155 citations · 1k across the 40 of their papers we have counts for
7 papers · 1 filter
SIMDRAM: A Framework for Bit-Serial SIMD Processing Using DRAM
Nastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio +7
Processing-using-DRAM has been proposed for a limited set of basic operations (i.e., logic operations, addition). However, in order to enable the full adoption of processing-using-…
NATSA: A Near-Data Processing Accelerator for Time Series Analysis
Ivan Fernandez, Ricardo Quislant, Christina Giannoula +5
Time series analysis is a key technique for extracting and predicting events in domains as diverse as epidemiology, genomics, neuroscience, environmental sciences, economics, and m…
Accelerating Genome Analysis: A Primer on an Ongoing Journey
Mohammed Alser, Zülal Bingöl, Damla Senol Cali +4
Genome analysis fundamentally starts with a process known as read mapping, where sequenced fragments of an organism's genome are compared against a reference genome. Read mapping i…
FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient Microprocessors
Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim +5
Modern client processors typically use one of three commonly-used power delivery network (PDN): 1) motherboard voltage regulators (MBVR), 2) integrated voltage regulators (IVR), an…
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis
Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl +13
Genome sequence analysis has enabled significant advancements in medical and scientific areas such as personalized medicine, outbreak tracing, and the understanding of evolution. U…
SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors
Jawad Haj-Yahya, Mohammed Alser, Jeremie Kim +4
There are three domains in a modern thermally-constrained mobile system-on-chip (SoC): compute, IO, and memory. We observe that a modern SoC typically allocates a fixed power budge…