Polygence Symposium / May 2022 – Sept 2022
Moore's Law: Its Impact Past, Present & Future
Research study tracing Moore’s Law from 1965 through heterogeneous computing and its continuing influence on machine-learning hardware; Polygence Symposium finalist.
timelineMay 2022 - Sep 2022
focusresearch
stackresearch and writing
problem
Determine where Moore’s Law still explains computing progress and where architectural specialization has become the stronger driver.
approach
Reviewed historical scaling trends and emerging heterogeneous architectures, then connected those changes to the compute demands of machine learning.
implementation notes
- Examined Moore’s Law’s impact on technology since 1965, quantified its ongoing relevance, & projected its future applicability, with a focus on heterogeneous architectures, working with PhD candidate to contextualize impact on ML development
impact
- Polygence Symposium finalist
recognition
- Polygence Symposium finalist