Ching Siew Hor

Title: Ching Siew Hor and Database Fragmentation Repair.

Introduction

Ching Siew Hor is an inventor associated with Bayan Lepas, Malaysia, and Dell Products Inc. Her work includes an invention focused on using machine learning to identify and schedule database defragmentation.

Latest Patents

The provided information lists one patent associated with Ching Siew Hor: “Prediction and Repair of Database Fragmentation.” The invention describes methods, information-handling systems, and computer-readable media for detecting and addressing database fragmentation. It uses database transaction logs with a machine-learning classification model to predict whether defragmentation should be scheduled. A time-series forecasting model then identifies a future period of relatively low database utilization, allowing the procedure to be scheduled when it is expected to have less impact on database activity.

Career Highlights

Ching Siew Hor is associated with Dell Products Inc. Her listed patent reflects work at the intersection of database management and machine learning, particularly in predicting maintenance needs and selecting an appropriate time for database optimization.

Collaborations

The provided information names Shanand Reddy Sukumaran and Ashish Kumar Palo as coworkers. Their inclusion indicates professional associations, though the available details do not specify their roles in the patent or related work.

Conclusion

Ching Siew Hor’s listed invention applies machine learning to database maintenance by predicting fragmentation and scheduling repair during periods of lower utilization.