Partly peel and slice zucchini lenthwise, into 1/4" slices. Heat olive oil in a saucepan over medium heat and saute the zucchini slices until soften. This will make it easier to roll.
If you prefer you can lightly brush the zucchini slices with olive oil and grill over medium high heat, turning once. Place on paper towels to drain and let cool.