18054923. DYNAMIC AND CASCADING RESOURCE ALLOCATION simplified abstract (INTERNATIONAL BUSINESS MACHINES CORPORATION)

DYNAMIC AND CASCADING RESOURCE ALLOCATION

Organization Name

INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor(s)

Peng Hui Jiang of Beijing (CN)

Wei Wu of Beijing (CN)

Xin Peng Liu of Beijing (CN)

Xiao Ling Chen of Beijing (CN)

Yue Wang of Beijing (CN)

Jun Su of Beijing (CN)

DYNAMIC AND CASCADING RESOURCE ALLOCATION - A simplified explanation of the abstract

This abstract first appeared for US patent application 18054923 titled 'DYNAMIC AND CASCADING RESOURCE ALLOCATION

Simplified Explanation

The patent application describes a method, computer system, and computer program product for dynamically allocating resources based on database access patterns and resource relationships. Here are some key points to explain the innovation:

• Determining database access patterns by analyzing traffic between resources and clients
• Establishing relationships between resources
• Enabling access to resources based on access patterns and relationships
• Generating a consumption model to predict resource needs during processing requests
• Dynamically allocating, re-allocating, and releasing resources based on the consumption model

Potential Applications

This technology could be applied in cloud computing, data centers, and network management systems to optimize resource allocation and improve overall system performance.

Problems Solved

This innovation addresses the challenge of efficiently managing and allocating resources in dynamic and complex environments where resource needs can vary based on traffic patterns and client demands.

Benefits

The benefits of this technology include improved resource utilization, enhanced system performance, and the ability to adapt resource allocation in real-time based on changing demands.

Potential Commercial Applications

One potential commercial application of this technology could be in the development of resource management software for large-scale enterprises or cloud service providers.

Possible Prior Art

One possible prior art could be existing resource management systems that use static allocation methods without considering dynamic traffic patterns and resource relationships.

How does this technology impact energy efficiency in data centers?

This article does not specifically address the energy efficiency implications of dynamically allocating resources.

What are the potential security implications of dynamically allocating resources based on traffic patterns?

The article does not delve into the security aspects of dynamically allocating resources and how it may impact the overall security of the system.

Original Abstract Submitted

A method, computer system, and a computer program product is provided for dynamic allocation of resources. A database access pattern is determined by analyzing and monitoring traffic pattern between a pool of resources and a plurality of clients. The relationship between each of the resources is also determined. Access is enabled to a plurality of resources based on the database access and resource relationships, so that the plurality of resources can be accessed but not allocated until processing a request. A consumption model is generated that predicts resource need during a processing request based on the resource relationships, traffic pattern and resources availability. Upon receipt of a subsequent request for processing, consumption model is used to predict resource needs and to dynamically allocate, re-allocate and release the plurality of resources in a cascading manner until completion of subsequent processing request.