"From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional Containers," in 2019 USENIX Annual Technical Conference (USENIX ATC '19).
Building FFmpeg with gg
on AWS Lambda
gg
was presented at 2019 USENIX Annual Technical Conference (USENIX ATC '19). The talk was given on July 11, 2019.
Notice: If you are Docker adept, follow this instruction.
To build gg
you need the following packages:
gcc
>= 7.0protobuf-compiler
,libprotobuf-dev
>= 3.0libcrypto++-dev
>= 5.6.3python3
libcap-dev
libncurses5-dev
libboost-dev
libssl-dev
autopoint
help2man
texinfo
automake
libtool
pkg-config
libhiredis-dev
python3-boto3
You can install these dependencies in Ubuntu (17.04 or newer) by running:
sudo apt-get install gcc-7 g++-7 protobuf-compiler libprotobuf-dev \
libcrypto++-dev libcap-dev \
libncurses5-dev libboost-dev libssl-dev autopoint help2man \
libhiredis-dev texinfo automake libtool pkg-config python3-boto3
To build gg
, run the following commands:
./fetch-submodules.sh
./autogen.sh
./configure
make -j$(nproc)
sudo make install
To use gg
, the following environment variables must be set:
GG_MODELPATH
=> absolute path to<gg-source-dir>/src/models/wrappers
.GG_STORAGE_URI
=>- S3:
s3://<bucket-name>/?region=<bucket-region>
- Redis:
redis://<username>:<password>@<host>[:<port>]
- S3:
GG_LAMBDA_ROLE
=> the role that will be assigned to the executed Lambda. functions. Must have AmazonS3FullAccess and AWSLambdaBasicExecutionRole permissions.AWS_ACCESS_KEY_ID
,AWS_SECRET_ACCESS_KEY
=> your AWS access keyAWS_REGION
=> your AWS region, where the functions are installed
After setting the environment variables, you need to install gg
functions on
AWS Lambda. To do so:
cd src/remote/
make ggfunctions
To build mosh
using gg
, first we
checkout the mosh source code:
git clone https://github.com/mobile-shell/mosh
Make sure that you have all the dependencies for building mosh
. In Ubuntu,
you can run:
sudo apt-get install -y automake libtool g++ protobuf-compiler libprotobuf-dev \
libboost-dev libutempter-dev libncurses5-dev \
zlib1g-dev libio-pty-perl libssl-dev pkg-config
Inside the mosh
directory, first you need to prepare mosh
to build:
./autogen.sh
./configure
Then,
gg init # creates .gg directory
gg infer make -j$(nproc) # creates the thunks
Now, to actually compile mosh-server
on AWS Lambda with 100-way parallelism,
you can execute (it's important that --jobs
comes before --engine
):
gg force --jobs 100 --engine lambda src/frontend/mosh-server