Dmitry Serdyuk

Title: Dmitry Serdyuk: Innovator in Garbage Collection Prediction

Introduction

Dmitry Serdyuk is a notable inventor based in St. Petersburg, Russia. He has made significant contributions to the field of storage systems, particularly in the area of garbage collection prediction. With a total of 2 patents, his work has implications for improving the efficiency of backup storage systems.

Latest Patents

Dmitry's latest patents focus on methods for predicting the duration of garbage collection for backup storage systems. The first patent describes a process where a set of garbage collection features and non-garbage collection features are received, associated with a predetermined start date and time window. A learning equation is generated, which includes vectors of both GC and non-GC features. This model helps predict the duration of subsequent garbage collection processes based on prior statistics. The second patent elaborates on mechanisms for predicting garbage collection duration by utilizing current operating status and historical GC statistics from storage systems. This predictive model is generated from features received periodically, enhancing the accuracy of duration predictions.

Career Highlights

Dmitry has worked with prominent companies such as EMC Corporation and EMC IP Holding Company LLC. His experience in these organizations has allowed him to develop and refine his innovative ideas in storage technology.

Collaborations

Dmitry has collaborated with notable professionals in his field, including Fabiano C Botelho and Mark Chamness. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Dmitry Serdyuk stands out as an inventor dedicated to enhancing the efficiency of storage systems through innovative garbage collection prediction methods. His contributions are valuable to the technology sector and demonstrate the importance of research and development in this area.