Distributed Anomaly Detection using MIDAS

[Shivin Srivastava <sh...@comp.nus.edu.sg>]

Hi All,

I have recently been exploring MIDAS: an algorithm for Streaming Anomaly
Detection. A production level parallel and distributed implementation of
MIDAS should be quite useful to the industry. I feel that Spark is very
well-suited for the same. If anyone is interested to
contribute/collaborate, please let me know. Currently, there exist C++,
Python, Ruby, Rust, R, and Golang implementations.

MIDAS repository: https://github.com/bhatiasiddharth/MIDAS
MIDAS paper: https://www.comp.nus.edu.sg/~sbhatia/assets/pdf/midas.pdf

Thanks!
Shivin

Re: Distributed Anomaly Detection using MIDAS

[Aditya Addepalli <dy...@gmail.com>]

Hi Shivin,

I'm interested in collaborating with you on this project.

I have been using pyspark for a while now and quite familiar with it.

Do you have any plan on how to proceed?

Thanks,
Aditya

On Sat, 27 Jun, 2020, 2:58 pm Shivin Srivastava, <sh...@comp.nus.edu.sg>
wrote:

> Hi All,
>
> I have recently been exploring MIDAS: an algorithm for Streaming Anomaly
> Detection. A production level parallel and distributed implementation of
> MIDAS should be quite useful to the industry. I feel that Spark is very
> well-suited for the same. If anyone is interested to
> contribute/collaborate, please let me know. Currently, there exist C++,
> Python, Ruby, Rust, R, and Golang implementations.
>
> MIDAS repository: https://github.com/bhatiasiddharth/MIDAS
> MIDAS paper: https://www.comp.nus.edu.sg/~sbhatia/assets/pdf/midas.pdf
>
> Thanks!
> Shivin
>