Ashish Dalal

Hi @meixiezichuan I had some questions that I'd like to ask, 1. Which specific types of device state anomalies should we prioritize detecting in the initial prototype? (Network delays, mapper...

Hi @meixiezichuan I have made a small demo framework for demonstrative purposes and based on what you have in mind I can steer it into the right direction. Currently, it...

Hi @meixiezichuan I have made some additional changes in [KubeEdge_anomaly_detection](https://github.com/ashish-dalal/KubeEdge_anomaly_detection). 1. Dataset for Anomaly Detection: I have added a dataset for the anomaly detection use case. The dataset that I...

Also, I'm not sure but if the goal is to develop anomaly detection models than I believe my previous experience about in-depth study of clustering algorithms can be very helpful...

Hi @meixiezichuan I have updated the [KubeEdge_anomaly_detection](https://github.com/ashish-dalal/KubeEdge_anomaly_detection) repo. I have added K-Means clustering algorithm to it as well (in addition to Isolation Forest that was added earlier). So I'll summarize...

Hi @meixiezichuan I've added a DBSCAN demo to complement the isolation forest and K-means implementations. This is now using the same CIC IoT dataset we used earlier. For DBSCAN I've...

hey @meixiezichuan can you please go through the shared private repo and please share your feedback on my submission

Hi @juntao @apepkuss, I'm interested in this project but can you share some resource for learning what exactly is llama nexus or LlamaEdge? gaining a better understanding can prove helpful...

Hi @juntao I have completed the pre-test and I'd like to share with you how I implemented the stateful /responses endpoint https://drive.google.com/file/d/1b7VN97B4p9N0QpF4t-qhoAhDNvo0ka4K/view?usp=sharing ### Overview So I made a stateful conversation...

I have added you as a collaborator @juntao to my private forked repo of llama-nexus. you can find the code there. please let me know any feedback you might have...