18131726. PROACTIVE ADJUSTMENT OF RESOURCE ALLOCATION TO INFORMATION TECHNOLOGY ASSETS BASED ON PREDICTED RESOURCE UTILIZATION simplified abstract (Dell Products L.P.)
PROACTIVE ADJUSTMENT OF RESOURCE ALLOCATION TO INFORMATION TECHNOLOGY ASSETS BASED ON PREDICTED RESOURCE UTILIZATION
Organization Name
Inventor(s)
Naveen Silvester Muttikal Thomas of Bangalore (IN)
Gabrielle Kali Sweda of Berkley MI (US)
Naga Maneesh Kolisetti of Guntur (IN)
PROACTIVE ADJUSTMENT OF RESOURCE ALLOCATION TO INFORMATION TECHNOLOGY ASSETS BASED ON PREDICTED RESOURCE UTILIZATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 18131726 titled 'PROACTIVE ADJUSTMENT OF RESOURCE ALLOCATION TO INFORMATION TECHNOLOGY ASSETS BASED ON PREDICTED RESOURCE UTILIZATION
The abstract describes an apparatus that uses monitoring data to predict resource utilization by IT assets and proactively adjust resource allocation based on these predictions.
- Processing device obtains monitoring data on resource utilization by IT assets
- Selects features for modeling predicted resource utilization in future time periods
- Generates predictions of resource utilization by IT assets in future time periods
- Determines if predicted resource utilization exhibits a threshold difference from current resource allocation
- Proactively adjusts resource allocation based on predicted resource utilization for future time periods
Potential Applications: - IT resource management - Predictive maintenance for IT assets - Optimization of resource allocation in shared resource pools
Problems Solved: - Inefficient resource allocation - Lack of proactive resource management - Inaccurate predictions of resource utilization
Benefits: - Improved efficiency in resource utilization - Cost savings through optimized resource allocation - Enhanced performance of IT assets
Commercial Applications: Title: "Predictive Resource Allocation Apparatus for IT Assets" This technology can be used in data centers, cloud computing environments, and large-scale IT infrastructures to optimize resource allocation and improve overall performance.
Questions about the technology: 1. How does this apparatus improve resource utilization in IT environments? 2. What are the key features that differentiate this technology from traditional resource management systems?
Frequently Updated Research: Stay updated on advancements in predictive analytics and resource allocation algorithms to enhance the effectiveness of this technology.
Original Abstract Submitted
An apparatus comprises a processing device configured to obtain monitoring data characterizing resource utilization by information technology (IT) assets having resources assigned from a shared resource pool, to select features for use in modeling predicted resource utilization by the IT assets in future time periods, to generate predictions of resource utilization by the IT assets in each of the future time periods, and to determine whether the predicted resource utilization by a given IT asset exhibits at least a threshold difference from its current resource allocation. The processing device is further configured, response to the determination, to proactively adjust resource allocation to the given IT asset from the shared resource pool for the given future time period based at least in part on the predicted resource utilization, for the given future time period, by other ones of the IT assets having resources assigned from the shared resource pool.
