Md Salman Ahmed

Title: Md Salman Ahmed: Innovator in Security Risk-Aware Scheduling

Introduction

Md Salman Ahmed is a notable inventor based in Blacksburg, Virginia. He has made significant contributions to the field of cloud computing, particularly in enhancing security measures for container-based systems. His innovative approach focuses on minimizing security risks associated with container placement in cloud environments.

Latest Patents

Md Salman Ahmed holds a patent titled "Security risk-aware scheduling on container-based clouds." This invention presents a method, apparatus, and computer program product designed for the scheduling and placement of containers in relation to a set of hosts. The technique employs metrics that characterize container-specific risks. A key metric is the host interface risk, which quantifies the similarity or dissimilarity of a container relative to other containers running on a host. This risk is derived from a system call interface comprising a set of system calls, with the metric based on a measure of dissimilarity among these system calls. Another important metric is the data sensitivity score, which quantifies the degree to which sensitive data accesses are associated with the container. By utilizing these host interface risk scores and data sensitivity scores, the system automatically schedules one or more containers for placement on the set of hosts, effectively minimizing security risks.

Career Highlights

Md Salman Ahmed is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in the realm of cloud computing and security. His work is instrumental in advancing the capabilities of container-based cloud systems.

Collaborations

Throughout his career, Md Salman Ahmed has collaborated with talented individuals such as Michael Vu Le and Hani Talal Jamjoom. These collaborations have contributed to the development of cutting-edge technologies and solutions in the field.

Conclusion

Md Salman Ahmed is a distinguished inventor whose work in security risk-aware scheduling has the potential to significantly enhance the safety and efficiency of container-based cloud systems. His contributions to the field are invaluable and continue to shape the future of cloud computing.