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The Challenge of Massive Binaries in Large-Scale Codebases

By

todsacerdoti

5mo ago· 4 min readenInsight

Summary

The article discusses the challenge of massive binary files (ELF files) in large-scale codebases, drawing from the author's personal experience during their PhD and industry work at Google. The author encountered binaries exceeding 25GiB with debug symbols, highlighting a problem that only exists at massive scale but is often dismissed by academic reviewers who claim such problems don't exist. The piece explores how these huge binaries come to be and the disconnect between industry-scale problems and academic recognition.

Key quotes

· 4 pulled
One problem that is only present at these mega-codebases is massive binaries.
I had observed binaries beyond 25GiB, including debug symbols.
Responses to my publication submissions often claimed such problems did not exist; however, I had observed them during my time within industry, such as at Google, but I couldn't cite it!
What's the largest binary (ELF file) you've ever seen?
Snippet from the RSS feed
A problem I experienced when pursuing my PhD and submitting academic articles was that I had built solutions to problems that required dramatic scale to be effective and worthwhile. Responses to my publication submissions often claimed such problems did n

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