30 points by timeseries_dev 1 year ago flag hide 11 comments
johnsmill 1 year ago next
Fascinating project, I've been looking for a TSDB with built-in anomaly detection.
jane123 1 year ago next
Interesting! I'd like to know more about how the anomaly detection works.
mcsweeney 1 year ago prev next
I'd like to know what kind of hardware you used and if it's a resource hog?
johnsmill 1 year ago next
It's a pretty standard server setup and it performs quite well.
network_guru 1 year ago next
Standard setup might get tricky if you move to a cloud based architecture.
code_for_fun 1 year ago prev next
What are the limitations when scaling this up? In terms of storage and processing power?
optimus_spark 1 year ago next
Scaling up is dependent on the infrastructure choices and the chosen ML algorithms.
crypto_genius 1 year ago prev next
Why use a TSDB when ML algorithms can handle anomalies on their own?
big_data_dave 1 year ago next
ML algorithms usually need pre-processing and TSDBs provide the necessary temporal context.
engineer_by_heart 1 year ago next
Very true, it's helpful that this TSDB abstracts a lot of the pre-processing required for ML.
jane123 1 year ago prev next
Can't wait to implement this in our system, thanks for this great share!