Self-gridron: Reliable, autonomous, and fully decentralized desktop grid computing system Based on neural overlay network

An improved solution and process for preparing an article of titanium or titanium alloy for cold forming reduces the peeling of the applied lubricant film. The aqueous solution contains an organic chelating compound, an aqueous organic macromolecular compound and/or a surfactant in an aqueous acidic (pH 1.5-4.5) solution of a fluoride and a soluble compound of magnesium, calcium, manganese, iron, cobalt, nickel, zinc, and/or molybdenum.