This lecture by the instructor covers the challenges of distributed storage, focusing on how to organize data logically and physically, ensuring availability, resilience to data loss, scalability, load balancing, data sharing, consistency maintenance, and access control. The lecture also delves into different storage systems like file servers, cloud-based solutions, and P2P systems, discussing their advantages and disadvantages.