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Hard matrix multiplier blocks in field-programmable gate arrays
Rapidly changing algorithms and network architectures in the field of machine learning make Field Programmable Gate Array (FPGA) based designs an attractive solution for accelerating neural networks. However, the generic building blocks available in current FPGAs limit the acceleration that can be achieved. This technology, developed by researchers...
Very large DRAM-based TLB
Background Cloud services use virtualization platforms to provide their services. These platforms use hypervisors to enable easier scalability of applications and higher system utilization by abstracting the underlying host resources. Unfortunately, these systems have an increased level of memory virtualization pressure, as hypervisors and guests keep...