Mohammad Saad Khan

Title: Innovations by Mohammad Saad Khan in Anomaly Detection

Introduction

Mohammad Saad Khan is an innovative inventor based in Massy, France. He has made significant contributions to the field of network performance through his patented invention. His work focuses on enhancing the detection of anomalies within network systems, which is crucial for maintaining optimal performance and security.

Latest Patents

Khan holds a patent for a "Method and apparatus for anomaly detection in a network." This invention utilizes an autoencoder that includes both an encoder and a decoder. The apparatus is designed to provide the decoder with network configuration parameters to calculate network performance indicators. It then reconstructs these indicators and compares them to the calculated values. An anomaly is detected when there is a deviation between the reconstructed and calculated indicators. The encoder is also utilized to estimate network configuration parameters based on the calculated indicators, allowing for the identification of anomalies related to these parameters. This innovative approach enhances the reliability and efficiency of network management.

Career Highlights

Mohammad Saad Khan is currently employed at Nokia Solutions and Networks Oy, where he continues to develop cutting-edge technologies in the telecommunications sector. His expertise in network systems and anomaly detection has positioned him as a valuable asset to his team and the industry.

Collaborations

Khan collaborates with talented professionals such as Afef Feki and Nicolas Rots, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

In summary, Mohammad Saad Khan's contributions to anomaly detection in networks exemplify the importance of innovation in technology. His patent and ongoing work at Nokia Solutions and Networks Oy highlight his commitment to advancing network performance and security.