WO2020000724A1

WO2020000724A1 - Method, electronic device and medium for processing communication load between hosts of cloud platform

Info

Publication number: WO2020000724A1
Application number: PCT/CN2018/107693
Authority: WO
Inventors: 刘洪晔
Original assignee: 平安科技（深圳）有限公司
Priority date: 2018-06-29
Filing date: 2018-09-26
Publication date: 2020-01-02
Also published as: CN109194703A; CN109194703B

Abstract

The present application relates to a method, electronic device and readable storage medium for processing a communication load between hosts of a cloud platform, the method comprising: obtaining all host nodes under a cloud platform; calculating a similarity value between any two unconnected host nodes among all of the host nodes on the basis of preset calculation rules, and analyzing a connection possibility between any two unconnected host nodes among all of the host nodes according to the calculated similarity value; and adjusting communication resources of the host nodes under the cloud platform according to the connection possibility between any two unconnected host nodes among all of the host nodes. Since by employing the present application the similarity between two host nodes can be analyzed and calculated for the large number of host nodes under the cloud platform so as to predict the connection possibility between the two host nodes, it is possible to predict in advance the possibility of related host nodes having large communication loads, i.e. host nodes having a high connection possibility, and thus it is possible to promptly and reasonably adjust the communication resources of the host nodes under the cloud platform.

Description

Processing method for communication load between cloud platform hosts, electronic device and medium

This application claims the priority of a Chinese patent application filed with the Chinese Patent Office on June 29, 2018 under the application number 201810694759.2. And the invention name is "Processing Method, Electronic Device, and Medium for Communication Load Between Cloud Platform Hosts". Incorporated by reference in this application.

Technical field

The present application relates to the field of computer technology, and in particular, to a method for processing a communication load between hosts on a cloud platform, an electronic device, and a readable storage medium.

Background technique

With the development of the cloud platform, the number of hosts in the cloud platform is also increasing, and the connection methods between the host nodes will become more and more complicated. In order to prevent the host node in the cloud platform from overloading the communication load due to the large number of connections, in the prior art, a threshold is generally used to adjust the communication resources of the host node in the cloud platform. The maximum connection threshold. When the host node in the cloud platform exceeds the maximum connection threshold, the host node is processed again, such as suspending the work of the host node. The existing working mode of resolving problems when they occur often results in tight processing time and poor results, which affects the execution of normal business. If the maximum connection threshold that is uniformly set is relatively low, it will cause more host nodes to reserve more processing space, and it will also cause a lot of waste of resources, that is, the cloud cannot be timely and reasonable. The communication resources of the host nodes under the platform are adjusted.

Summary of the invention

The purpose of this application is to provide a method for processing a communication load between hosts on a cloud platform, an electronic device, and a readable storage medium, so as to adjust the communication resources of the host nodes under the cloud platform in a timely and reasonable manner.

In order to achieve the above object, the present application provides an electronic device, the electronic device includes a memory and a processor, and the memory stores a processing system for a communication load between cloud platform hosts that can run on the processor. When the processing system for the communication load between cloud platform hosts is executed by the processor, the following steps are implemented:

Get all host nodes under the cloud platform;

Calculate the similarity value between any two unconnected host nodes in all host nodes based on preset calculation rules, and analyze the connection between any two unconnected host nodes in all host nodes based on the calculated similarity value possibility;

The communication resources of the host nodes under the cloud platform are adjusted according to the connection possibility between any two unconnected host nodes among all the host nodes.

In addition, in order to achieve the foregoing object, the present application further provides a method for processing a communication load between cloud platform hosts. The method for processing a communication load between cloud platform hosts includes:

Get all host nodes under the cloud platform;

Further, in order to achieve the above object, the present application also provides a computer-readable storage medium that stores a processing system for communication load between cloud platform hosts and a processing system for communication load between cloud platform hosts. It can be executed by at least one processor, so that the at least one processor executes the steps of the method for processing a communication load between hosts of a cloud platform as described above.

The method for processing a communication load between hosts of a cloud platform, an electronic device, and a readable storage medium according to the present application, calculate a similarity value between any two unconnected host nodes of all host nodes under the cloud platform through preset calculation rules, Analyze the connection possibility between any two unconnected host nodes in all host nodes based on the calculated similarity value; according to the connection possibility between any two unconnected host nodes in all host nodes, Adjust the communication resources of the host node. Because a large number of host nodes under the cloud platform can analyze and calculate the similarity between the two host nodes to predict the connection possibility between the two host nodes, it can be predicted in advance that related hosts that may have a large communication load A node is a host node with a high probability of being connected in order to adjust the communication resources of the host node under the cloud platform in a timely and reasonable manner.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a schematic diagram of an operating environment of a preferred embodiment of a processing system 10 for a communication load between hosts of a cloud platform of the present application;

FIG. 2 is a schematic flowchart of an embodiment of a method for processing a communication load between hosts of a cloud platform of this application.

detailed description

In order to make the purpose, technical solution, and advantages of the present application clearer, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the application, and are not used to limit the application. Based on the embodiments in the present application, all other embodiments obtained by a person of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

It should be noted that the descriptions related to "first", "second", etc. in this application are for descriptive purposes only, and cannot be understood as indicating or implying their relative importance or implicitly indicating the number of technical features indicated . Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In addition, the technical solutions between the various embodiments can be combined with each other, but must be based on those that can be realized by a person of ordinary skill in the art. When the combination of technical solutions conflicts or cannot be achieved, such a combination of technical solutions should be considered nonexistent. Is not within the scope of protection claimed in this application.

The present application provides a processing system for a communication load between cloud platform hosts. Please refer to FIG. 1, which is a schematic diagram of an operating environment of a preferred embodiment of a processing system 10 for a communication load between hosts of a cloud platform of the present application.

In this embodiment, the processing system 10 for a communication load between hosts of the cloud platform is installed and runs in the electronic device 1. The electronic device 1 may include, but is not limited to, a memory 11, a processor 12, and a display 13. FIG. 1 only shows the electronic device 1 with components 11-13, but it should be understood that it is not required to implement all the illustrated components, and more or fewer components may be implemented instead.

The memory 11 is at least one type of readable computer storage medium. In some embodiments, the memory 11 may be an internal storage unit of the electronic device 1, such as a hard disk or a memory of the electronic device 1. The memory 11 may also be an external storage device of the electronic device 1 in other embodiments, such as a plug-in hard disk, a smart memory card (SMC), and a secure digital device. (Secure Digital, SD) card, Flash card, etc. Further, the memory 11 may further include both an internal storage unit of the electronic device 1 and an external storage device. The memory 11 is configured to store application software installed on the electronic device 1 and various types of data, such as program code of the processing system 10 for the communication load between hosts of the cloud platform. The memory 11 may also be used to temporarily store data that has been output or will be output.

In some embodiments, the processor 12 may be a central processing unit (CPU), a microprocessor, or other data processing chip, configured to run program codes or process data stored in the memory 11, such as A processing system 10 or the like that executes the communication load between hosts of the cloud platform.

In some embodiments, the display 13 may be an LED display, a liquid crystal display, a touch-type liquid crystal display, an OLED (Organic Light-Emitting Diode) touch device, or the like. The display 13 is used to display information processed in the electronic device 1 and to display a visual user interface, such as a host node with a high possibility of connection, and communication resource allocation of a cloud platform. The components 11-13 of the electronic device 1 communicate with each other through a system bus.

The processing system 10 for the communication load between the hosts of the cloud platform includes at least one computer-readable instruction stored in the memory 11, and the at least one computer-readable instruction can be executed by the processor 12 to implement the embodiments of the present application.

Wherein, when the processing system 10 for the communication load between the hosts of the cloud platform is executed by the processor 12, the following steps are implemented:

Step S1, obtaining all host nodes under the cloud platform;

Step S2: Calculate the similarity value between any two unconnected host nodes in all host nodes based on a preset calculation rule, and analyze the difference between any two unconnected host nodes in all host nodes based on the calculated similarity value. Connection possibilities;

In step S3, the communication resources of the host nodes under the cloud platform are adjusted according to the connection possibilities between any two unconnected host nodes among all the host nodes.

In this embodiment, the processing system for the communication load between hosts of the cloud platform receives a communication resource adjustment request for a host node under the cloud platform from a user, for example, receiving a communication resource adjustment sent by a user through a terminal such as a mobile phone, a tablet computer, or a self-service terminal device. Requests, such as receiving communication resource adjustment requests sent by users on pre-installed clients in mobile phones, tablets, and self-service terminal devices, or receiving user browser systems in mobile phones, tablets, and self-service terminal devices The communication resource adjustment request sent on the Internet.

After receiving the communication resource adjustment request, the communication load resources between the host nodes under the cloud platform can be adjusted. Specifically, in this embodiment, a link prediction method is used to adjust the communication load resources between host nodes under the cloud platform. Through analysis of the historical data of the entire host network connection, it is found that if two host nodes have a lot in common Neighbor nodes, then the two host nodes are similar; if two unconnected host nodes have a lot of common neighbor nodes, the two host nodes are more likely to be connected, that is, the two unconnected host nodes will tend to be connected in the future More likely. For example, if the two host nodes are similar host nodes on the same business line, the business items or processing tasks performed by the two host nodes will be similar, such as calling the same database node, executing the same business logic, etc., because The two host nodes are host nodes on the same service line, and the connection between the two host nodes is also relatively large, such as data connection between the two host nodes.

Based on the above analysis, for the large number of host nodes under the cloud platform in this embodiment, the possibility of connection between the two host nodes can be predicted by the similarity between the two host nodes, and the similarity between the two host nodes. The higher the performance, the more likely the connection between the two host nodes is. Specifically, in terms of expansion, for a large number of host nodes under the cloud platform and the links between them, the two host nodes look at all host nodes, including first-order connected nodes, second-order connected nodes, and even N-order connected. Nodes (that is, nodes that need to be connected through N connections). If the multi-dimensional information from first-order connected nodes, second-order connected nodes, and even N-order connected nodes is used to calculate and analyze the similarity between two host nodes, then This makes the final prediction of the connection possibility between these two host nodes more accurate. Among them, the formula for calculating and analyzing the similarity between two host nodes from the multi-dimensional information of the first-order connected node, the second-order connected node, and even the N-order connected node is as follows:

s _xy = aA _xy + a ² (A ² ) _xy + a ³ (A ³ ) _xy + a ⁿ (A ⁿ ) _xy

Among them, x and y are any two unconnected host nodes under the cloud platform; a is a preset adjustable weight parameter, 0 <a <1; (A ⁿ ) _xy is the distance between the host nodes x and y is The number of connected links of n, that is, A _xy is a first-order connected node, and (A ² ) _xy is a second-order connected node. For example, for a second-order connected node, if the distance between the host nodes x and y is 2 Including three xBy, xCy, and xDy, the number of connecting links with a distance of 2 between the host nodes x and y is 3, that is, (A ² ) _xy is 3. s _xy is the similarity value between the host nodes x and y finally calculated.

It should be noted that in the above formula, the complexity and accuracy of the algorithm can be balanced by adjusting the weight parameter a and the highest connection order n. For example, in some scenarios, if it is necessary to consider the low-order connection, the similarity between the two host nodes in the first-order connected node, the second-order connected node, etc. The possibility of connection has a greater impact. Then, the value of the weight parameter a can be adjusted to reduce the influence of the higher-order connected node on the calculation result of the similarity s _xy , and then reduce the final connection between the higher-order connected node and the two host nodes. The effect of the possibility of predicting the outcome. On the contrary, if it is necessary to consider the information of more dimensions to calculate the similarity, the value of the weight parameter a may be adjusted to enhance the influence of the higher-order connected nodes on the calculation result of the similarity s _xy , and then the higher-order connected nodes are strengthened to the two The influence of the prediction result of the possibility of final connection between the host nodes.

After the similarity values between any two unconnected host nodes under the cloud platform are calculated according to the above formula, all the calculated similarity values can be sorted in order of high and low, and the first few (such as 10 A) As a connection that may have a large communication load, an early warning adjustment operation may be performed for a connection that may have a large communication load. Since usually

In order to prevent the host node in the cloud platform from overloading the communication load due to more connections, a maximum connection threshold is set for all host nodes in the cloud platform in advance. When the host node in the cloud platform exceeds the maximum connection threshold, Perform communication resource adjustment processing on the host node, such as allocating additional communication resources. In this embodiment, after finding host nodes that may have a large communication load, the preset maximum connection thresholds of these related host nodes that may have a large communication load may be reduced to perform more sensitive early warnings in advance. Allocate resource space on relevant host nodes to cope with possible connections and ensure that normal business execution is not affected. At the same time, the maximum connection thresholds of other host nodes that do not have a large communication load can be kept constant or increased appropriately to ensure the full use of resources.

This embodiment calculates the similarity value between any two unconnected host nodes among all the host nodes under the cloud platform by using a preset calculation rule, and analyzes any two unconnected nodes among all the host nodes according to the calculated similarity value. The possibility of connection between the host nodes; the communication resources of the host nodes under the cloud platform are adjusted according to the connection possibility between any two unconnected host nodes among all the host nodes. Because a large number of host nodes under the cloud platform can analyze and calculate the similarity between the two host nodes to predict the connection possibility between the two host nodes, it can be predicted in advance that related hosts that may have a large communication load A node is a host node with a high probability of being connected in order to adjust the communication resources of the host node under the cloud platform in a timely and reasonable manner.

In an optional embodiment, on the basis of the above-mentioned embodiment of FIG. 1, when the processing system 10 for the communication load between hosts of the cloud platform is executed by the processor 12, the method further includes:

Send a preset number of host nodes corresponding to the top similarity value to the preset terminal. For example, the related information of the preset number of host nodes corresponding to the top similarity value can be sent via SMS, WeChat, and QQ messages. And email to the preset terminal for manual allocation of additional communication resources to the preset number of host nodes in advance before the traffic actually increases.

As shown in FIG. 2, FIG. 2 is a schematic flowchart of an embodiment of a method for processing a communication load between hosts on a cloud platform of this application. The method for processing a communication load between hosts on a cloud platform includes the following steps:

Step S10, obtaining all host nodes under the cloud platform;

Step S20: Calculate the similarity value between any two unconnected host nodes in all host nodes based on a preset calculation rule, and analyze the difference between any two unconnected host nodes in all host nodes based on the calculated similarity value. Connection possibilities;

In step S30, the communication resources of the host nodes under the cloud platform are adjusted according to the connection possibilities between any two unconnected host nodes among all the host nodes.

In this embodiment, the processing system for the communication load between hosts of the cloud platform receives a communication resource adjustment request for the host node under the cloud platform from the user, for example, the communication resource adjustment sent by the user through a terminal such as a mobile phone, tablet computer, or self-service terminal Requests, such as receiving communication resource adjustment requests sent by users on pre-installed clients in mobile phones, tablets, and self-service terminal devices, or receiving user browser systems in mobile phones, tablets, and self-service terminal devices The communication resource adjustment request sent on the Internet.

s _xy = aA _xy + a ² (A ² ) _xy + a ³ (A ³ ) _xy + a ⁿ (A ⁿ ) _xy

In an optional embodiment, based on the above embodiment, the method further includes:

In addition, the present application also provides a computer-readable storage medium, where the computer-readable storage medium stores a processing system for communication load between cloud platform hosts, and the processing system for communication load between cloud platform hosts may be processed by at least one processor. And execute, so that the at least one processor executes the steps of the method for processing the communication load between cloud platform hosts as in the above embodiment, and the specific implementation process of steps S10, S20, and S30 of the method for processing the communication load between cloud platform hosts. As mentioned above, it will not be repeated here.

It should be noted that, in this article, the terms "including", "including" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, It also includes other elements not explicitly listed, or elements inherent to such a process, method, article, or device. Where there are no more restrictions, the element limited by the sentence "including a ..." does not exclude the existence of other identical elements in the process, method, article or device that includes the element.

Through the description of the foregoing implementation manners, those skilled in the art can clearly understand that the methods in the foregoing embodiments can be implemented by using software plus a necessary universal hardware platform, and of course, can also be implemented by hardware, but in many cases the former is Better implementation. Based on such an understanding, the technical solution of this application that is essentially or contributes to the existing technology can be embodied in the form of a software product, which is stored in a storage medium (such as ROM / RAM, magnetic disk, The optical disc) includes several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to execute the methods described in the embodiments of the present application.

The preferred embodiments of the present application have been described above with reference to the accompanying drawings, and thus do not limit the scope of rights of the present application. The above-mentioned serial numbers of the embodiments of the present application are merely for description, and do not represent the superiority or inferiority of the embodiments. In addition, although the logical order is shown in the flowchart, in some cases, the steps shown or described may be performed in a different order than here.

Those skilled in the art can implement this application without departing from the scope and essence of this application. For example, the features of one embodiment can be used in another embodiment to obtain another embodiment. Any modification, equivalent replacement and improvement made within the application of the technical concept of this application shall fall within the scope of rights of this application.

Claims

An electronic device is characterized in that the electronic device includes a memory and a processor, and the memory stores a processing system for a communication load between cloud platform hosts that can run on the processor, and the cloud platform hosts When the processing system of the communication load is executed by the processor, the following steps are implemented:

Get all host nodes under the cloud platform;

Calculate the similarity value between any two unconnected host nodes in all host nodes based on preset calculation rules, and analyze the connection between any two unconnected host nodes in all host nodes based on the calculated similarity value possibility;

The communication resources of the host nodes under the cloud platform are adjusted according to the connection possibility between any two unconnected host nodes among all the host nodes.
The electronic device according to claim 1, wherein the formula for calculating the similarity value between any two unconnected host nodes x, y among all host nodes is as follows:

s xy = aA xy + a 2 (A 2 ) xy + a 3 (A 3 ) xy + a n (A n ) xy

Wherein, a is a predetermined weighting parameter, 0 <a <1; ( A n) xy is the host node x, y is the distance between the connecting link number n,, n>1; s xy is calculated host node x , Y similarity value.
The electronic device according to claim 2, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the analysis of any two unscheduled nodes among all host nodes based on the calculated similarity value. Connection possibilities between connected host nodes include:

The greater the similarity value between two unconnected host nodes in all the host nodes, the greater the possibility of analyzing the connection between the two unconnected host nodes.
The electronic device according to claim 1, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the communication between any two unconnected host nodes according to any of the host nodes. The steps of adjusting the communication resources of the host node under the cloud platform by connection possibility include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The electronic device according to claim 2, wherein the processing system for processing a communication load between hosts of the cloud platform is executed by the processor to implement the communication between any two unconnected host nodes according to any of the host nodes. The steps of adjusting the communication resources of the host node under the cloud platform by connection possibility include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The electronic device according to claim 3, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the communication between any two unconnected host nodes according to any of the host nodes The steps of adjusting the communication resources of the host node under the cloud platform by connection possibility include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The electronic device according to any one of claims 4 to 6, further comprising:

Send a preset number of host nodes corresponding to the top similarity value to a preset terminal for manual allocation of additional communication resources to the preset number of host nodes in advance.
A method for processing a communication load between cloud platform hosts is characterized in that the method for processing a communication load between cloud platform hosts includes:

Get all host nodes under the cloud platform;

Calculate the similarity value between any two unconnected host nodes in all host nodes based on preset calculation rules, and analyze the connection between any two unconnected host nodes in all host nodes based on the calculated similarity value possibility;

The communication resources of the host nodes under the cloud platform are adjusted according to the connection possibility between any two unconnected host nodes among all the host nodes.
The method for processing communication load between cloud platform hosts according to claim 8, wherein the formula for calculating the similarity value between any two unconnected host nodes x, y among all host nodes is as follows:

s xy = aA xy + a 2 (A 2 ) xy + a 3 (A 3 ) xy + a n (A n ) xy

Wherein, a is a predetermined weighting parameter, 0 <a <1; ( A n) xy is the host node x, y is the distance between the connecting link number n,, n>1; s xy is calculated host node x , Y similarity value.
The method for processing communication load between hosts on a cloud platform according to claim 8, wherein the analyzing the connection possibility between any two unconnected host nodes among all host nodes according to the calculated similarity value comprises :

The greater the similarity value between two unconnected host nodes in all the host nodes, the greater the possibility of analyzing the connection between the two unconnected host nodes.
The method for processing a communication load between hosts of a cloud platform according to claim 8, wherein the communication of the host nodes under the cloud platform is based on the connection possibility between any two unconnected host nodes among all the host nodes. The steps to adjust resources include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The method for processing communication load between hosts of a cloud platform according to claim 9, characterized in that the communication to the host nodes under the cloud platform is based on the connection possibility between any two unconnected host nodes among all host nodes. The steps to adjust resources include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The method for processing communication load between hosts on a cloud platform according to claim 10, wherein the communication to the host nodes under the cloud platform is based on the connection possibility between any two unconnected host nodes among all the host nodes. The steps to adjust resources include:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The method for processing communication load between cloud platform hosts according to any one of claims 11-13, further comprising:

Send a preset number of host nodes corresponding to the top similarity value to a preset terminal for manual allocation of additional communication resources to the preset number of host nodes in advance.
A computer-readable storage medium is characterized in that the computer-readable storage medium stores a processing system for a communication load between cloud platform hosts, and the processing system for a communication load between cloud platform hosts is implemented as follows when executed by a processor: step:

Get all host nodes under the cloud platform;

Calculate the similarity value between any two unconnected host nodes in all host nodes based on preset calculation rules, and analyze the connection between any two unconnected host nodes in all host nodes based on the calculated similarity value possibility;

The communication resources of the host nodes under the cloud platform are adjusted according to the connection possibility between any two unconnected host nodes among all the host nodes.
The computer-readable storage medium of claim 15, wherein the formula for calculating the similarity value between any two unconnected host nodes x, y among all host nodes is as follows:

s xy = aA xy + a 2 (A 2 ) xy + a 3 (A 3 ) xy + a n (A n ) xy

Wherein, a is a predetermined weighting parameter, 0 <a <1; ( A n) xy is the host node x, y is the distance between the connecting link number n,, n>1; s xy is calculated host node x , Y similarity value.
The computer-readable storage medium according to claim 16, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement analysis of any of the host nodes based on the calculated similarity value. When connection possibilities between two unconnected host nodes include:

The greater the similarity value between two unconnected host nodes in all the host nodes, the greater the possibility of analyzing the connection between the two unconnected host nodes.
The computer-readable storage medium according to claim 15, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the two unconnected host nodes according to any two of the host nodes. The possibility of adjusting the communication resources of the host node under the cloud platform includes the following steps:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The computer-readable storage medium of claim 16, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the two unconnected host nodes according to any two of the host nodes. The possibility of adjusting the communication resources of the host node under the cloud platform includes the following steps:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.
The computer-readable storage medium according to claim 17, wherein the processing system for processing the communication load between hosts of the cloud platform is executed by the processor to implement the two unconnected host nodes according to any two of the host nodes. The possibility of adjusting the communication resources of the host node under the cloud platform includes the following steps:

Sort the calculated similarity values between any two unconnected host nodes in all host nodes in descending order;

Select a preset number of host nodes corresponding to the top similarity value as the nodes to be adjusted;

Lowering the preset maximum connection threshold of the node to be adjusted and keeping the preset maximum connection threshold of other host nodes on the cloud platform except the node to be adjusted unchanged to allocate communication resources to the to-be-adjusted in advance Nodes to handle possible connections.