Diana Jeanne Arroyo

This inventor holds 17 USPTO granted patents and 2 published patent applications, primarily in Resource Management. Top assignee: International Business Machines Corporation. Active years: 2009-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Diana Jeanne Arroyo. Retrieved from https://idiyas.com/inventor/diana-jeanne-arroyo

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 17 (Patent Applications = 2)

% Patents Active = 41.2

Average Co-Inventor Count = 5.0

ph-index = 6

Forward Citations = 85(Granted Patents)

Company Filing History:

17 out of 166,409

International Business Machines Corporation

patents

Years Active: 2009-2026

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Areas of Expertise:

Quota Trees

Resource Scheduling

Machine Learning

Computing Resources

Storage Erasure

Virtual Infrastructure

Security Information

Information Flow Policies

Admission Control

Container Management

Runtime Estimation

Filesystem

17 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12675316 - Using multiple quota trees in resource scheduling (2026-07-07),

2. 12664032 - System and method to dynamically add nodes to a container management system cluster for AI workloads (2026-06-23),

3. 12487858 - Optimizing resource utilization based on quota trees in resource scheduling (2025-12-02),

4. 12455772 - Allocating computing resources using a machine learning model (2025-10-28),

5. 11727309 - Runtime estimation for machine learning tasks (2023-08-15),

6. 11200512 - Runtime estimation for machine learning tasks (2021-12-14),

7. 10985916 - Obfuscation of keys on a storage medium to enable storage erasure (2021-04-20),

8. 10733306 - Write-only limited-read filesystem (2020-08-04),

9. 9110729 - Host system admission control (2015-08-18),

10. 9038065 - Integrated virtual infrastructure system (2015-05-19),

11. 8527754 - Authorizing information flows based on a sensitivity of an information object (2013-09-03),

12. 8140812 - Method and apparatus for two-phase storage-aware placement of virtual machines (2012-03-20),

13. 8024565 - Authorizing information flows (2011-09-20),

14. 7975295 - Associating security information with information objects (2011-07-05),

15. 7793100 - Reference monitor for enforcing information flow policies (2010-09-07),

Title: **Inventor Spotlight: Diana Jeanne Arroyo**

Introduction

Diana Jeanne Arroyo is a prolific inventor based in Austin, TX, known for her significant contributions to the field of machine learning. With a total of 13 patents to her name, she has established herself as a valuable asset in the realm of technological innovation.

Latest Patents

One of Diana’s latest patents focuses on *Runtime Estimation for Machine Learning Tasks*. This patent outlines techniques for estimating runtimes of machine learning tasks by utilizing a system that includes various computer executable components. The system comprises a memory and a processor that work in tandem to extract parameters defining performance characteristics of machine learning tasks. By generating a model based on these parameters, the system can accurately estimate the runtime required to complete a given task. This innovation is vital for optimizing machine learning operations and enhancing overall efficiency.

Career Highlights

Diana is currently associated with International Business Machines Corporation (IBM), a renowned company at the forefront of technological advancements. Her expertise in machine learning is evident through her innovative patents, which continue to push the boundaries of what is possible in this dynamic field.

Collaborations

Throughout her career, Diana has collaborated with notable colleagues, including George Robert Blakley III and Damir Anthony Jamsek. These partnerships have not only fostered innovative solutions but have also contributed to the collective advancement of machine learning technologies.

Conclusion

Diana Jeanne Arroyo’s work epitomizes the spirit of innovation that drives the technology sector forward. With her impressive portfolio of patents and her commitment to collaborative efforts, she is undeniably a key figure in enhancing the capabilities of machine learning processes. Her contributions not only reflect her remarkable ingenuity but also pave the way for future advancements in the field.

Profile summary based on public USPTO records.

Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]

2 patents pending: