Global logistics networks are currently facing a critical situation due to widespread port backlogs. Containers are piling up at major ports around the world, impeding the flow of merchandise. This crisis has resulted in increased costs for consumers and businesses alike. The consequences of this chronic problem are far-reaching, impacting markets