Amazon's internal projections about automation are unusually blunt: instead of simply trimming headcount at the margins, the ...

You would think scheduling an airport ride in advance via Uber is the responsible, stress-free way to travel, especially with your family in tow. Lock in a car type, set the time, and breathe easy, ...

Abstract: Cloud computing enables on-demand access to scalable computing resources, fostering agility and cost-effectiveness. However, effective resource allocation strategies are crucial to ensuring ...

Abstract: Data-parallel training is widely used for scaling DNN training over large datasets, using the parameter server or all-reduce architecture. Communication scheduling has been promising to ...