Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Renewing computing paradigms for more efficient parallelization of
  single-threads   Computing is still based on the 70-years old paradigms introduced by von
Neumann. The need for more performant, comfortable and safe computing forced to
develop and utilize several tricks both in hardware and software. Till now
technology enabled to increase performance without changing the basic computing
paradigms. The recent stalling of single-threaded computing performance,
however, requires to redesign computing to be able to provide the expected
performance. To do so, the computing paradigms themselves must be scrutinized.
The limitations caused by the too restrictive interpretation of the computing
paradigms are demonstrated, an extended computing paradigm introduced, ideas
about changing elements of the computing stack suggested, some implementation
details of both hardware and software discussed. The resulting new computing
stack offers considerably higher computing throughput, simplified hardware
architecture, drastically improved real-time behavior and in general,
simplified and more efficient computing stack.

31
The categories of this paper are: ao-sci
20
The categories of this paper are: acc-phys
24
The categories of this paper are: dg-ga
26
The categories of this paper are: bayes-an
16
The categories of this paper are: stat
19
The categories of this paper are: eess
15
The categories of this paper are: nucl-ex
23
The categories of this paper are: solv-int
8
The categories of this paper are: hep-ex
17
The categories of this paper are: q-fin
33
The categories of this paper are: plasm-ph
27
The categories of this paper are: comp-gas
3
The categories of this paper are: physics
29
The categories of this paper are: funct-an
22
The categories of this paper are: chao-dyn
30
The categories of this paper are: q-alg