Resource management method and device

Abstract

The application provides a resource management and control method and device, the method comprising: obtaining historical behavior information of a user and a reference user in a target time period and a usage amount increment of a target resource, the historical behavior information being used to represent a demand degree of the user for an amount of the target resource applied to a resource service platform, the reference user being a user with the largest usage amount of the target resource in the resource service platform; determining a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user; determining an amount increment coefficient of the user based on the usage amount increment of the user and the usage amount increment of the reference user; and adjusting the available amount of the target resource of the user based on the behavior similarity between the user and the reference user and the amount increment coefficient of the user. The scheme of the application can more reasonably adjust the available amount of the target resource of the user.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of data processing, and in particular to a resource management method and device. BACKGROUND

[0002] A resource service platform can provide network infrastructure equipment, software and hardware operation platform required by enterprises and individuals to build informatization, and is responsible for related maintenance services. For example, a common resource service platform can be a cloud computing service platform or a software-as-a-service (SaaS) platform.

[0003] After the resource service platform allocates a certain resource to a user, if the resource allocated to the user is insufficient, the resource quota of the user can be increased. However, at present, the resource quota of the user is increased according to a fixed quota value, so that the resource waste caused by excessive quota value increase is likely to occur, resulting in unreasonable resource quota adjustment. SUMMARY

[0004] The present application provides a resource management method and device.

[0005] The resource management method comprises the following steps:

[0006] obtaining historical behavior information of a user and a reference user in a target time period and a usage amount increment of a target resource, the historical behavior information being used to represent the demand degree of the user for applying for a quota of the target resource to a resource service platform, and the reference user being a user in the resource service platform who uses the target resource with the largest usage amount;

[0007] determining a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user;

[0008] determining a quota increment coefficient of the user based on the usage amount increment of the user and the usage amount increment of the reference user;

[0009] adjusting a usable quota of the target resource of the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user.

[0010] In a possible implementation manner, the adjusting of the usable quota of the target resource of the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user comprises:

[0011] determining a quota increment of the target resource that can be allocated to the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user.

[0012] adjust the available amount of the target resource for the user based on the increment of the user and the total amount of the target resource possessed by the user.

[0013] In a further possible implementation, the determining the increment of the target resource that can be allocated to the user based on the behavior similarity between the user and the reference user and the increment coefficient of the user comprises:

[0014] determining an increment reference ratio of the adjustable amount of the target resource, the increment reference ratio being a ratio of the increment of the usage amount of the target resource by the reference user in the target time period to the total amount of the usage amount of the target resource possessed by the reference user;

[0015] determining the increment of the target resource that can be allocated to the user based on the behavior similarity, the increment coefficient of the user and the increment reference ratio.

[0016] In a further possible implementation, the determining the behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user comprises:

[0017] determining a Pearson correlation coefficient between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user, and determining the determined Pearson correlation coefficient as the behavior similarity between the user and the reference user.

[0018] In a further possible implementation, the obtaining the historical behavior information and the increment of the usage amount of the target resource of the user and the reference user in the target time period comprises:

[0019] detecting that the available amount of the target resource allocated to the user by the resource service platform is insufficient, and obtaining the historical behavior information and the increment of the usage amount of the target resource of the user and the reference user in the target time period.

[0020] In a further possible implementation, the detecting that the available amount of the target resource allocated to the user by the resource service platform is insufficient comprises:

[0021] detecting that a ratio between the total amount of the target resource used by the user and the total amount of the target resource possessed by the user exceeds a first set threshold;

[0022] or,

[0023] It is detected that a ratio of a usage amount of the target resource used by the user in the set monitoring time interval to the total amount of the quota exceeds a second set threshold.

[0024] In yet another possible implementation, the determining of the quota increment coefficient of the user based on the usage increment of the user and the usage increment of the reference user comprises:

[0025] The ratio of the usage increment of the user to the usage increment of the reference user is determined as the quota increment coefficient of the user.

[0026] In yet another possible implementation, the historical behavior information comprises at least one of the following:

[0027] A usage amount of the target resource used by the user;

[0028] An application quota value of the target resource applied for by the user to the resource service platform;

[0029] A number of times of accessing a quota query page of the target resource in the resource service platform by the user.

[0030] In yet another possible implementation, the adjusting of the usable quota of the target resource of the user based on the quota increment corresponding to the user and the total amount of the quota of the target resource possessed by the user comprises:

[0031] If the quota increment corresponding to the user is a positive value, the usable quota of the target resource of the user is increased based on the quota increment corresponding to the user and the total amount of the quota of the target resource possessed by the user;

[0032] If the quota increment corresponding to the user is a negative value, the total amount of the quota of the target resource possessed by the user is maintained unchanged, and the quota increment is stored.

[0033] The resource management and control device comprises:

[0034] An information obtaining unit is configured to obtain historical behavior information of a user and a reference user in a target time period and a usage increment of a target resource, wherein the historical behavior information is used to represent a demand degree of the user for a quota of the target resource applied for to a resource service platform, and the reference user is a user with a maximum usage amount of the target resource in the resource service platform;

[0035] A similarity determining unit is configured to determine a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user.

[0036] a coefficient-determining unit configured to determine a quota-increment coefficient of the user based on the usage-increment of the user and the usage-increment of the reference user;

[0037] a resource-quota adjusting unit configured to adjust the available quota of the user for the target resource based on the behavior similarity between the user and the reference user and the quota-increment coefficient of the user.

[0038] As can be seen from the above, in the embodiments of the present application, the behavior similarity between the user and the reference user is determined according to the historical behavior information of the user and the historical behavior information of the reference user with the largest usage amount of the target resource in the resource service platform; meanwhile, the quota-increment coefficient of the user is also determined in combination with the usage-increment of the user and the usage-increment of the reference user. Since the usage-increment of the reference user is the usage-increment of the user with the largest usage amount in the resource service platform, the usage-increment of the reference user can reflect the upper limit of the demand of the user in the resource service platform for the resource quota, therefore, the behavior similarity between the user and the reference user and the quota-increment coefficient can provide a reliable basis for adjusting the available quota of the user for the target resource, so that the available quota of the user for the target resource can be adjusted more reasonably, which is beneficial to reducing the resource waste and other unreasonable resource management and control situations. BRIEF DESCRIPTION OF DRAWINGS

[0039] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed in the embodiment description will be briefly introduced. Obviously, the drawings in the following description are only embodiments of the present application, and other drawings can be obtained by those skilled in the art without any creative effort on the basis of the provided drawings.

[0040] Figure 1 a flowchart of a resource management and control method provided by an embodiment of the present application is shown;

[0041] Figure 2 another flowchart of a resource management and control method provided by an embodiment of the present application is shown;

[0042] Figure 3 a schematic diagram of an application example of a resource management and control method provided by an embodiment of the present application is shown;

[0043] Figure 4 a component structure schematic diagram of a resource management and control device provided by an embodiment of the present application is shown;

[0044] Figure 5 a component structure schematic diagram of an electronic device provided by an embodiment of the present application is shown. DETAILED DESCRIPTION

[0045] The solutions in this application are applicable to various resource service platforms that can provide resources to users and involve resource allocation and management. These resource service platforms can allocate resources such as storage, computing resources, email sending, and network bandwidth to users, including enterprises or individuals, enabling user-side electronic devices to perform information storage, data computation, or email reception through the resource service platform.

[0046] For example, the resource service platform can be a Software-as-a-Service (SaaS) platform. A SaaS platform is a platform for operating SaaS software. A SaaS platform can provide enterprises or individuals with all the network infrastructure, software and hardware operating platforms needed to build information systems, and is responsible for all the services such as the initial implementation and the subsequent maintenance.

[0047] Of course, this example uses a resource service platform as a SaaS platform, but it also applies to other service platforms that provide network, computing, and storage resources.

[0048] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those of ordinary skill in the art without creative effort are within the scope of protection of this application.

[0049] like Figure 1 As shown, it illustrates a flowchart of a resource management method provided in an embodiment of this application. The method of this embodiment can be applied to the resource service platform mentioned above, for example, to an electronic device within the resource service platform, which can be an electronic device responsible for resource allocation, etc.

[0050] The method in this embodiment may include:

[0051] S101, obtain information on the user's historical behavior and the incremental usage of the target resources within the target time period.

[0052] Among them, the user is a service user of the resource service platform, and the user has obtained the relevant services of the target resource provided by the resource service platform.

[0053] The reference user is the user who uses the target resource the most on the resource service platform. For example, the reference user can be the user with the largest cumulative usage of the target resource; or, the user with the largest usage of the target resource within the most recent set period, where the most recent set period can be set as needed, such as one month or six months.

[0054] It can be understood that the types of resources that can be provided in the resource service platform can also be various, and the different resources allocated to the user by the resource service platform and the demand situation of the user for different resources can be different. Based on this, the present application needs to provide resource management and control for each resource provided by the resource service platform for the user, such as adjusting the quota or increment of the user for the resource. In order to facilitate distinction, the present application refers to the current resource that needs to be controlled as a target resource.

[0055] Among them, the usage increment of the user is the usage increment of the user using the target resource in the target time period relative to the usage in the nearest target time period before the target time period, and the reference user determination is the usage increment of the reference user using the target resource in the target time period relative to the usage in the last target time period before the target time period.

[0056] It can be understood that the length of the target time period can be set as needed.

[0057] If the length of the target time period corresponds to the length of the time period set for analyzing the demand quota growth of the target resource, the target time period can be the length of the nearest time period. The length of the time period can be set as needed, such as 7 days (also 10 days, a month, etc.), and the target time period is the last 7 days.

[0058] It can be understood that the form of the usage increment will be different for different target resources, such as for the memory or bandwidth services provided by the resource service platform, the usage of the user using the resource can be directly counted. For example, for the mail service provided by the resource service platform, the resource usage can be one or several of the number of emails sent and received by the user based on the resource service platform and the data volume of the emails, which can be set as needed and is not limited.

[0059] In the present application, the historical behavior information is used to represent the demand degree of the user for the quota of the target resource applied to the resource service platform. For any user in the resource service platform, the historical behavior information of the user can include part or all of the information such as the usage of the user using the target resource and the user's various operation behaviors in accessing the pages of the resource service platform.

[0060] For example, for any user in the resource service platform, the historical behavior information of the user can include at least one of the following:

[0061] The usage of the user using the target resource;

[0062] The user applies for an application quota value of the target resource to the resource service platform;

[0063] The user accesses the quota query page of the target resource in the resource service platform.

[0064] For example, the historical behavior information of the user can include: the usage amount of the target resource used by the user per unit time, and the higher the usage amount of the target resource used by the user per unit time, the higher the demand of the user for applying for an increase in the quota of the target resource.

[0065] The historical behavior information can also include: the number of times and the duration of the user accessing the resource quota query page of the resource service platform through the electronic device, the application situation (such as the application frequency, the number of times, and the amount) of the user applying for the quota of the target resource to the resource service platform through the electronic device, and the like. It can be understood that the more the user accesses the resource quota query page of the resource service platform and the more frequent the application of the quota, the higher the degree of demand for an increase in the quota.

[0066] The historical behavior information of the reference user is similar, which will not be repeated here.

[0067] S102, based on the historical behavior information of the user and the historical behavior information of the reference user, determine the behavior similarity between the user and the reference user.

[0068] The behavior similarity can represent the similarity of the historical behaviors related to the resource service platform between the user and the reference user.

[0069] There can be many possible ways to calculate the behavior similarity.

[0070] For example, in a possible implementation, the Pearson correlation coefficient between the user and the reference user can be determined based on the historical behavior information of the user and the historical behavior information of the reference user, and the determined Pearson correlation coefficient is determined as the behavior similarity between the user and the reference user.

[0071] For another example, a first vector corresponding to the historical behavior information of the user and a second vector corresponding to the historical behavior information of the reference user can be determined first, and then the vector similarity between the first vector and the second vector is calculated based on the cosine similarity, and the calculated vector similarity is determined as the behavior similarity between the user and the reference user.

[0072] Of course, there can be other ways to calculate the behavior similarity, which are not limited.

[0073] S103, based on the usage amount increment of the user and the usage amount increment of the reference user, determine the quota increment coefficient of the user.

[0074] The quota increment coefficient is used to represent the case that the user needs to increase the quota relative to the reference user. In the present application, the quota increment coefficient is a reference factor for determining the quota of the target resource that the user increases.

[0075] It can be understood that in most cases, the demand of the user for the target resource in the resource service platform is gradually increasing. Since the reference user is the user with the largest resource usage in the resource service platform, the usage increment of the reference user is generally the largest, and therefore, the usage increment of the reference user can be used as a reference to reasonably determine the increase coefficient of the quota of the target resource of the user, i.e., the increase degree of the target resource.

[0076] In a possible case, the usage increment of the user is close to the usage increment of the reference user, and the quota increment coefficient of the user is larger.

[0077] For example, in a possible implementation, the ratio of the usage increment of the user to the usage increment of the reference user is determined as the quota increment coefficient of the user. The value of the quota increment coefficient belongs to [0, 1].

[0078] In S104, the available quota of the user for the target resource is adjusted based on the behavior similarity of the user and the reference user and the quota increment coefficient of the user.

[0079] It can be understood that since the reference user is the user with the largest usage of the target resource in the resource service platform, the usage increment of the reference user can reflect the upper limit of the demand degree of the users of the resource service platform for the target resource.

[0080] On this basis, since the behavior similarity of the user and the reference user can reflect the similarity degree of the demand situation of the user for the target resource and the demand situation of the reference user for the target resource, and the quota increment coefficient of the user can also reflect the demand situation of the user for the quota of the target resource relative to the reference user, based on this, the present application takes the data in the two dimensions of the behavior similarity and the quota increment coefficient as the reference basis for adjusting the available quota of the user for the target resource, so as to more reasonably realize the adjustment of the target resource allocated to the user.

[0081] Among them, the specific implementation of adjusting the available quota of the user for the target resource in combination with the data in the two dimensions can have multiple possibilities, which are not limited. For example, generally, the higher the behavior similarity and the larger the quota increment coefficient, the larger the quota increment of the target resource allocated to the user, and the available quota is also relatively higher.

[0082] As can be seen from the above, in this embodiment, the similarity between the user's behavior and that of the reference user (who has the highest usage of the target resource on the resource service platform) is determined based on the user's historical behavior information and the historical behavior information of the reference user. Simultaneously, the user's usage increment and the reference user's usage increment are combined to determine the user's quota increment coefficient. Since the reference user's usage increment is the same as the user's usage increment on the resource service platform, it reflects the upper limit of the user's quota increase on the resource service platform. Therefore, the similarity between the user's behavior and that of the reference user, along with the quota increment coefficient, can provide a reliable basis for adjusting the user's available quota for the target resource. This allows for a more reasonable adjustment of the user's available quota for the target resource, helping to reduce resource waste and other unreasonable resource management situations.

[0083] To facilitate the implementation of this application's scheme, the following section describes the scheme in conjunction with possible scenarios involving adjusting the user's available quota for target resources.

[0084] In one possible implementation, this application may first determine the incremental quota of the target resource that can be allocated to the user based on the similarity of the user's behavior to that of a reference user and the user's quota increment coefficient. Based on this, the user's available quota for the target resource is adjusted according to the user's corresponding quota increment and the total quota of the target resource held by the user.

[0085] The total amount of target resources a user has refers to the total amount of target resources currently allocated to that user by the resource service platform.

[0086] There are several ways to determine the user's credit limit increase. For example, it could be by combining behavioral similarity and the user's credit limit increase coefficient, along with a pre-set credit limit increase benchmark, to determine the credit limit increase that needs to be allocated to the user for the target resources. Alternatively, it could be by combining behavioral similarity and the user's credit limit increase coefficient to determine a credit limit increase percentage, and then combining this percentage increase with the user's total credit limit for the target resources to determine the credit limit increase that needs to be allocated to the user for the target resources.

[0087] The following section describes how to adjust a user's available quota for a target resource, taking into account one possible scenario of determining the user's quota increment.

[0088] like Figure 2 The diagram illustrates a flowchart of a resource management method provided in this application embodiment. This method can be applied to the aforementioned resource service platform. The illegal activities described in this embodiment may include:

[0089] S201, obtain historical behavior information of a user and a reference user in a target time period and a usage amount increment of the user using a target resource.

[0090] The historical behavior information is used to represent a demand degree of the user for applying for a quota of the target resource to the resource service platform.

[0091] The reference user is a user in the resource service platform who uses the target resource with the largest usage amount.

[0092] S202, determine a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user.

[0093] S203, determine a quota increment coefficient of the user based on the usage amount increment of the user and the usage amount increment of the reference user.

[0094] The above two steps can refer to the related introduction of the foregoing embodiments, and will not be described here again.

[0095] S204, determine a quota increase reference proportion of an adjustable quota corresponding to the target resource.

[0096] The quota increase reference proportion is a ratio of the usage amount increment of the reference user using the target resource in the target time period to a total usage quota of the reference user for the target resource.

[0097] The total usage quota of the reference user for the target resource is a total amount of the target resource currently allocated to the reference user by the resource service platform.

[0098] In the present application, the ratio of the usage amount increment of the reference user to the total usage quota of the reference user can be considered as the highest quota increment in the resource service platform, so that the quota increase reference proportion is used as a reference proportion for increasing the target resource for the user, which can be beneficial to subsequently reasonably determining a quota increment of the target resource suitable for being increased for the user.

[0099] S205, determine a quota increment of the target resource that can be allocated to the user in combination with the behavior similarity, the quota increase coefficient of the user, and the quota increase reference proportion.

[0100] The quota increment refers to an amount of the target resource that can be newly allocated to the user on the basis of the target resource already possessed by the user.

[0101] In the present application, the quota increase reference proportion is combined with the behavior similarity and the quota increase coefficient to determine the quota increment of the target resource that can be increased for the user, so that the quota increment of the target resource suitable for being increased for the user can be more reasonably determined.

[0102] The specific implementation of determining the quota increment can also have multiple possibilities.

[0103] For example, in a possible implementation, the target quota increase ratio of the target resource that can be increased for the user can be determined in combination with the behavior similarity, the user quota increase coefficient, and the quota increase reference ratio. For example, the product of the average value of the behavior similarity and the user quota increase coefficient and the quota increase reference ratio can be determined as the target quota increase ratio corresponding to the user. Correspondingly, the product between the target quota increase ratio corresponding to the user and the total amount of the quota of the target resource currently possessed by the user can be determined as the quota increment that can be allocated to the user for the target resource.

[0104] Of course, after the target quota increase ratio of the target resource that can be increased for the user is determined in combination with the behavior similarity, the user quota increase coefficient, and the quota increase reference ratio, the target quota increase ratio can also be multiplied by a set reference quota amount to obtain the quota increment. The reference quota amount can be set as needed, and the reference quota amount can be the quota increment of the reference user, without limitation.

[0105] S206, based on the quota increment corresponding to the user and the total amount of the quota of the target resource possessed by the user, adjusting the usable quota of the user for the target resource.

[0106] For example, based on the total amount of the quota of the target resource possessed by the user, the usable quota of the user for the target resource is increased by the total amount of the quota to obtain the adjusted total amount of the quota.

[0107] It can be understood that in most cases, the usage amount of the target resource by the user is increased, but in some special cases, the demand amount of the target resource by the user can be decreased. Based on this, in order to more reasonably adjust the usable quota of the user for the target resource, the present application needs to adopt different quota adjustment strategies for the two cases that the quota increment corresponding to the user is positive and negative.

[0108] For example, in a possible case, if the quota increment corresponding to the user is positive, the usable quota of the user for the target resource can be increased based on the quota increment corresponding to the user and the total amount of the quota of the target resource possessed by the user.

[0109] Correspondingly, if the quota increment corresponding to the user is negative, the total amount of the quota of the target resource possessed by the user can be maintained unchanged. Meanwhile, the quota increment corresponding to the user can also be stored for subsequent verification and manual adjustment.

[0110] Of course, the above is an example of how to adjust a user's available quota for a target resource. This application also applies to other methods of adjusting a user's available quota for the same target resource by combining behavioral similarity and the user's quota increment coefficient, and there are no restrictions on such methods.

[0111] In the embodiments of this application, there may be a variety of conditions that trigger the adjustment of the available quota of the target resources allocated to the user, and this application does not impose any restrictions on them.

[0112] For example, in one possible implementation, it could be that the available amount of the target resource allocated to the user by the resource service platform is insufficient, and obtain the user's and reference user's historical behavior information and the incremental amount of the target resource used within the target time period.

[0113] The available amount of target resources allocated to users by the resource service platform refers to the insufficient remaining amount of target resources available to users.

[0114] There are several possible reasons why the available quantity is insufficient.

[0115] For example, if the ratio between the total amount of target resources used by a user through the resource service platform and the total amount of target resources the user has exceeds a first set threshold, then it is determined that the user's available target resources are insufficient.

[0116] For example, it could be detected that the ratio of a user's usage of the target resource to the total amount of the quota exceeds a second set threshold within a set monitoring period.

[0117] To facilitate understanding of the solution proposed in this application, an example is provided below, along with a description of the possible scenarios for the target resource.

[0118] like Figure 3 The diagram illustrates a flowchart of an application example of the resource management method provided in this embodiment. The method of this embodiment may include:

[0119] S301, it was detected that the available amount of the target resource allocated to the user by the resource service platform was insufficient, and the historical behavior information of the user and the reference user during the target time period and the incremental amount of the target resource used were obtained.

[0120] The reference user is the user with the highest usage of the target resource on the resource service platform.

[0121] To facilitate understanding of the increase in usage, we will explain it in conjunction with two typical scenarios of the target resource.

[0122] For example, if the target resource is CPU usage, the increase of the CPU usage of the user in the target time period (e.g., the last seven days) can be determined in combination with the usage of the user in different time periods. The same applies to the reference user.

[0123] For another example, if the target resource is the mail resource allocated by the resource service platform to the user, the mail resource is used to realize the receiving and sending of mails. On this basis, the increase of the mail receiving and sending of the user in the target time period can be determined in combination with the total number of mails received and sent by the user in different time periods. Considering that the mail resource may be more concerned about the mail sending amount in a short time, the target time period can be a shorter time period such as one day, and is not limited to this. The same applies to the reference user, which will not be described here.

[0124] The historical behavior information of the user and the reference user can be referred to the related description of the previous embodiments. In particular, for the case where the target resource is the mail resource, the historical behavior information can include the mail sending time, the mail sending times, the mail sending amount per unit time, the data amount of a single mail, and other behavior information related to mail sending in addition to the related description of the previous embodiments.

[0125] S302, based on the historical behavior information of the user and the historical behavior information of the reference user, determine the Pearson correlation coefficient between the user and the reference user, and determine the determined Pearson correlation coefficient as the behavior similarity between the user and the reference user.

[0126] This embodiment is described by way of example of a manner of calculating the behavior similarity for the purpose of facilitating understanding, but other manners of calculating the behavior similarity are also applicable to this embodiment.

[0127] S303, based on the usage increase of the user and the usage increase of the reference user, determine the quota increase coefficient of the user.

[0128] For example, the quota increase coefficient S i may be expressed as the following formula one:

[0129]

[0130] wherein t i is the usage increase of the user i, and the user i represents the i th user in the resource service platform, the value of i can be from 1 to N, N is the total number of users using the target resource in the resource service platform, and t max is the usage increase of the reference user.

[0131] S304, determine the ratio between the incremental usage of the reference user and the total usage of the target resources by the reference user, and determine the ratio as the benchmark ratio for the increase in the quota corresponding to the target resources.

[0132] The benchmark increase ratio can be considered as the set ratio that can increase the target resources.

[0133] For example, assuming the incremental usage value for the reference user is 200, and the total usage of the target resource for the reference user is 1000, then the base ratio for the increase in the target resource's allowable amount is 0.2.

[0134] S305. Combining the similarity of the user's behavior with that of the reference user, the user's credit limit increase coefficient, and the baseline increase ratio of the credit limit, determine the target credit limit increase ratio for the user.

[0135] The target quota increase percentage refers to the percentage increase that the user can add to their existing target resources.

[0136] For example, the user's target credit limit increase ratio U s It can be calculated using the following formula:

[0137]

[0138] Where, sim(u max u i ) represents user i's historical behavior information u i Compared with the historical behavior information of the reference user u max Behavioral similarity between them, S i The meaning is shown in Formula 1, S t This indicates a base percentage increase in the credit limit.

[0139] S306, Based on the target quota increase ratio, determine the quota increment that can be allocated to the user for the target resources.

[0140] For example, the product of the total amount of target resources allocated to users by the resource service platform (i.e., the total amount of target resources that users have) and the increase ratio of the target amount is determined as the amount increment.

[0141] S307, Based on the user's corresponding credit limit increment and the total credit limit of the target resource that the user has, adjust the user's available credit limit for the target resource.

[0142] Of course, steps S306 and S307 are an example, and in actual application, the available quota of the user for the target resource can also be directly adjusted based on the target quota increase ratio of the user, so that the total amount of the quota of the user after adjustment increases by the target quota increase ratio relative to the total amount of the quota before adjustment.

[0143] Compared with the conventional quota increase ratio based on the user each time, the scheme of the present application dynamically adjusts the increased quota of the user for the target resource according to the relationship between the behavior similarity and the usage amount increment of the user and the reference user, so that the quota adjustment is more flexible and reasonable.

[0144] Corresponding to a resource management method of the present application, the present application also provides a resource management device.

[0145] As shown in Figure 4 , which shows a component structure schematic diagram of a resource management device of the present application, the device of the present embodiment can include:

[0146] The information obtaining unit 401 is configured to obtain historical behavior information of a user and a reference user in a target time period and a usage amount increment of the user using a target resource, wherein the historical behavior information is used to represent the demand degree of the user for applying for a quota of the target resource to a resource service platform, and the reference user is a user with the largest usage amount of the target resource in the resource service platform.

[0147] The similarity determining unit 402 is configured to determine a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user.

[0148] The increment coefficient determining unit 403 is configured to determine a quota increment coefficient of the user based on the usage amount increment of the user and the usage amount increment of the reference user.

[0149] The resource quota adjusting unit 404 is configured to adjust the available quota of the user for the target resource based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user.

[0150] In a possible implementation, the resource quota adjusting unit includes:

[0151] The increment determining sub-unit is configured to determine a quota increment of the target resource that can be allocated to the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user.

[0152] The quota adjusting sub-unit is configured to adjust the available quota of the user for the target resource based on the quota increment corresponding to the user and the total amount of the quota of the target resource possessed by the user.

[0153] In a further possible implementation, the increment determining subunit comprises:

[0154] The reference proportion determining subunit is configured to determine an increment reference proportion of the adjustable quota corresponding to the target resource, the increment reference proportion being a ratio of the usage increment of the target resource by the reference user in the target time period to the total usage quota of the target resource by the reference user.

[0155] The increment comprehensive determining subunit is configured to determine the usage quota increment of the target resource that can be allocated to the user in combination with the behavior similarity, the usage quota increment coefficient of the user, and the increment reference proportion.

[0156] In a further possible implementation, the similarity determining unit comprises:

[0157] The similarity determining subunit is configured to determine a Pearson correlation coefficient between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user, and determine the determined Pearson correlation coefficient as the behavior similarity between the user and the reference user.

[0158] In a further possible implementation, the information obtaining unit comprises:

[0159] The information obtaining subunit is configured to detect that the available amount of the target resource allocated to the user by the resource service platform is insufficient, and obtain the historical behavior information and the usage increment of the target resource of the user and a reference user in a target time period.

[0160] In a further possible implementation, the information obtaining subunit comprises:

[0161] The first information obtaining subunit is configured to detect that a ratio between the total usage amount of the target resource used by the user and the total usage quota of the target resource by the user exceeds a first set threshold, and obtain the historical behavior information and the usage increment of the target resource of the user and a reference user in a target time period.

[0162] Alternatively,

[0163] The second information obtaining subunit is configured to detect that a ratio between the usage amount of the target resource used by the user and the total usage quota of the target resource exceeds a second set threshold in a set monitoring time interval, and obtain the historical behavior information and the usage increment of the target resource of the user and a reference user in a target time period.

[0164] In a further possible implementation, the increment coefficient determining unit comprises:

[0165] The increment coefficient determination sub-unit is configured to determine a ratio of the usage increment of the user to the usage increment of the reference user as the increment coefficient of the user.

[0166] In yet another possible implementation, the historical behavior information comprises at least one of:

[0167] a usage amount of the user using the target resource;

[0168] an application quota value of the user applying for the target resource from the resource service platform;

[0169] a number of times of the user accessing a quota query page of the target resource in the resource service platform.

[0170] In yet another possible implementation, the resource quota adjustment unit comprises:

[0171] a first adjustment sub-unit configured to, if the increment coefficient of the user is positive, increase the available quota of the user for the target resource based on the increment coefficient of the user and the total amount of the quota of the user for the target resource;

[0172] a second adjustment sub-unit configured to, if the increment coefficient of the user is negative, maintain the total amount of the quota of the user for the target resource unchanged and store the increment coefficient.

[0173] In yet another aspect, the present application also provides an electronic device, which can be an electronic device in a resource service platform. As shown in Figure 5 , which shows a constituent structure diagram of the electronic device. The electronic device can be any type of electronic device, and the electronic device at least comprises a processor 501 and a memory 502.

[0174] The processor 501 is configured to execute the resource management method in any one of the above embodiments.

[0175] The memory 502 is configured to store programs required by the processor for operation.

[0176] It can be understood that the electronic device can further comprise a display unit 503 and an input unit 504.

[0177] Of course, the electronic device can also have more or less components, and no limitation is imposed thereon. Figure 5

[0178] ​In another aspect, the present application also provides a computer readable storage medium, wherein at least one instruction, at least one program, a code set or an instruction set is stored, and the at least one instruction, the at least one program, the code set or the instruction set is loaded and executed by a processor to implement the resource management method according to any one of the above embodiments.

[0179] The present application also provides a computer program, which comprises computer instructions stored in a computer readable storage medium. The computer program is used to execute the resource management method according to any one of the above embodiments when running on an electronic device.

[0180] It should be noted that each of the above-described embodiments of the present application is described in a progressive manner, and each embodiment focuses on the differences from other embodiments. Therefore, the same or similar parts among the embodiments can be mutually referred to. Meanwhile, the features described in each of the embodiments can be replaced or combined with each other, so that the person skilled in the art can implement or use the present application. For the device embodiments, since they are basically similar to the method embodiments, the description is relatively simple, and the relevant parts can be referred to the part of the method embodiments.

[0181] Finally, it should be noted that in this document, the terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that there is any such actual relationship or order between the entities or operations. Moreover, the terms "include", "contain" or any other variants thereof are intended to cover non-exclusive inclusion, so that the process, method, article or device including a series of elements not only includes those elements, but also includes other elements not explicitly listed or inherent to such process, method, article or device. Without more limitations, the element defined by the statement "including a" does not exclude the presence of another identical element in the process, method, article or device including the element.

[0182] The above description of the disclosed embodiments enables a person skilled in the art to implement or use the present application. Various modifications to the embodiments will be apparent to those skilled in the art, and the general principles defined herein can be implemented in other embodiments without departing from the spirit or scope of the present application. Therefore, the present application will not be limited to the embodiments shown herein, but will conform to the widest scope consistent with the principles and novel features disclosed herein.

[0183] The above merely preferred embodiments of the present application, it should be noted that for those of ordinary skill in the art, without departing from the principles of the present application, can make several improvements and refinements, these improvements and refinements should also be considered as the scope of protection of the present application.

Claims

1. A resource management method, comprising: obtaining historical behavior information of a user and a reference user in a target time period and a usage amount increment of a target resource, the historical behavior information being used to represent a demand degree of the user for a quota of the target resource applied to a resource service platform, the reference user being a user in the resource service platform with a largest usage amount of the target resource; determining a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user; determining a quota increment coefficient of the user based on the usage amount increment of the user and the usage amount increment of the reference user; adjusting a usable quota of the target resource of the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user. 2.The method of claim 1, wherein the adjusting the usable quota of the target resource of the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user comprises: determining a quota increment of the target resource that can be allocated to the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user; and adjusting the usable quota of the target resource of the user based on the quota increment corresponding to the user and a total amount of the quota of the target resource that the user has. 3.The method of claim 2, wherein the determining the quota increment of the target resource that can be allocated to the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user comprises: determining a quota increase reference ratio of an adjustable quota corresponding to the target resource, the quota increase reference ratio being a ratio of the usage amount increment of the target resource of the reference user in the target time period to a total amount of the usage quota of the target resource that the reference user has; and determining the quota increment of the target resource that can be allocated to the user in combination with the behavior similarity, the quota increase coefficient of the user and the quota increase reference ratio. 4.The method of any one of claims 1 to 3, wherein the determining the behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user comprises: determining a Pearson correlation coefficient between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user, and determining the determined Pearson correlation coefficient as the behavior similarity between the user and the reference user. 5.The method of claim 1, wherein the obtaining the historical behavior information of the user and the reference user in the target time period and the usage amount increment of the target resource comprises: detecting that an available amount of the target resource allocated to the user by the resource service platform is insufficient, and obtaining the historical behavior information of the user and the reference user in the target time period and the usage amount increment of the target resource. 6.The method of claim 5, wherein the detecting that the available amount of the target resource allocated to the user by the resource service platform is insufficient comprises: detecting that a ratio between a total amount of use of a target resource by a user and a total amount of quota of the target resource possessed by the user exceeds a first set threshold value; or, detecting that a ratio between an amount of use of the target resource by the user and the total amount of quota within a set monitoring time interval exceeds a second set threshold value.

7. The method of claim 1, wherein the determining the quota increment coefficient of the user based on the use amount increment of the user and the use amount increment of the reference user comprises: determining a ratio between the use amount increment of the user and the use amount increment of the reference user as the quota increment coefficient of the user.

8. The method of claim 1, wherein the historical behavior information comprises at least one of: an amount of use of the target resource by the user; an application quota value of the target resource applied for by the user to the resource service platform; a number of times of accessing a quota query page of the target resource in the resource service platform by the user.

9. The method of claim 2, wherein the adjusting the usable quota of the target resource of the user based on the quota increment corresponding to the user and the total amount of quota of the target resource possessed by the user comprises: if the quota increment corresponding to the user is a positive value, increasing the usable quota of the target resource of the user based on the quota increment corresponding to the user and the total amount of quota of the target resource possessed by the user; and if the quota increment corresponding to the user is a negative value, maintaining the total amount of quota of the target resource possessed by the user unchanged and storing the quota increment.

10. A resource management and control apparatus, comprising: an information obtaining unit configured to obtain historical behavior information of a user and a reference user and a use amount increment of a target resource within a target time period, the historical behavior information being used to represent a demand degree of the user for applying for a quota of the target resource to a resource service platform, the reference user being a user with a largest use amount of the target resource in the resource service platform; a similarity determining unit configured to determine a behavior similarity between the user and the reference user based on the historical behavior information of the user and the historical behavior information of the reference user; an increment coefficient determining unit configured to determine a quota increment coefficient of the user based on the use amount increment of the user and the use amount increment of the reference user; and a resource quota adjusting unit configured to adjust a usable quota of the target resource of the user based on the behavior similarity between the user and the reference user and the quota increment coefficient of the user.

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