Data analysis using multiple systems

a data analysis and multiple system technology, applied in the field of computer data processing, can solve the problems of difficult to meet demands, difficult to use relational databases to analyze massive quantities of data in a parallel data processing architecture,

Inactive Publication Date: 2017-02-09
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

Enables efficient processing and analysis of massive data sets by distributing data processing across multiple servers, improving efficiency in complex data analysis tasks and enabling real-time reporting and warning generation.

Problems solved by technology

However, it is very difficult to use relational databases to analyze massive quantities of data in a parallel data processing architecture.
It is particularly difficult to meet demands when it is necessary to perform complex data analysis such as classification and report generation.

Method used

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  • Data analysis using multiple systems
  • Data analysis using multiple systems
  • Data analysis using multiple systems

Examples

Experimental program
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Embodiment Construction

[0016]The invention can be implemented in numerous ways, including as a process; an apparatus; a system; a composition of matter; a computer program product embodied on a computer readable storage medium; and / or a processor, such as a processor configured to execute instructions stored on and / or provided by a memory coupled to the processor. In this specification, these implementations, or any other form that the invention may take, may be referred to as techniques. In general, the order of the steps of disclosed processes may be altered within the scope of the invention. Unless stated otherwise, a component such as a processor or a memory described as being configured to perform a task may be implemented as a general component that is temporarily configured to perform the task at a given time or a specific component that is manufactured to perform the task. As used herein, the term ‘processor’ refers to one or more devices, circuits, and / or processing cores configured to process da...

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Abstract

Data analysis is disclosed, including: receiving data to be analyzed, wherein the data includes one or more data identifiers (IDs) and one or more preset key-value pairs, wherein each preset key-value pair includes a preset key and a preset value; acquiring data to be analyzed based at least in part on the data IDs; segmenting the acquired data into one or more data elements; classifying the one or more data elements based at least in part on one preset key of the one or more preset key-value pairs; and analyzing the classified one or more data elements based at least in part on one preset value of the one or more preset key-value pairs.

Description

CROSS REFERENCE TO OTHER APPLICATIONS[0001]This application is a continuation of co-pending U.S. patent application Ser. No. 13 / 135,407, entitled DATA ANALYSIS USING MULTIPLE SYSTEMS, filed Jul. 5, 2011, which claims priority to People's Republic of China Patent Application No. 201010222602.3, entitled METHOD, SYSTEM AND SERVER FOR DATA ANALYSIS, filed Jul. 7, 2010, both of which are incorporated herein by reference for all purposes.FIELD OF THE INVENTION[0002]The present invention relates to the field of computer data processing.BACKGROUND OF THE INVENTION[0003]As Web 2.0 technology has developed, the volume of Internet applications and operational data (e.g., subscriber action data and platform system data) in Internet platforms has grown tremendously. To facilitate the processing of massive quantities of operational data, a parallel data-processing architecture is typically used. That is, the processing of massive quantities of data is accomplished through the joint collaboration...

Claims

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Application Information

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Patent Type & AuthorityApplications(United States)
IPC IPC(8): G06F17/30
CPCG06F17/30194G06F17/30115G06F16/2471G06F16/24532G06F16/16G06F16/182
InventorCEN, WENCHU
OwnerALIBABA GRP HLDG LTD