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Unix was re-written almost entirely in C. Until then, operating systems, which handle all the day-to-day workings of a computer, had been written in "machine language" which was different for different computers, and nearly opaque to humans.
The source code is translated (compiled) into machine language, which makes algorithm execution more efficient because the code is executed directly by the processor.
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In 1952 Heinz Rutishauser, who had worked with Zuse on his computers after the war, wrote an influential paper, "Automatische Rechenplanfertigung bei programmgesteuerten Rechenmaschinen" (loosely translatable as "Computer Automated Conversion of Code to Machine Language"), in which he laid down the foundations of compiler construction and described two proposed compilers.
A just-in-time (JIT) compiler is a program that converts Java bytecode into machine language instructions which makes Java run much faster than when the bytecode is executed by an interpreter.
Belevitch wrote a book on human and machine languages in which he explored the idea of applying the mathematics of information theory to obtain results regarding human languages.
Java programs are first compiled into Java byte code, an intermediate language which, unlike machine code, is not computer specific.
OpenDocument Format is based on an Internet-era protocol called XML, short for Extensible Markup Language, which enables automated machine-to-machine communication.
BBC Basic, the programming language which ran on the machines, provided a gentle introduction to the challenges of coding.
Previous programming was written in machine (first-generation) language or assembly (second-generation) language, which required the programmer to write instructions in binary or hexadecimal arithmetic.
The difficulty of writing programs in the machine language of 0s and 1s led first to the development of assembly language, which allows programmers to use mnemonics for instructions (e.g., ADD) and symbols for variables (e.g., X).
Speed increases may be possible by using the compiler 6 package for R. R is an interpreted language which means code is saved as text files which is reduced to machine instructions at runtime.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com