The Challenge of Data Volume
When most of us think about moving data, we don’t think of an amount of data that requires a semi-truck to move it. But as applications at the edge are generating copious amounts of data, the calculus for this bottleneck has led One Stop Systems to build a family of storage solutions to address these needs with an eye for forward, harsh environments.
In the real world, the goal of putting more power into less space has been thwarted by heat dissipation since the first steam engines. In 1999 the Porsche car company was faced with getting more horsepower out of their air-cooled, 3-liter engine. Acknowledging that heat was their issue, Porsche moved from an air-cooled solution to a water-cooled solution, in concert with a dry oil sump injection system. This allowed Porsche to have extremely high performance for the engine size, with a nimble car that continues to have a power-to-weight ratio that still beats all comers in the market.
PCIe Gen 5 is a key technology for driving transportable or edge AI systems to higher performance, especially those with demanding space, environmental or cooling needs. But AI program managers should evaluate their technology suppliers’ Gen 5 implementations to ensure they fully realize the technology’s benefits.