 |
Various application domains have benefited from IoT. Generally, IoT application has a large volume of data collected by various deployed IoT devices.
Also, the size and complexity of high-performance computing systems keep growing. It has been raised to a problem in dramatically increasing storage and processing.
Therefore, it's desirable to find the solution for efficiently managing big data sets. So, we focus on the compression of HPC datasets to reduce communication overhead and resource usage.
Lossy compression reduces the size significantly, but it has data loss. Finding an optimal balance between data reduction and information loss is challenging.
|
IEEE/ICACT20220021 Slide.03
[Big Slide]