<p>A high speed bearing includes a housing (10) and an assembly which consists of at least two elements (16). Each element has an axle hole (25) to form an axial hole of the assembly run through by a shaft. At least one element has at least one set of multiple notches (35) formed thereon directing towards at least one of two ends thereof to communicate with the axle hole, and at least one groove (36) with a vent formed on the wall surface of the axle hole directing towards the notches. The groove on the wall surface of the axle hole has at least one set of multiple recesses (39) formed thereon. The housing has a through axial cavity to house the assembly. The assembly has at least one storage chamber (15) to store lubricating media. The notches on at least one set of adjacent elements form at least one set of multiple fine flow passages (32) communicating with the storage chamber and axial hole.</p>