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Code

In this folder and its subfolders, all code to reproduce the presented results is located.

Set up Julia

Only required once:

julia --project=. -e 'using Pkg; Pkg.instantiate()'

Generate plots

To re-create the results and generate all plots, execute the following line(s):

OMP_NUM_THREADS=1 julia --project=. ./plots/advection1d/run_examples.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/advection1d/generate_pdf.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/advection1d/convergence_test.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/advection2d/run_examples.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/advection2d/generate_pdf.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/advection2d/convergence_test.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/addition.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/bootstrapping.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/encrypt_decrypt.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/memory_bounded.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/multiplication.jl
OMP_NUM_THREADS=1 julia --project=. ./plots/efficiency/rotate.jl

Note: Running all scripts may take more than 5 hours, depending on your system. All test were conducted on a machine with an AMD Ryzen Threadripper 3990X CPU and with 256 GB RAM. Since many of the scripts use a lot of memory, Julia can be killed if your machine has not enough main memory available.

A large part of the memory consumption is likely explained by some missing memory release in the communication between Julia and C++. Resolving this issue is currently work in progress.

Results

Generated plots can be found in the folder out/.