We were never instructed to observe the memorial.
Jesus only told the 11 that was there. They were the only ones who could keep doing that in remembrance of him because they were the only ones with memories of him.
None of us today have memories of Jesus. None of us walked and talked with him. We only know him because we read stories of him. So to remember him, we just reread the stories.