ABSTRACT We propose a practical yet rigorous near-optimal bidding strategy for demand-side platforms (DSPs) that scales to thousands of advertising campaigns programmatically bidding in real-time (RTB) in billions of auctions per day. The strategy is logically derived from two different — stylized but realistic — constrained global profit maximization problems, so…