or just can appear data update when teaching task changes, and student archival information then updates the frequency very low. Because the data information of various data types generated by the medical relay education terminal has larger data updating quantity and data updating times spread, when different data updating frequencies of different data types are mixed for data transmission, the operation load of the cloud server is increased by the rapid increase of the updating data frequency and the updating data quantity in a certain period, the operation stability of the cloud server is further reduced, and the problem that the data congestion causes the reduction of the transmission efficiency and the reliability of the updating data of the cloud server, and further the problem that the data of the cloud server is received poorly, so that the data loss is caused easily occurs.
According to the cloud service information management method for medical relay teaching, according to the data update frequency and the data update amount of each different type of data information of the medical relay teaching terminal, the data transmission of different data information can be carried out by establishing virtual servers (wherein the specifications of the first virtual server, the second virtual server and the third virtual server are different) which are independently aimed at the different data update frequencies and the data update amounts in the network system of the medical relay teaching terminal, so that the data transmission load of the cloud server caused by the overhigh data update frequency and the overhigh speed can be effectively reduced, and further the data transmission efficiency and the data transmission stability are improved. Meanwhile, the data information meeting the server conditions of the virtual servers are subjected to targeted transmission through the virtual servers with different configurations, so that the stability and the data transmission efficiency of the different servers for data transmission can be effectively improved, and meanwhile, the data processing pressure of the cloud server can be shared to the greatest extent through the mode because the load of cloud service management operation borne by the cloud server is large, the operation reliability of the cloud server is improved, and the resource configuration space of the cloud server is saved.
In one embodiment of the present invention, the updated evaluation parameter is obtained by the following formula:
wherein, G j represent the firstjUpdating evaluation parameters corresponding to the data information of each type;C i represent the firstjThe data information of the type is in the firstiThe number of times of data update occurs per unit time, and when the number of times of data update per unit time is 0, let 1 +.C i The value range of =1 unit time is 12h-24h；ΔG j Representing the parameter compensation amount;mrepresent the firstjNumber of unit time of 0 number of updates of the data information of the individual type;W zi represent the firstiThe total data amount generated by the medical relay teaching terminal in unit time;W ij represent the firstjThe data information of the type is in the firstiThe amount of data generated per unit time.
According to the method, the data information with different update frequencies can be screened out by combining the data finer times in unit time, meanwhile, the compensation parameters of the data update quantity are combined on the basis of the data update times in unit time, the evaluation accuracy and the evaluation pertinence of the update evaluation parameters on the update degree of the data information can be improved to the maximum extent, meanwhile, the update evaluation parameter change timeliness and the change evaluation significance when the update times of the data information and the update data quantity change can be effectively improved, the problem that the update evaluation parameters are not obvious along with the update times of the data information and the change degree of the update data quantity due to the unreasonable update evaluation parameter corresponding to the model setting, so that the screening of high timeliness and high accuracy cannot be carried out on various data information is solved, and the problem of screening and adjustment is solved.
On the other hand, the evaluation accuracy of the updated data degree of the data information is effectively improved through the mode, further the accuracy of subsequent screening classification and the accuracy of matching with the virtual server can be effectively improved, and further the stability and reliability of data transmission operation of the first virtual server, the second virtual server and the third virtual server are improved.
In one embodiment of the present invention, selecting a server type for data transmission by updating a comparison result of an evaluation parameter with a first evaluation parameter threshold, a second evaluation parameter threshold, and a third evaluation parameter threshold includes:
s301, extracting comparison results of the updated evaluation parameter and the first, second and third evaluation parameter thresholds;
s302, determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server by utilizing the first virtual server aiming at the first data information;
s303, determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server by utilizing the second virtual server aiming at the second data information;
s304, determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server by utilizing the third virtual server aiming at the third data information;
and S305, determining fourth data information according to the comparison result, and transmitting data to a cloud server by utilizing the cloud server aiming at the fourth data information.
Specifically, determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server by using the first virtual server for the first data information, including:
s3021, when the updated evaluation parameter exceeds a preset first evaluation parameter threshold, using type data information of which the updated evaluation parameter exceeds the preset first evaluation parameter threshold as first data information;
s3022, setting a first virtual server for the first data information, and transmitting the first data information to a cloud server for data management and storage by using the first server according to a first data transmission mode.
Determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server by using the second virtual server for the second data information, wherein the method comprises the following steps:
s3031, when the updated evaluation parameter does not exceed a preset first evaluation parameter threshold value but exceeds a preset second evaluation parameter threshold value, using type data information of which the updated evaluation parameter does not exceed the preset first evaluation parameter threshold value but exceeds the preset second evaluation parameter threshold value as second data information;
s3032, a second virtual server is set for the second data information, and the second data information is transmitted to a cloud server for data management and storage by the second server according to a second data transmission mode.
Determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server by using the third virtual server for the third data information, wherein the method comprises the following steps:
s3041, when the updated evaluation parameter does not exceed a preset second evaluation parameter threshold value but exceeds a preset third evaluation parameter threshold value, taking type data information of which the updated evaluation parameter does not exceed the preset second evaluation parameter threshold value but exceeds the preset third evaluation parameter threshold value as third data information;
s3042, setting a third virtual server for the third data information, and transmitting the third data information to a cloud server for data management and storage by using the third server according to a third data transmission mode.
Determining fourth data information according to the comparison result, and transmitting data to a cloud server by using the cloud server for the fourth data information, wherein the method comprises the following steps:
s3051, when the updated evaluation parameter does not exceed a preset third evaluation parameter threshold value, using type data information of which the updated evaluation parameter does not exceed the preset third evaluation parameter threshold value as fourth data information;
and S3052, directly transmitting the fourth data information to a cloud server through a cloud server in real time for data management and storage.
By establishing the virtual servers (wherein the specifications of the first virtual server, the second virtual server and the third virtual server are different) which are independently aimed at different data updating frequencies and data updating amounts in the network system of the medical relay teaching terminal, the data transmission of different data information can be carried out, the data transmission load of the cloud server can be effectively reduced, and the data transmission efficiency and the data transmission stability can be further improved. Meanwhile, the data information meeting the server conditions of the virtual servers are subjected to targeted transmission through the virtual servers with different configurations, so that the stability and the data transmission efficiency of the different servers for data transmission can be effectively improved, and meanwhile, the data processing pressure of the cloud server can be shared to the greatest extent through the mode because the load of cloud service management operation borne by the cloud server is large, the operation reliability of the cloud server is improved, and the resource configuration space of the cloud server is saved.
In one embodiment of the present invention, the first data transmission mode, the second data transmission mode and the third data transmission mode corresponding to the first virtual server, the second virtual server and the third virtual server are as follows:
the first data transmission mode is: and aiming at the first data information, carrying out data transmission on the cloud service end according to the first data quantity as single data transmission data quantity, wherein the first data quantity is obtained through the following formula:
wherein, W 01 representing a first amount of data;W jx representing the corresponding updated data quantity when the data update times are the largest in the unit time of the j-th type of data information;
the second data transmission mode is: and aiming at second data information, carrying out data transmission on the cloud service end according to the second data amount as single data transmission data amount, wherein the second data amount is obtained through the following formula:
wherein, W 02 representing a second amount of data;G 2 representing a second evaluation parameter threshold;
the third data transmission mode is: and aiming at third data information, carrying out data transmission on the cloud service end according to the third data amount as single data transmission data amount, wherein the third data amount is obtained through the following formula:
wherein, W 03 representing a third data amount;G 3 representing a third evaluation parameter threshold.
Through the setting of the single data transmission data quantity corresponding to the first data transmission mode, the second data transmission mode and the third data transmission mode, the targeted setting of the single data transmission quantity can be carried out according to the updated evaluation parameters, so that the data information of the specific data types corresponding to each virtual server and responsible for transmission is provided with the targeted single data transmission quantity, the transmission staggering of different data information is improved through the differential setting of the single data transmission quantity, and the problem of data congestion caused by poor data transmission staggering is effectively prevented.
On the other hand, the single data transmission data volume acquired by the first data transmission mode, the second data transmission mode and the third data transmission mode can be matched with the actual update condition of the data information, so that the rationality of single data transmission data volume setting is improved, and the problem that the single data transmission volume is increased or reduced by shock due to unreasonable single data transmission data volume setting, so that the data transmission operation of the first virtual server, the second virtual server and the third virtual server is unstable is solved.
According to one embodiment of the present invention, determining whether to shutdown the first virtual server, the second virtual server, and/or the third virtual server according to the update evaluation parameter change conditions corresponding to different types of data information includes:
s401, after a first virtual server, a second virtual server and/or a third virtual server are established, extracting type data information meeting the corresponding conditions for data transmission by adopting the first virtual server, the second virtual server and/or the third virtual server;
s402, respectively utilizing the first virtual server, the second virtual server and/or the third virtual server to perform data transmission on the type data information meeting the conditions of the type data information by adopting a corresponding data transmission mode to the cloud server;
s403, when the data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server is not available, performing redundant data cleaning on the first virtual server, the second virtual server and/or the third virtual server, and after the redundant data is cleaned, performing outage on the first virtual server, the second virtual server and/or the third virtual server until the type data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server appears again, and starting the first virtual server, the second virtual server and/or the third virtual server again.
S404, the start-stop self-adaptive control of the first virtual server, the second virtual server and the third virtual server can be performed according to the actual situation of the data information in the above manner, so that the energy consumption is effectively saved, and the resource consumption is reduced.
The embodiment of the invention provides a cloud service information management platform for medical relay teaching, as shown in fig. 2, comprising:
the information classification module is used for storing continuous education information generated in the operation process of the follow-up teaching service in real time by the medical follow-up teaching terminal, classifying the continuous education information and obtaining various types of data information; the continuous education information comprises student information, teaching information, score assessment information and other teaching tasks and learning information generated in the course of the continuous teaching;
the parameter evaluation module is used for performing data update index evaluation on different types of data information by the medical relay teaching terminal and acquiring update evaluation parameters of each type of data information; the server determining module is used for selecting a server type adopted by data transmission through updating comparison results of the evaluation parameter and the first, second and third evaluation parameter thresholds; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
the server operation judging module is used for determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types.
Because different kinds of data information that medical science was teaching terminal produced, its data update change variation is very big, for example, student's real-time course information can be along with daily student course study state update, and the examination score then need carry out periodic update according to examination cycle, and teaching task information then carries out the update according to the cycle of learning period, or just can appear data update when teaching task changes, and student archival information then updates the frequency very low. Because the data information of various data types generated by the medical relay education terminal has larger data updating quantity and data updating times spread, when different data updating frequencies of different data types are mixed for data transmission, the operation load of the cloud server is increased by the rapid increase of the updating data frequency and the updating data quantity in a certain period, the operation stability of the cloud server is further reduced, and the problem that the data congestion causes the reduction of the transmission efficiency and the reliability of the updating data of the cloud server, and further the problem that the data of the cloud server is received poorly, so that the data loss is caused easily occurs.
According to the cloud service information management platform for medical relay teaching, according to the data update frequency and the data update amount of each different type of data information of the medical relay teaching terminal, the virtual servers (wherein the specifications of the first virtual server, the second virtual server and the third virtual server are different) which are independently aimed at the different data update frequencies and the data update amounts are established in the network system of the medical relay teaching terminal to perform data transmission of the different data information, so that the data transmission load of the cloud server caused by the overhigh data update frequency and the overhigh speed can be effectively reduced, and further the data transmission efficiency and the data transmission stability are improved. Meanwhile, the data information meeting the server conditions of the virtual servers are subjected to targeted transmission through the virtual servers with different configurations, so that the stability and the data transmission efficiency of the different servers for data transmission can be effectively improved, and meanwhile, the data processing pressure of the cloud server can be shared to the greatest extent through the mode because the load of cloud service management operation borne by the cloud server is large, the operation reliability of the cloud server is improved, and the resource configuration space of the cloud server is saved.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (8)
1. The cloud service information management method for medical relay teaching is characterized by comprising the following steps of:
the medical teaching terminal stores the continuous education information generated in the operation process of the teaching service in real time, classifies the continuous education information and obtains various data information;
the medical relay teaching terminal carries out data update index evaluation on different types of data information to obtain update evaluation parameters of each type of data information;
selecting a server type adopted by data transmission by updating the comparison result of the evaluation parameter and the first, second and third evaluation parameter thresholds; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types;
the updated evaluation parameters are obtained through the following formula:
wherein, G j represent the firstjUpdating evaluation parameters corresponding to the data information of each type;C i represent the firstjThe data information of the type is in the firstiThe number of times of data update occurs per unit time, and when the number of times of data update per unit time is 0, let 1 +.C i The value range of =1 unit time is 12h-24h；ΔG j Representing the parameter compensation amount;mrepresent the firstjNumber of unit time of 0 number of updates of the data information of the individual type;W zi represent the firstiThe total data amount generated by the medical relay teaching terminal in unit time;W ij represent the firstjThe data information of the type is in the firstiThe amount of data generated per unit time;
the first data transmission mode, the second data transmission mode and the third data transmission mode corresponding to the first virtual server, the second virtual server and the third virtual server are respectively as follows:
the first data transmission mode is: aiming at the first data information, carrying out data transmission to a cloud service end according to the first data amount as single data transmission data amount, wherein the first data amount is obtained through the following formula:
wherein, W 01 representing a first amount of data;W jx representing the corresponding updated data quantity when the data update times are the largest in the unit time of the j-th type of data information;
the second data transmission mode is: and aiming at second data information, carrying out data transmission on the cloud service end according to the second data amount as single data transmission data amount, wherein the second data amount is obtained through the following formula:
wherein, W 02 representing a second amount of data;G 2 representing a second evaluation parameter threshold;
the third data transmission mode is: and aiming at third data information, carrying out data transmission on the cloud service end according to the third data amount as single data transmission data amount, wherein the third data amount is obtained through the following formula:
wherein, W 03 representing a third data amount;G 3 representing a third evaluation parameter threshold.
2. The cloud service information management method for medical relay according to claim 1, wherein selecting a server type for data transmission by updating a comparison result of the evaluation parameter with the first evaluation parameter threshold, the second evaluation parameter threshold, and the third evaluation parameter threshold, comprises:
extracting comparison results of the updated evaluation parameter and the first, second and third evaluation parameter thresholds;
determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server by utilizing the first virtual server aiming at the first data information;
determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server by utilizing the second virtual server aiming at the second data information;
determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server by utilizing the third virtual server aiming at the third data information;
and determining fourth data information according to the comparison result, and transmitting data to a cloud server by utilizing the cloud server aiming at the fourth data information.
3. The cloud service information management method for medical relay teaching according to claim 2, wherein determining first data information according to the comparison result, establishing a first virtual server corresponding to the first data information, and transmitting data to a cloud server for the first data information by using the first virtual server, comprises:
when the updated evaluation parameter exceeds a preset first evaluation parameter threshold value, type data information of which the updated evaluation parameter exceeds the preset first evaluation parameter threshold value is used as first data information;
and setting a first virtual server for the first data information, and transmitting the first data information to a cloud server for data management and storage by using the first virtual server according to a first data transmission mode.
4. The cloud service information management method for medical relay according to claim 2, wherein determining second data information according to the comparison result, establishing a second virtual server corresponding to the second data information, and transmitting data to a cloud server for the second data information by using the second virtual server, comprises:
when the updated evaluation parameter does not exceed the preset first evaluation parameter threshold value but exceeds the preset second evaluation parameter threshold value, the type data information of which the updated evaluation parameter does not exceed the preset first evaluation parameter threshold value but exceeds the preset second evaluation parameter threshold value is used as second data information;
and setting a second virtual server for the second data information, and transmitting the second data information to a cloud server for data management and storage by using the second virtual server according to a second data transmission mode.
5. The cloud service information management method for medical relay and education according to claim 2, wherein determining third data information according to the comparison result, establishing a third virtual server corresponding to the third data information, and transmitting data to a cloud server for the third data information by using the third virtual server, comprises:
when the updated evaluation parameter does not exceed the preset second evaluation parameter threshold value but exceeds the preset third evaluation parameter threshold value, the type data information of which the updated evaluation parameter does not exceed the preset second evaluation parameter threshold value but exceeds the preset third evaluation parameter threshold value is used as third data information;
and setting a third virtual server for the third data information, and transmitting the third data information to a cloud server for data management and storage by using the third virtual server according to a third data transmission mode.
6. The cloud service information management method for medical relay teaching according to claim 3, wherein determining fourth data information according to the comparison result, and performing data transmission to a cloud server for the fourth data information by using the cloud server, comprises:
when the updated evaluation parameter does not exceed a preset third evaluation parameter threshold value, type data information of which the updated evaluation parameter does not exceed the preset third evaluation parameter threshold value is used as fourth data information;
and directly transmitting the fourth data information to a cloud server in real time through a cloud server for data management and storage.
7. The cloud service information management method for medical relay teaching according to claim 1, wherein determining whether to shutdown the first virtual server, the second virtual server, and/or the third virtual server according to the updated evaluation parameter change condition corresponding to the different types of data information comprises:
after the first virtual server, the second virtual server and/or the third virtual server are established, extracting type data information meeting the corresponding conditions for data transmission by adopting the first virtual server, the second virtual server and/or the third virtual server;
respectively utilizing the first virtual server, the second virtual server and/or the third virtual server to transmit data to the cloud server by adopting a corresponding data transmission mode for the type data information meeting the conditions;
when the data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server is not available, redundant data cleaning is carried out on the first virtual server, the second virtual server and/or the third virtual server, after the redundant data cleaning is carried out, the first virtual server, the second virtual server and/or the third virtual server is stopped until the type data information meeting the corresponding conditions of the first virtual server, the second virtual server and/or the third virtual server appears again, and the first virtual server, the second virtual server and/or the third virtual server is started again.
8. The utility model provides a medical science is cloud service information management platform for teaching that follows, its characterized in that, medical science is cloud service information management platform for teaching includes:
the information classification module is used for storing continuous education information generated in the operation process of the follow-up teaching service in real time by the medical follow-up teaching terminal, classifying the continuous education information and obtaining various types of data information;
the parameter evaluation module is used for performing data update index evaluation on different types of data information by the medical relay teaching terminal and acquiring update evaluation parameters of each type of data information;
the server determining module is used for selecting a server type adopted by data transmission through updating comparison results of the evaluation parameter and the first, second and third evaluation parameter thresholds; the server type comprises a first virtual server, a second virtual server, a third virtual server and a cloud server;
the server operation judging module is used for determining whether to stop the first virtual server, the second virtual server and/or the third virtual server according to the change condition of the update evaluation parameters corresponding to the data information of different types;
the updated evaluation parameters are obtained through the following formula:
wherein, G j represent the firstjUpdating evaluation parameters corresponding to the data information of each type;C i represent the firstjThe data information of the type is in the firstiThe number of times of data update occurs per unit time, and when the number of times of data update per unit time is 0, let 1 +.C i The value range of =1 unit time is 12h-24h；ΔG j Representing the parameter compensation amount;mrepresent the firstjNumber of unit time of 0 number of updates of the data information of the individual type;W zi represent the firstiThe total data amount generated by the medical relay teaching terminal in unit time;W ij represent the firstjThe data information of the type is in the firstiThe amount of data generated per unit time;
the first data transmission mode, the second data transmission mode and the third data transmission mode corresponding to the first virtual server, the second virtual server and the third virtual server are respectively as follows:
the first data transmission mode is: and aiming at the first data information, carrying out data transmission to the cloud service end according to the first data amount as single data transmission data amount, wherein the first data amount is obtained through the following formula:
wherein, W 01 representing a first amount of data;W jx representing the corresponding updated data quantity when the data update times are the largest in the unit time of the j-th type of data information;
the second data transmission mode is: and aiming at second data information, carrying out data transmission on the cloud service end according to the second data amount as single data transmission data amount, wherein the second data amount is obtained through the following formula:
wherein, W 02 representing a second amount of data;G 2 representing a second evaluation parameter threshold;
the third data transmission mode is: and aiming at third data information, carrying out data transmission on the cloud service end according to the third data amount as single data transmission data amount, wherein the third data amount is obtained through the following formula:
wherein, W 03 representing a third data amount;G 3 representing a third evaluation parameter threshold.
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