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A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
From Communications of the ACM

A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services

We describe a medium-scale deployment of a composable, reconfigurable hardware fabric on a bed of 1,632 servers, and measure its effectiveness in accelerating the...

Neural Acceleration for General-Purpose Approximate Programs
From Communications of the ACM

Neural Acceleration for General-Purpose Approximate Programs

This paper describes a new approach that uses machine learning-based transformations to accelerate approximation-tolerant programs.

Power Challenges May End the Multicore Era
From Communications of the ACM

Power Challenges May End the Multicore Era

Tthe microprocessor industry has shifted to multicore scaling as its principal strategy for continuing performance growth. However, while transistor count increases...

Looking Back and Looking Forward
From Communications of the ACM

Looking Back and Looking Forward: Power, Performance, and Upheaval

The past 10 years have delivered two significant revolutions. Microprocessor design has been transformed — leading to multicore processors. And an entirely new...
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