International business machines corporation (20240160482). DYNAMIC AND CASCADING RESOURCE ALLOCATION simplified abstract

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 20240160482 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 analyzing traffic patterns and resource relationships. The system enables access to resources without allocating them until needed, and uses a consumption model to predict resource needs and dynamically allocate resources for processing requests.

• Dynamic allocation of resources based on database access patterns and resource relationships
• Access to resources enabled without immediate allocation
• Consumption model generated to predict resource needs during processing requests
• Resources dynamically allocated, re-allocated, and released based on consumption model
• Cascading allocation of resources until completion of processing request

Potential Applications

The technology described in the patent application could be applied in various industries such as cloud computing, data centers, and network management systems.

Problems Solved

This technology solves the problem of inefficient resource allocation and utilization, by dynamically allocating resources based on actual need and traffic patterns.

Benefits

The benefits of this technology include improved resource utilization, reduced costs, and optimized performance for processing requests.

Potential Commercial Applications

One potential commercial application of this technology could be in cloud computing services, where efficient resource allocation is crucial for providing scalable and cost-effective solutions.

Possible Prior Art

One possible prior art for this technology could be existing resource management systems in data centers or network environments that aim to optimize resource allocation based on demand and usage patterns.

How does the system handle resource contention among multiple clients?

The patent application does not provide details on how resource contention is managed in scenarios where multiple clients are competing for the same resources.

What is the impact of network latency on resource allocation and processing requests?

The patent application does not address the potential impact of network latency on the efficiency of resource allocation and processing requests.

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.