Jinho Lee
7 records found
1
Authored
SALoBa
Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs
Attention mechanism has been regarded as an advanced technique to capture long-range feature interactions and to boost the representation capability for convolutional neural networks. However, we found two ignored problems in current attentional activations-based models: the a ...
To best leverage high-bandwidth storage and network technologies requires an improvement in the speed at which we can decompress data. We present a “refine and recycle” method applicable to LZ77-type decompressors that enables efficient high-bandwidth designs and present an im ...
While FPGAs have seen prior use in database systems, in recent years interest in using FPGA to accelerate databases has declined in both industry and academia for the following three reasons. First, specifically for in-memory databases, FPGAs integrated with conventional I/O p ...
Refine and recycle
A method to increase decompression parallelism
Rapid increases in storage bandwidth, combined with a desire for operating on large datasets interactively, drives the need for improvements in high-bandwidth decompression. Existing designs either process only one token per cycle or process multiple tokens per cycle with low ...