distributed data processing

Thân thiện

A company uses distributed data processing to analyze sales information from multiple stores.

Definition

1. Noun:
   • A computing model where data processing tasks are divided among multiple computers or locations: "Distributed data processing" refers to a system architecture in which computational work and data storage are spread across different physical machines or geographical sites, connected by a network. This contrasts with centralized processing where all tasks are handled by a single main computer.

Usage

• Noun:
  • The company adopted distributed data processing to improve system resilience and reduce latency for users in different regions.
  • Cloud computing is a prime example of distributed data processing, where resources are shared across data centers worldwide.

Advanced Usage

• "to implement distributed data processing": to set up or deploy a system based on this model.

  • The IT team decided to implement distributed data processing to handle the massive influx of real-time data from IoT devices.

• "a distributed data processing architecture": a specific design or framework for such a system.

  • Their new platform uses a sophisticated distributed data processing architecture to ensure high availability.

Variants and Related Words

• Distributed computing (n): A broader field encompassing distributed data processing, focusing on the principles and technologies for creating systems where components located on networked computers communicate and coordinate their actions.
• Decentralized processing (n): A similar concept often used interchangeably, though it may emphasize the lack of a single central controlling authority.

Synonyms

• Decentralized data processing: Processing where control and functions are dispersed.
• Networked data processing: Processing that occurs across a connected network of computers.

Related Phrases

• Edge computing (n): A form of distributed computing that brings computation and data storage closer to the location where it is needed, often seen as an evolution of distributed data processing principles.
• Grid computing (n): A type of distributed computing that coordinates shared, loosely coupled computers to perform large tasks.

Notes

• The term is often associated with key benefits such as fault tolerance (the system continues to operate if one part fails), scalability (the ability to handle growth by adding more nodes), and resource sharing.
• It is a foundational concept for modern technologies like blockchain, content delivery networks (CDNs), and large-scale web services.

Học thuật

Noun

1. data processing in which some of the functions are performed in different places and connected by transmission facilities

Từ đồng nghĩa

• remote-access data processing
• teleprocessing