This randomized phase II trial studies how well ixazomib (ixazomib citrate) works in treating patients with multiple myeloma that has returned after a period of improvement but is not resistant to bortezomib. Ixazomib citrate may stop the growth of cancer cells by blocking some of the enzymes needed for cell growth.