Publications by Canberk Sönmez

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Shared Virtual Memory (SVM) is a mechanism that allows host-side applications and FPGA accelerators to access the same virtual address space. It enables accelerating algorithms with unpredictable memory access patterns by making transparent pointer sharing ...

High-level synthesis (HLS) helps to develop hard-ware accelerators for field-programmable gate arrays (FPGAs) using C/C++ descriptions. HLS is tailored to exploit instruction-level parallelism and, where available, data-level parallelism in applications. Y ...

Modern FPGAs integrate High Bandwidth Memory (HBM), offering up to 12× the DDR bandwidth distributed across multiple memory interfaces. To utilize the most of HBM's theoretical bandwidth, accelerators typically issue long bursts and exploit data locality. ...

Multi-pod systolic arrays are emerging as the architecture of choice in DNN inference accelerators. Despite their potential, designing multi-pod systolic arrays to maximize effective throughput/Watt-i.e., throughput/Watt adjusted when accounting for array ...

Canberk Sönmez

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FlexiMem: Flexible Shared Virtual Memory for PCIe-attached FPGAs

HardCilk: Cilk-like Task Parallelism for FPGAs

HBMex: An Attachment for Nonbursting Accelerators to Enhance HBM Performance

Scale-out Systolic Arrays