Abstract Large-scale collaborative e-science requires fast and reliable data transfer with guaranteed performance, which is made possible by reserving bandwidth as needed in advance in high-performance networks. In scientific applications, users typically know the data size, the data available time, and the deadline to finish the data transfer, and they always wish to achieve the earliest pos…