The implementation case of the reference design of the Integrated Hadoop machine: Collection Cloud "Haina" large data processing cabinet

Source: Internet
Author: User
Keywords Hadoop large data processing
Tags analysis cloud computing configuration data data processing data services design

With the explosion of information data, the analysis and processing of large data, especially unstructured data, is becoming more and more important. For mass data processing, there are obvious performance bottlenecks in traditional software architecture, analysis algorithm and deployment model, and new solutions are needed urgently.

Collection Cloud "Haina" cabinet is an integrated soft, hardware system integrated large data processing cabinet, through the distributed analysis algorithm, the optimization of the calculation and storage equipment configuration, perfect software and hardware environment collocation, to provide a comprehensive machine processing mechanism for large data services for the user to provide the most optimized solution!

High Customer Benefits:

An E-commerce operation customers, the early lease half of the cabinet for development and testing work, a formal operation of the purchase of two sets of cabinets into use, the overall capacity of the system to upgrade 60%, operation and maintenance costs down 50%;

A medical cloud system, procurement of 3 sets of cabinets put into use, the system's business statistics ability to upgrade 30 times times, the query ability to improve 200 times times.

Performance:

The cabinet is equipped with gigabit switches, the cabinet can be connected through the million-gigabit switch to improve the speed of data access;

The load balancing mechanism is used in both calculation and storage to enhance the processing ability of high concurrent.

The integrated Hadoop distributed computing mechanism is used to cluster and work together several computing devices to improve the overall computing ability, and the query speed can be up to milliseconds.

Integrated Glusterfs distributed storage mechanism, the multiple storage devices cluster, work together to enhance the overall storage capacity, storage speed up to GB level.

High reliability:

Through distributed deployment, when a single device downtime to ensure the availability of the system;

Through distributed storage, when a single device is down, the data is guaranteed to be fully backed up and not lost.

With an open architecture, all the built-in software is validated by the industry and tested on a large scale.

High scalability:

Deployment scale can be upgraded or expanded according to actual application requirements;

Physical equipment can be added or removed at any time, support hot plug mode, Plug and play;

Cabinet preset processing capacity can be flexibly configured according to customer needs, mainframe cabinet cluster can be integrated into the cloud container or modular data center for efficient management;

Software system upgrades are safely extended in accordance with the principle of openness.

Single Cabinet Platform specification

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