30 Years of HPC: many hardware advances, little adoption of new languages

https://chapel-lang.org/blog/posts/30years/

Article

  • Chapel blog reviews 30 years of HPC hardware vs. language evolution
  • Hardware (GPUs, interconnects) advanced dramatically; language adoption lagged
  • Argues new parallel languages like Chapel haven’t gained traction despite progress

Discussion

  • Top commenter: new HPC languages don’t solve urgent problems — much HPC code is optimally single-threaded
  • Hiring pool depth cited: easy to find C++/OpenMP devs, nearly impossible to find Chapel devs
  • Bioinformatics reality check: most cluster work is Python/R/Perl, not MPI or distributed compute

Discuss on HN


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Added Apr 17, 2026
Modified Apr 17, 2026