JP2009187393A - Predictive cache method for caching frequently-accessed information in advance, system and program thereof - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To solve a problem that it is impossible to predict data necessary for a client from the viewpoint of access frequency and to cache them in advance. <P>SOLUTION: In this cache system for caching data, an entity of information used by a user is recorded. Frequently-accessed information recorded in a data storage means is stored. The access frequency to the information used by the user is recorded. An access request is received, information is retrieved from one or both of a cache storage means and the data storage means. The information obtained as the result of the retrieval is returned to a request source. The frequently-accessed information is recorded in the cache storage means based on the user access frequency to the information in reference to an access frequency storage means. <P>COPYRIGHT: (C)2009,JPO&INPIT

Description

  The present invention relates to a cache method, a system thereof, and a program thereof, which can be accessed at high speed during subsequent access by caching information in a cache data management structure.

  A cache system system related to the present invention will be described. FIG. 1 is a diagram showing a configuration of a cache system related to the present invention. Referring to FIG. 1, the cache system related to the present invention is composed of a data storage device, a cache management device, and a cache storage device.

  Regarding the storage capacity, the data storage device is sufficiently larger than the cache storage device. As a premise, all data is stored in the data storage device. On the other hand, data that is frequently accessed among the data in the data storage device is recorded in the cache storage device. In terms of retrieval speed, the cache storage device can retrieve data faster than the data storage device.

  The operation of the conventional cache system having such a configuration will be described below.

  A user or system issues a search request to the cache management device. The search request includes a unique number (ID) or search condition formula necessary for retrieving information from the data storage device. A unique number (ID) for identifying the data is assigned to the data in the data storage device. When the cache management device receives the search request, it inquires of the cache storage device whether the data of the ID requested by the search request is stored in the cache storage device.

  If there is data of the requested ID in the cache storage device, the data is retrieved from the cache storage device and returned as a search result to the search request source. On the other hand, if there is no data with the requested ID in the cache storage device, the data storage device is searched. When the requested ID data exists in the data storage device, the requested ID data is retrieved from the data storage device. The fetched data is returned to the search request source as a search result and input to the cache storage device.

  When a search request is made with the same ID after the next time, the cache management device can read the data at high speed without searching the data storage device by checking the cache storage device.

  In this regard, in the above-described cache system, when searching for content (data) stored in the server, a search priority is set to a search key used for searching for content, and high priority content is cached. By doing so, there is a technique for reducing the amount of communication between the server and the client (see, for example, Patent Document 1).

Patent Document 1 describes that the above-described search priority is determined by, for example, the order of popular categories, the order of the number of bids, the order of short remaining time, or a combination thereof. When the search result corresponding to the search key does not exist in the client cache unit, the search key is passed to the server, and the server searches the client for the search result. As a result, the amount of communication between the server and the client can be reduced.
JP 2003-316682 A

  The invention described in Patent Document 1 has a problem. The problem is that the access history of the client (user) so far is not taken into account, and data necessary for the client cannot be predicted and cached in advance from the viewpoint of access frequency.

  Therefore, the present invention obtains the access frequency based on the access history in the data managed by the user based on the number of access to the data, the access interval to the data, or both, and information with high access frequency is obtained in advance. It is an object of the present invention to provide a predictive pre-cache method that can be cached, a system thereof, and a program thereof.

  According to a first aspect of the present invention, there is provided a cache system for caching data as a system, a data storage means for recording an entity of information used by a user, and information recorded in the data storage means Cache storage means for storing frequently accessed data, access frequency storage means for recording access frequency to information used by the user, and any of cache storage means or data storage means for receiving an access request Search information from both of them, return the information obtained as a result of the search to the request source, refer to the access frequency storage means, and search for information with high access frequency based on the access frequency to the user's information. There is provided a cache system comprising: a predicted cache management unit that records in a cache storage unit.

  According to the second aspect of the present invention, a search request from a user as a terminal is received, a cache storage means provided in the device or another device connected to a communication network is searched, and the requested information is transmitted to the user. Information that is frequently returned from other devices connected to the communication network, obtains frequently accessed information, and records it in the cache storage means, and information received from other devices connected to the communication network by the cache management means There is provided a terminal comprising: a cache storage means for recording the information; and an application execution means capable of executing a program according to the use of the received information.

  According to the third aspect of the present invention, the server receives a search request from the user, searches the data storage means, returns the requested information to the request source, and refers to the access frequency storage means provided by itself. A predictive cache management means for transmitting frequently accessed information to a request source, a data storage means for storing user information, and a time at which information used by a user is accessed based on a user search request. Record the access interval from the current time to the past, and determine the access frequency by counting how many times the access interval does not exceed the predetermined timeout period. An access log storage means for recording an access log, and an access frequency storage means for recording the access frequency. Server, characterized by further comprising a means is provided.

  According to a fourth aspect of the present invention, there is provided a cache method for caching data as a method, a data storage step for recording an entity of information used by a user, and information recorded in the data storage step A cache storage step for storing frequently accessed items, an access frequency storage step for recording access frequency to information used by a user, and either a cache storage step or a data storage step upon receipt of an access request Search information from both or both, return the information obtained as a result of the search to the requester, and refer to the access frequency storage step, and search for information with high access frequency based on the access frequency to the user's information. A cache having a predictive cache management step for recording in the cache storage step The law is provided.

  According to a fifth aspect of the present invention, there is provided a cache program for caching data as a program, a data storage function for recording an entity of information used by a user, and information recorded in the data storage function A cache storage function for storing frequently accessed items, an access frequency storage function for recording the access frequency to information used by the user, and a cache storage function or a data storage function for receiving an access request. Search the information from both of them, return the information obtained as a result of the search to the request source, refer to the access frequency storage function, and search for information with high access frequency based on the access frequency to the user's information. A cache program for causing a computer to realize a predictive cache management function for recording in a cache storage function Beam is provided.

  According to the present invention, based on the access history in the data managed by the user, the access frequency is obtained from the number of access to the data, the access interval to the data, or both, and information with high access frequency is obtained in advance. Since it can be cached, data with high access frequency can be cached in advance.

  Next, the outline of the embodiment of the present invention will be described with reference to FIG.

  The predictive advance cache system using an access history, which is an embodiment of the present invention, includes an advance predictive cache management device 11, a cache storage device 12, a data storage device 13, and an access frequency storage device 14. .

  The prior prediction cache management device 11 is a device that predicts the next required data from the data access history of the user and extracts the data required in advance. The cache storage device 12 is a device that stores cache data. The data storage device 13 is a device that stores data. The access frequency storage device 14 is a device that records the frequency of access to data.

  The operation of this system will be described below.

  Based on the user input or the system request, a search request is issued to the prior prediction cache management device 11. The search request includes a unique number (ID) or a search condition expression necessary for retrieving information from the data storage device 13. When receiving the search request, the prior prediction cache management device 11 inquires of the cache storage device 12 whether there is data corresponding to the requested ID or the search condition expression.

  If there is corresponding data in the cache storage device 12, the data is returned to the search request source as a search result. On the other hand, if there is no corresponding data in the cache storage device 12, the data storage device 13 is searched. If there is data corresponding to the search request in the data storage device 13, the data is retrieved and returned as a search result. In addition, the access frequency information of the data accessed by the search request is updated in the access frequency storage device 14.

  Subsequently, the access frequency information in the access frequency storage device 14 is referred to, the access frequency is obtained based on the number of accesses to the data and the access interval, and data with a high access frequency is retrieved from the data storage device 13. Data having a high access frequency obtained by the search is searched from the data storage device. Data with high access frequency is taken out from the data recording device 13 and the data is input to the cache storage device 12. By adopting such a configuration, executing the above-described operation, and caching not only the data requested by the search request but also the data that is frequently accessed by the user, the object of the present invention can be achieved.

  Next, the best mode for carrying out the invention will be described in detail with reference to the drawings.

  The embodiment of the present invention operates under program control, and includes a client terminal 1 composed of a computer or a device, a computer serving as a server 2, and a communication path 3 for communication between the server and the client.

  The client terminal 1 includes an application 101 that provides an operation screen and application functions for a user, a client-side cache management device 102 that controls a search request from the application and a cache management structure, and a cache storage device 103 that manages cache data. Have.

  The server 2 includes a cache management device 201 that manages caches and predicts next necessary data from a search request, an access frequency storage device 202 that records access frequency, and a database 203 that stores data.

  The functions of these devices will be described below.

  The application 101 of the client terminal 1 receives an operation from the user of the client terminal 1. When data is required, a data retrieval request is issued to the cache management apparatus 102 on the client side. The search request includes a search condition expression or ID indicating which data is necessary. The data received as a search result is displayed on the screen. In addition, each application has a unique function for each application.

  The client side cache management apparatus 102 processes a search request from the application 101 of the client terminal 1. Specifically, when the search request is received, the client side cache management apparatus 102 uses the search condition expression or ID included in the search request to the cache storage apparatus 103 to check whether there is data corresponding to the search request in the cache storage apparatus 103. Search for. If there is data in the cache storage device 103 as a result of the search, the data is returned to the search request source application 101 as a search result. When there is no data corresponding to the search request in the cache storage device 103, the search request is transmitted to the server-side prior prediction cache management device 201 of the server 2. Data obtained as a result of the search request to the server is returned to the application 101. The server 2 also sends data that is determined to be cached with high access frequency according to prior prediction. The client side cache management apparatus 102 inserts the data sent based on these prior predictions into the cache storage apparatus 103.

  The client side cache storage device 103 stores data received from the server 2 by the client side cache management device. The cache storage device manages data using a data management structure such as LRU (Least Recently Used), hash, list structure, and B-tree. Further, the cache storage device 103 processes a search from the client side cache management device 102. The search is performed by searching the cache storage device for data that matches a given search condition expression or ID.

  The server-side prior prediction cache management apparatus 201 processes the search request sent from the client-side cache management apparatus 102 and returns a search result. In this search, the database 203 is searched using the search condition formula included in the search request, and the corresponding data is transmitted to the client side cache management apparatus 102. In addition, from the access history to the data of the client, the user searches the database for data that is required next frequently, and transmits the result to the client terminal 1 as data to be pre-cached.

  In the access frequency storage device 203, information relating to data access frequency is recorded. Specifically, it is recorded how many times the data has been accessed within a certain period. This record is updated and referred to by the server-side prior prediction cache management apparatus 201.

  The data entity is stored in the database.

In this embodiment, an RDBMS (Relational DataBase Management System) is used for the database. In this regard, other database management systems other than the RDBMS may be employed.
Next, the overall operation of this embodiment will be described in detail with reference to the flowchart of FIG.

  First, a record (data) is required for some reason (user operation request, application start) in the application 101 of the client terminal 1 (step S1 in FIG. 4).

  When data is needed, the application issues a search request for requesting a record to the cache management apparatus 102 on the client side (step S2). The cache management apparatus 102 that has received the search request searches the cache storage apparatus 103 based on the search condition expression of the search request (step S3).

  If a record exists in the cache storage device 103, the record is returned to the application 101 as a search result (step S5). At this time, the server 2 is notified that the record has been accessed (step S6).

  On the other hand, if there is no record in the cache storage device 103, a search request is transmitted to the server 2 (step S10).

  The server-side prior prediction cache management apparatus 201 that has received the search request searches the database 203 using the search condition expression of the search request (step S11). If there is no search result in the database 203, the client terminal 1 is notified that there is no corresponding record, and the client terminal 1 that has received the notification notifies the application 101 (steps S14 and S15). If there is a record corresponding to the search condition in the database 203, the corresponding record is transmitted to the client terminal 1 (step S13).

  When the server-side database 203 is searched by a request from the client and a corresponding record is found, or when the server 2 receives a notification that a record in the client's cache is accessed, the server-side predictive cache management device 201 updates the access frequency information of the accessed record in the access frequency storage device 202 (step S7). Further, the access frequency information stored in the access frequency storage device 202 is referred to obtain a record with a high access frequency (step S8). A record with high access frequency is transmitted to the client terminal 1 as a record to be cached in advance (step S9).

  Hereinafter, a method for obtaining a record having a high access frequency from the access frequency information in step S8 will be described.

  FIG. 5 shows an example of recording the access frequency. In this example, the access frequency is stored by recording the table name, the record number, and the number of accesses to the record number. A record with a record number in a line with a large number of accesses becomes a record with a high access frequency.

  An example of this case is shown in FIG. 6, in which a storage area is divided instead of describing the table name as another form of the access frequency storage method.

  Next, how to determine the number of accesses is described. FIG. 7 is a diagram showing the access status for a certain record. First, an “effective period”, which is a period for which the access frequency is calculated, is obtained. The valid period is set to a value sufficiently longer than a timeout period described later. Of the access to the records, attention is paid only to the access of the records that are in the valid period from the current time point.

  In the example of FIG. 7, accesses from 1 to 8 are effective accesses. If there are sufficient computing resources, the validity period is infinite, that is, the validity period need not be set. Next, for valid accesses, the number of records whose record access interval is shorter than the timeout period is counted from the present time to the past. In the example of FIG. 7, since the access interval between the accesses 5 and 6 is longer than the timeout period, the records 1, 2, 3, 4, and 5 are counted, and the access count is 5.

  Next, the effect of this embodiment will be described.

  In the present embodiment, in addition to the record requested by the client terminal 1, a record having a high access frequency from the access history to the record of the client terminal 1 is transmitted from the server 2 to the terminal 1. Further, the server 2 has an access frequency storage device 202 for recording the access frequency to the record, and obtains the access frequency of the record. Because of the above configuration, records requested by the client terminal and records accessed frequently by the client terminal 1 can be cached. For this reason, when a record with high access frequency is read again, it is not necessary to communicate with the server again, so that the reading speed can be improved. Furthermore, even if the client and server cannot communicate, records with high access frequency are cached and can be referenced.

  Next, a modification of the configuration of the embodiment of the present invention will be described as an example.

  FIG. 8 illustrates a stand-alone example that is not separated into a server and a client (terminal), unlike the above-described embodiment. Also in the present embodiment, the processing flow excluding the portion for transmitting and receiving data on the communication path is the same as that in the above-described embodiment.

  FIG. 9 shows an embodiment in which an access frequency is recorded using a log storage device without using an access frequency storage device, and the access frequency is obtained using the log. Even in this embodiment, the processing procedure is the same as in the previous embodiment. However, when the access frequency is required, it is necessary to calculate the access frequency using an access log to the data each time.

  FIG. 10 is an implementation example in which a cache management device that manages a cache and a prediction device that predicts data close to a reference time by referring to an access frequency storage device are realized by different devices. Also in this embodiment, the processing procedure is the same as in the previous embodiment.

  The effect of the present invention is that the number of data accesses and the data access interval are obtained from the data access history of the user, data having a high access frequency is obtained based on such information, and can be cached in advance. By caching in advance, even data that has never been accessed is inserted into the cache if the access frequency is high, so that data search can be performed at high speed.

  Further, when obtaining the access frequency information, this method uses two pieces of information of the number of accesses and the access interval. For this reason, it is possible to find data that has been accessed many times in the past, but has recently decreased in access frequency and has a long data access interval. Therefore, the access frequency can be obtained more accurately.

  In addition, each apparatus which comprises the prediction type cache system and system which are embodiment of this invention is realizable with a hardware, software, or these combination.

  INDUSTRIAL APPLICABILITY The present invention is suitable for applications such as reducing communication waiting time in an environment where required data is requested from a mobile phone from a server. Further, the present invention can be applied to uses such as obtaining frequently used data from data accessed by a terminal.

It is a block diagram which shows the structure of the form of the conventional cache system. It is a block diagram which shows the structure of the form of this invention. It is a block diagram which shows the structure of the best form for implementing this invention. It is a flowchart which shows operation | movement of the best form for implementing this invention. It is a flowchart which shows operation | movement of the best form for implementing this invention. It is a figure which shows the recording system of the access frequency for implementing this invention. It is a figure which shows another implementation system of the recording system of the access frequency for implementing this invention. It is a figure which shows the calculation system of the access frequency for implementing this invention. It is a block diagram which shows the structure by the stand-alone which is another embodiment of this invention. It is a block diagram which shows the structure which calculates | requires access frequency from an access log when the access frequency information which is another embodiment of this invention is required. It is a block diagram which shows the structure in the Example in case the cache management apparatus which is another embodiment of this invention, and a prior prediction apparatus are another apparatuses.

Explanation of symbols

DESCRIPTION OF SYMBOLS 1 Client terminal 2 Server 3 Communication path 11,301 Prior prediction cache management apparatus 12 Cache storage apparatus 13 Data storage apparatus 14 Access frequency storage apparatus 101 Application 102 Client side cache management apparatus 103 Cache storage apparatus 201 Cache management apparatus 202 Access frequency storage apparatus 203 Database 401 Disk 501 Access log storage device 601 Cache management device 701 Advance prediction device

Claims (33)

A cache system for caching data,
Data storage means for recording the substance of information used by the user;
Cache storage means for storing frequently accessed information among the information recorded in the data storage means;
Access frequency storage means for recording the frequency of access to information used by the user;
Upon receiving an access request, information is retrieved from either or both of the cache storage means and the data storage means, the information obtained as a result of the search is returned to the request source, and the access frequency storage means is referred to. Predictive cache management means for recording frequently accessed information in the cache storage means based on the frequency of access to the information,
A cache system comprising: The cache system according to claim 1,
The access frequency in the predictive cache management means records the time of access to information used by the user, obtains an access interval from the current time to the past, and is determined in advance among the obtained access intervals. A cache system characterized by obtaining the number of times of access without exceeding the timeout time. The cache system according to claim 1 or 2,
The cache system is characterized in that the update of the access frequency in the predictive cache management means is performed either when an access request is received or periodically, or a combination thereof. The cache system according to any one of claims 1 to 3,
The prediction cache management means, when receiving an access request for information, first searches the cache storage means, and if there is no requested information in the cache storage means, searches the data storage means . The cache system according to any one of claims 1 to 3,
It further comprises either or both of an information carrying means for carrying information between the cache storage means and the data storage means, a prediction cache means for predicting information to be cached,
When the prediction cache management means receives an access request to information, it first searches the cache storage means, and when there is no requested information in the cache storage means, any of the data storage means, the prediction cache means, and the information carrying means A cache system, wherein the requested information is retrieved from the data storage means and stored in the cache storage means. The cache system according to any one of claims 1 to 5,
The prior prediction cache management means searches for information recorded in the cache storage means and the data storage means using a search condition formula or a unique number. The cache system according to any one of claims 1 to 6,
The access frequency storage means stores a plurality of definitions including a table name, a record number, and the number of accesses that can be omitted if there is only one, and the predictive cache management means refers to each definition to determine the access frequency. A cache system characterized by seeking. The cache system according to any one of claims 1 to 7,
The access frequency storage means stores a plurality of access frequency information including a table name, a record number, and the number of accesses that can be omitted if there is only one, and the predictive cache management means refers to the access frequency information. A cache system characterized by obtaining the access frequency. The cache system according to any one of claims 1 to 8, wherein the cache system is connected to a client making an access request via a network.
A cache system, further comprising: a transmission unit configured to transmit information requested to be accessed and related information with high access frequency to the client as a request source via the network. In response to a search request from the user, the cache storage means provided by the user or another device connected to the communication network is searched, the requested information is returned to the user, and the other device connected to the communication network Cache management means for acquiring frequently accessed information and recording it in the cache storage means;
Cache storage means for recording information received from other devices connected to the communication network by the cache management means;
Application execution means capable of executing a program according to the use of the received information;
A terminal comprising: In advance of receiving a search request from a user, searching the data storage means, returning the requested information to the request source, referring to the access frequency storage means provided by the user, and transmitting information with high access frequency to the request source Predictive cache management means;
Data storage means for storing user information, based on the user's search request, the time when the information used by the user was accessed was recorded, and the access interval was determined from the current time to the past. An access counting means for obtaining an access frequency by counting how many times an access interval is accessed without exceeding a predetermined timeout time,
With
A server further comprising: an access log storage unit that records an access log; and an access frequency storage unit that records the access frequency. A caching method for caching data,
A data storage step for recording an entity of information used by the user;
A cache storage step for storing frequently accessed information among the information recorded in the data storage step;
An access frequency storage step for recording the frequency of access to information used by the user;
Upon receiving an access request, information is retrieved from either the cache storage step and / or the data storage step, the information obtained as a result of the search is returned to the request source, and the access frequency storage step is referred to A predictive cache management step for recording frequently accessed information in the cache storage step based on the access frequency to the information of
A caching method comprising: The caching method according to claim 12, wherein
The access frequency in the predictive cache management step records the access time to information used by the user, obtains an access interval from the current time to the past, and is determined in advance among the obtained access intervals. A cache method characterized in that it is obtained by counting how many times access is made without exceeding a timeout time. The cache method according to claim 12 or 13,
The access frequency update in the predictive cache management step is performed when an access request is received, periodically, or a combination thereof. The cache method according to any one of claims 12 to 14,
The prediction cache management step, when receiving an access request for information, first searches the cache storage step, and if there is no requested information in the cache storage step, searches the data storage step . The cache method according to any one of claims 12 to 14,
One or both of an information carrying step for carrying information between a cache storage step and a data storage step, a prediction cache step for predicting information to be cached, or both,
When the prediction cache management step receives an information access request, the cache storage step is searched first, and when there is no requested information in the cache storage step, any of the data storage step, the prediction cache step, and the information carrying step A cache method, wherein the requested information is retrieved from the data storage step and stored in the cache storage step. The cache method according to any one of claims 12 to 16, comprising:
In the cache method, the pre-forecast cache management step searches the information recorded in the cache storage step and the data storage step using a search condition formula or a unique number. The cache method according to any one of claims 12 to 17,
The access frequency storing step stores a plurality of definitions including a table name, a record number, and the number of accesses that can be omitted if there is only one, and the predictive cache management step refers to each definition to determine the access frequency. A cache method characterized by obtaining. The cache method according to any one of claims 12 to 18, comprising:
The access frequency storage step stores a plurality of access frequency information including a table name, a record number, and the number of accesses that can be omitted if there is only one, and the predictive cache management step refers to the access frequency information. A cache method characterized by obtaining the access frequency. The cache method according to any one of claims 12 to 19, wherein the cache method is connected to a client making an access request via a network.
A cache method further comprising: a transmission step of transmitting information requested to be accessed and related information with high access frequency to the client as a request source via the network. In response to a search request from a user, the cache storage step provided in the computer or another device connected to the communication network is searched, the requested information is returned to the user, and the other device connected to the communication network A cache management step for acquiring frequently accessed information and recording it in a cache storage step;
A cache storage step for recording information received from other devices connected to the communication network by the cache management step;
An application execution step capable of executing a program according to the use of the received information;
A method characterized by comprising: In advance of receiving a search request from the user, searching the data storage step, returning the requested information to the request source, and referring to the access frequency storage step provided in the computer and transmitting information with high access frequency to the request source Predictive cache management steps;
Based on the data storage step for storing user information and the user's search request, the time when the information used by the user was accessed was recorded, and the access interval was determined from the current time to the past. An access count step for obtaining an access frequency by counting how many times an access interval is accessed without exceeding a predetermined timeout time,
With
A method comprising: an access log storing step for recording an access log; and an access frequency storing step for recording the access frequency. A cache program for caching data,
A data storage function for recording the substance of information used by the user;
A cache storage function for storing frequently accessed information among the information recorded in the data storage function;
An access frequency storage function that records the frequency of access to information used by users;
A user who receives an access request, retrieves information from either or both of the cache storage function and the data storage function, returns the information obtained as a result of the retrieval to the request source, and refers to the access frequency storage function. A predictive cache management function that records frequently accessed information in the cache storage function based on the frequency of access to the information of
A cache program characterized by causing a computer to realize the above. A cash program according to claim 23, wherein
The access frequency in the predictive cache management function records the time of access to information used by the user, obtains an access interval from the current time to the past, and is determined in advance among the obtained access intervals. A cache program characterized in that the cache program is obtained by counting how many times it is accessed without exceeding the timeout time. A cash program according to claim 23 or 24,
An access frequency update in the predictive cache management function is performed when an access request is received, periodically, or a combination thereof. A cache program according to any one of claims 23 to 25, wherein
The prediction cache management function searches for a cache storage function when receiving an access request to information, and searches for a data storage function when there is no requested information in the cache storage function. . A cache program according to any one of claims 23 to 25, wherein
An information carrying function for carrying information between the cache storage function and the data storage function, a prediction cache function for predicting information to be cached, or both,
When the prediction cache management function receives an access request to information, it first searches the cache storage function, and when there is no information requested for the cache storage function, any of the data storage function, the prediction cache function, and the information transport function A cache program, wherein the requested information is retrieved from the data storage function and stored in the cache storage function. A cash program according to any one of claims 23 to 27, wherein
The prior prediction cache management function searches for information recorded by the cache storage function and the data storage function using a search condition formula or a unique number. A cash program according to any one of claims 23 to 28, wherein:
The access frequency storage function stores a plurality of definitions including an optional table name, record number, and access count when there is only one, and the predictive cache management function refers to each definition to determine the access frequency A cash program characterized by seeking. A cash program according to any one of claims 23 to 29, wherein
The access frequency storage function stores a plurality of access frequency information including a table name, a record number, and the number of accesses that can be omitted when there is only one, and the predictive cache management function refers to the access frequency information. A cache program for obtaining the access frequency. The cache program according to any one of claims 23 to 30, wherein the cache program is connected to a client making an access request via a network.
A cache program for causing a computer to further realize a transmission function of transmitting information requested to be accessed and related information with high access frequency to the requesting client via the network. In response to a search request from a user, it searches a cache storage function that it implements on the computer or other devices connected to the communication network, returns the requested information to the user, and others connected to the communication network A cache management function for acquiring frequently accessed information from the device and recording it in the cache storage function;
A cache storage function for recording information received from other devices connected to the communication network by a cache management function;
An application execution function capable of executing a program according to the use of the received information;
A program characterized by comprising: In response to a search request from the user, the data storage function is searched, the requested information is returned to the request source, and the access frequency storage function that is realized by the computer by itself is referred to. A predictive cache management function to send,
Based on the data storage function for storing user information and the user's search request, the time when the information used by the user was accessed was recorded, and the access interval was determined from the current time to the past. An access count function that calculates the access frequency by counting how many times the access interval does not exceed a predetermined timeout period, and
Is realized on a computer,
A program for causing a computer to further realize any one of an access log storage function for recording an access log and an access frequency storage function for recording the access frequency.

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