US20100257527A1

US20100257527A1 - Computer applications classifier

Info

Publication number: US20100257527A1
Application number: US12/751,631
Authority: US
Inventors: Tomer DVIR; Ishay Green; Omer BAKI; Amit LAVIAN
Original assignee: SOLUTO Ltd
Current assignee: SOLUTO Ltd
Priority date: 2009-04-01
Filing date: 2010-03-31
Publication date: 2010-10-07
Also published as: US20100257533A1; US9652317B2; US8812909B2; US20100257543A1; US20100257185A1; US9135104B2; US20140325269A1

Abstract

A computer implemented method comprising: monitoring a plurality of processes relating to a plurality of applications and using a plurality of computing resources, at least some of the processes relating to a user activity; analyzing the use of the computing resources by each of the processes; analyzing the user activity in respect to the processes; and classifying the processes in respect to the analyzed user activity, wherein the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, are carried out during running the processes, and wherein at least one of: the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, is performed by at least one computer.

Description

CROSS REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Patent Application 61/202,750 filed on Apr. 1, 2009 and U.S. Provisional Patent Application 61/213,453 filed on Jun. 10, 2009, which are incorporated herein by reference.

BACKGROUND

1. Technical Field
The present invention relates to the field of computing devices and personal device accessories (PDA), and more particularly, to enhancing the efficiency of operating system and runtime environments associated with such devices.
2. Discussion of Related Art
The majority of existing computer and mobile phone operating systems use a priority-driven scheduler. The scheduling is mostly based on a simple, predefined priority setting within the application itself, and ad-hoc monitoring of real-time process behavior. Thus the priority with which a process or a thread will be processed in the computer is detached in time and context from the actual user need, computer processing (and other resources') capabilities, knowledge regarding the process itself, the interrelationship between processes, and more. In real-time, these priority settings only arbitrarily relate to the other concurrent processes, often leading to user frustration in his computer usage experience.
Although existing scheduling procedures are very limited and largely one dimensional, computer applications differ greatly on various traits, such as resource requirements over time, mode of use by the user, multiple-process relationship and others. Furthermore, critical factors in the computer's purpose and functionality, for example user requirements and expectations, do not play a part in the scheduling process.

BRIEF SUMMARY

Embodiments of the present invention provide a data processing system, comprising: a updating database of a plurality of processes relating to a plurality of applications and using a plurality of computing resources, at least some of the processes relating to at least one user activity, the database comprising a classification of the processes; a tracker arranged to monitor the processes in relation to the applications, the computing resources and their relation to the user activities, and update the database substantially immediately upon changes thereof; an analyzer arranged to analyze the use of the computing resources by each of the processes, and to analyze the user activities in respect to the processes; and a classifier arranged to classify the processes in respect to the analyzed user activity, and update the classification in the database.
Embodiments of the present invention provide a computer implemented method comprising: monitoring a plurality of processes relating to a plurality of applications and using a plurality of computing resources, at least some of the processes relating to a user activity; analyzing the use of the computing resources by each of the processes; analyzing the user activity in respect to the processes; and classifying the processes in respect to the analyzed user activity, wherein the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, are carried out substantially immediately during running the processes, and wherein at least one of: the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, is performed by at least one computer, computing device, or mobile phone.
These, additional, and/or other aspects and/or advantages of the present invention are: set forth in the detailed description which follows; possibly inferable from the detailed description; and/or learnable by practice of the present invention.

BRIEF DESCRIPTION OF THE DRAWINGS

The present invention will be more readily understood from the detailed description of embodiments thereof made in conjunction with the accompanying drawings of which:

FIG. 1 is a high level schematic block diagram of a data processing system, according to some embodiments of the invention; and

FIG. 2 is a high level flowchart illustrating a computer implemented method according to some embodiments of the invention.

DETAILED DESCRIPTION

Before explaining at least one embodiment of the invention in detail, it is to be understood that the invention is not limited in its application to the details of construction and the arrangement of the components set forth in the following description or illustrated in the drawings. The invention is applicable to other embodiments or of being practiced or carried out in various ways. Also, it is to be understood that the phraseology and terminology employed herein is for the purpose of description and should not be regarded as limiting.
For a better understanding of the invention, the usages of the following terms in the present disclosure are defined in a non-limiting manner:
The term “computer” as used herein in this application, is defined as a programmable machine that receives input, stores and manipulates data, and provides output in a useful format. A computer comprises at least a processor, a storage and an input/output unit. In particular, in this application, the term “computer” is understood to include any computing or communication device (e.g., mobile phones).
The term “application” as used herein in this application, is defined as computer software designed to help the user to perform a singular or multiple related specific tasks. Typical examples are word processors, spreadsheets, media players and database applications.
The term “process” as used herein in this application, is defined as an instance of an application that is being executed by a computer. The process comprises program code and current activity. Depending on the operating system (OS), a process may be made up of multiple threads of execution that execute instructions concurrently.
Whereas an application is a passive collection of instructions, a process is the actual execution of those instructions. Several processes may be associated with the same application; for example, opening up several instances of the same program often means more than one process is being executed.
The term “operating system” as used herein in this application, is defined as an interface between hardware and user, which is responsible for the management and coordination of activities and the sharing of the resources of a computer, that acts as a host for computing applications run on the machine. One of the purposes of an operating system is to handle the resource allocation and access protection of the hardware. This relieves the application programmers from having to manage these details. Operating systems offer a number of services to application programs and users. Applications access these services through application programming interfaces (APIs) or system calls. By invoking these interfaces, the application can request a service from the operating system, pass parameters, and receive the results of the operation. In the current application, the term operating system is extended to further comprise run-time environments, being collections of software services enhancing the interaction with the operating system, such as virtual machines, interfaces and program libraries.
The term “computing resources” as used herein in this application, is defined as any physical or virtual component of limited availability within a computer system. Every device connected to a computer system is a resource. Every internal system component is a resource. Virtual system resources include files, network connections and memory areas. Examples of common computing resources are: CPU time; random access memory and virtual memory; hard disk space; network throughput; electrical power; external devices; and input/output operations. Usage of computing resources comprises any utilization of them, by any process or application, relating to either users, the system, external devices and monitoring applications.
The invention relates to processes 80 relating to user activities 95 of users 90, and to the processing of applications 82 on computing resources 84, e.g., within an operating system (OS) or within any runtime environment (.NET framework, JAVA). Current (prior art) typical underlying operation mode of OS scheduling resources distribution per application may comprise the preset priority of the application and ad hoc real-time process behavior determine the scheduling priority, without taking into account actual user requirements and priorities, as well as interrelationship of processes. The scheduler does not analyze nor allocate the processing resources according to a wider view of processing analysis, user behavior, existing process knowledge or any other source.
FIG. 1 is a high level schematic block diagram of a data processing system 100, according to some embodiments of the invention. Data processing system 100 comprises a updating database 140 of a plurality of processes 180 (corresponding to processes 80), e.g., the most common processes, relating to a plurality of applications 182 (corresponding to applications 82) and using a plurality of computing resources (including network resources) 184 (corresponding to computing resources 84). Optionally, at least some of processes 180 relate to at least one user activity 195 (corresponding to user activities 95). Database 140 further comprises a classification 170 of processes 180.
Data processing system 100 further comprises a tracker 110 arranged to monitor processes 80 in relation to applications 82, computing resources 84 and their relation to user activities 95. Tracker 110 is arranged to update database 140 upon changes of processes 80, applications 82, computing resources 84, user activities 95 and interrelations between them. Tracker 110 may monitor and analyze the relevant real-time and non real-time data regarding process' requirements, processing resources availability and user's priorities, and constantly shape the processing schedule. Tracker 110 may further track the computer and user activity providing real-time and non real-time data regarding process' requirements, processing resources availability and user's priorities.
Data processing system 100 further comprises an analyzer 120 arranged to analyze the use of computing resources 84 by each of processes 80, and to analyze user activities 95 in respect to processes 80.
Data processing system 100 further comprises a classifier 130 arranged to classify processes 80 in respect to the analyzed user activity 95, and update classification 170 in database 140 accordingly.
In embodiments, data processing system 100 may comprise a processing module 150 comprising tracker 110, analyzer 120 and classifier 130, that is arranged to generate and update processes 180, user activities 195, applications 182 and computing resources 184 in database 140 in real-time in relation to at least some of: processes 80, user activities 95, applications 82 and computing resources 84.
Processing module 150 and database 140 may be embodied within the operating system or as external modules communicating therewith.
Database 140 may embody an inventory (“Catalog”) (based on a local/remote database, another repository, or an external device) compiling information of every object run or processed by the computer (“Catalog Item”), for example software applications, hardware devices, online services, multimedia codecs, web applications, drivers, plug-ins, all built-in and add-on hardware, any software, and more, creating a common basis for data analysis within the computer over time and between different computers. The Catalog enables to attribute specific partial processes to an object, and analyze process behavior in the context of the full catalog item. The aggregated knowledge may be contributed to a central repository for future use by the local computer and other computers utilizing that repository. Examples of the type of information collected for each catalog item may include: a list of related binary executable files, its typical use of resources in different scenarios, its typical method of usage, operational costs when the catalog item resides on the computer, etc.
Tracker 110 may embody a real-time Computer Processes Tracking Mechanism (CPTM) having means of tracking ongoing computer activity and ongoing user activity (using designated probes, such as a file system driver, user interaction, network activity, etc.) and providing the relevant data for the analysis process.
Classifier 130 maybe be associated with the operating system as a plug-in, as an add-on, or be built-in in the operating system.
Classifier 130 may comprise predefined user setting associated with specified actions or applications.
According to some embodiments of the invention classifier 130 may employ several related and unrelated heuristics in order to determine a relationship between an application and a specified process. For example, according to one heuristics, the function of an application may be derived from the file's name of each application. Another heuristics is to apply a search engine (such as Google's) to a plurality of application names, to yield meaning thereof. The meaning is associated with the dominant aspect of the classified application.
FIG. 2 is a high level flowchart illustrating a computer implemented method according to some embodiments of the invention. The computer implemented method comprises the following stages: monitoring a plurality of processes relating to a plurality of applications and using a plurality of computing resources, at least some of the processes relating to a user activity (stage 200); analyzing the use of the computing resources by each of the processes (stage 210); analyzing the user activity in respect to the processes (stage 220); and classifying the processes in respect to the analyzed user activity (stage 230). In embodiments, stages 200-230 are carried out substantially immediately during running the processes. At least one of the stages 200-230 is performed by at least one computer. In embodiments,
In embodiments, the plurality of processes comprises all processes relating to the computer resources.
In embodiments, the computer implemented method further comprises any of the following stages, that may be performed by at least one computer: monitoring and analyzing the processes' use of the computing resources (stage 240); and incorporating processes of an external software in the plurality of processes (stage 250).
In the above description, an embodiment is an example or implementation of the inventions. The various appearances of “one embodiment,” “an embodiment” or “some embodiments” do not necessarily all refer to the same embodiments.
Although various features of the invention may be described in the context of a single embodiment, the features may also be provided separately or in any suitable combination. Conversely, although the invention may be described herein in the context of separate embodiments for clarity, the invention may also be implemented in a single embodiment.
Reference in the specification to “some embodiments”, “an embodiment”, “one embodiment” or “other embodiments” means that a particular feature, structure, or characteristic described in connection with the embodiments is included in at least some embodiments, but not necessarily all embodiments, of the inventions.
It is to be understood that the phraseology and terminology employed herein is not to be construed as limiting and are for descriptive purpose only.
The principles and uses of the teachings of the present invention may be better understood with reference to the accompanying description, figures and examples.
It is to be understood that the details set forth herein do not construe a limitation to an application of the invention.
Furthermore, it is to be understood that the invention can be carried out or practiced in various ways and that the invention can be implemented in embodiments other than the ones outlined in the description above.
It is to be understood that the terms “including”, “comprising”, “consisting” and grammatical variants thereof do not preclude the addition of one or more components, features, steps, or integers or groups thereof and that the terms are to be construed as specifying components, features, steps or integers.
If the specification or claims refer to “an additional” element, that does not preclude there being more than one of the additional element.
It is to be understood that where the claims or specification refer to “a” or “an” element, such reference is not to be construed that there is only one of that element.
It is to be understood that where the specification states that a component, feature, structure, or characteristic “may”, “might”, “can” or “could” be included, that particular component, feature, structure, or characteristic is not required to be included.
Where applicable, although state diagrams, flow diagrams or both may be used to describe embodiments, the invention is not limited to those diagrams or to the corresponding descriptions. For example, flow need not move through each illustrated box or state, or in exactly the same order as illustrated and described.
Methods of the present invention may be implemented by performing or completing manually, automatically, or a combination thereof, selected steps or tasks.
The term “method” may refer to manners, means, techniques and procedures for accomplishing a given task including, but not limited to, those manners, means, techniques and procedures either known to, or readily developed from known manners, means, techniques and procedures by practitioners of the art to which the invention belongs.
The descriptions, examples, methods and materials presented in the claims and the specification are not to be construed as limiting but rather as illustrative only.
Meanings of technical and scientific terms used herein are to be commonly understood as by one of ordinary skill in the art to which the invention belongs, unless otherwise defined.
The present invention may be implemented in the testing or practice with methods and materials equivalent or similar to those described herein.
Any publications, including patents, patent applications and articles, referenced or mentioned in this specification are herein incorporated in their entirety into the specification, to the same extent as if each individual publication was specifically and individually indicated to be incorporated herein. In addition, citation or identification of any reference in the description of some embodiments of the invention shall not be construed as an admission that such reference is available as prior art to the present invention.
While the invention has been described with respect to a limited number of embodiments, these should not be construed as limitations on the scope of the invention, but rather as exemplifications of some of the preferred embodiments. Other possible variations, modifications, and applications are also within the scope of the invention. Accordingly, the scope of the invention should not be limited by what has thus far been described, but by the appended claims and their legal equivalents.

Claims

1. A data processing system, comprising:

an updating database of a plurality of processes associated respectively with a plurality of computer applications and using a plurality of computing resources respectively, wherein at least some of the processes are associated with at least one user activity, the database comprising a classification of the processes;

a tracker arranged to monitor the processes associated with the applications, the computing resources and their relation to the user activities, and to update the database upon changes thereof;

an analyzer arranged to analyze usage of the computing resources by each of the processes, and to analyze the user activities in respect to the processes; and

a classifier arranged to classify the processes in respect to the analyzed user activity, and update the classification in the database.

2. The data processing system of claim 1, wherein the database further comprises an inventory of all processes relating to the computer resources.

3. The data processing system of claim 1, wherein the database comprises entries relating to each process, the entries comprising: a list of related binary executable files and resources use patterns in different scenarios.

4. The data processing system of claim 1, wherein the database comprises a managing module arranged to monitor and analyze the processes' use of the computing resources.

5. The data processing system of claim 1, wherein the database, the tracker, the analyzer and the classifier are embedded within an operating system running the processes with the computing resources.

6. The data processing system of claim 1, wherein at least one of: the database, the tracker, the analyzer and the classifier, are associated with an operating system running the processes with the computing resources via a plug-in or an add-on.

7. The data processing system of claim 1, wherein the tracker implements a real-time Computer Processes Tracking Mechanism (CPTM) arranged to track ongoing computer activity and ongoing user activity and to provide the relevant data to the classifier.

8. The data processing system of claim 1, wherein the classifier comprises predefined user setting associated with specified user actions.

9. The data processing system of claim 1, wherein the classifier comprises predefined user setting associated with specified applications.

10. The data processing system of claim 1, wherein the relation between a specified application and process are derived by at least one predefined heuristics.

11. The data processing system of claim 10, wherein at least one heuristics comprises applying a search engine to a name or file name of the application.

12. The data processing system of claim 10, wherein at least one heuristics comprise applying a dictionary function to a file name or file name of the application.

13. A computer implemented method comprising:

monitoring a plurality of processes relating to a plurality of applications and using a plurality of computing resources, at least some of the processes relating to a user activity;

analyzing the use of the computing resources by each of the processes;

analyzing the user activity in respect to the processes; and

classifying the processes in respect to the analyzed user activity,

wherein the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, are carried out during running the processes, and

wherein at least one of: the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, is performed by at least one computer.

14. The computer implemented method of claim 13, wherein the monitoring; the processing; the analyzing use; the analyzing user activity; and the classifying, are carried out substantially immediately during running the processes.

15. The computer implemented method of claim 13, wherein the plurality of processes comprises all processes relating to the computer resources.

16. The computer implemented method of claim 13, further comprising monitoring and analyzing the processes' use of the computing resources.

17. The computer implemented method of claim 13, further comprising incorporating processes of an external software in the plurality of processes.