CWD: A Machine Learning based Approach to Detect Unknown Cloud Workloads

no code implementations • 28 Nov 2022 • Mohammad Hossain, Derssie Mebratu, Niranjan Hasabnis, Jun Jin, Gaurav Chaudhary, Noah Shen

To address this problem of realizing the full potential of the underlying platform, we develop a machine learning based technique to characterize, profile and predict workloads running in the cloud environment.

Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning

1 code implementation • 1 Feb 2020 • Mahesh Kumar Krishna Reddy, Mohammad Hossain, Mrigank Rochan, Yang Wang

We consider the problem of few-shot scene adaptive crowd counting.

Crowd Counting Meta-Learning