Quote
Most of those topics which i consider for contributing and find out the best way to apply this functionality, if you find the same mindset or want to collaboration, feel free meet me. Always wait with some reason ๐๐๐
Note
The icon to telling you about what task is on progress or pending ๐
- โ : On progressing, It usually attaches with
github
and blog- ๐ง : Pending, just stop like a note, and idea to doing something around that. Waiting for new information LOL
- โ : Already hand on and release as blog, , find in all blogs page
- โ : On my way, just wait for couple weeks
DataOps and MLOps
Vector Database
Milvus Cluster โ
Documentation: https://milvus.io/docs
Info
Try to learn and explore vector database of Linux Foundation Opensource, and try to practical with feature and grasp the infrastructure of
milvus
withkubewekend
cluster
Check it out ๐ Articles: What is Milvus and First EKS Cluster with Milvus DB
Workflow Orchestration ๐ง
Info
Find out and explore more about how to organization workflow in production, and how we implement one for yourself to practice and operate into real scenarios.
Tools and Technologies: Airflow, Airbyte, N8n, โฆ
Change Data Capture (CDC) ๐ง
Info
Learn about how we can grasp and stream the events change of database to another workload (e.g Data Flow, Data Pipelines, โฆ) , database or data warehouse, how can we setup and operate the techniques for your application.
Tools and Technologies: Apache Flink, Apache Kafka, Debezium, โฆ
Model Pipelines ๐ง
Info
Go through and inspect about model pipelines, architecture and structure of them for increasing more efficiency for serving progressing
Tools and Technologies: Ray, KServe, vLLM, MLflow, โฆ
Hackwekend
HTTP Tunneling for secure connection ๐ง
Abstract
Tunneling the request to internet to HTTP and return response to currently browser like VPN but alternative
Reference techniques : ZTM (Zero Trust Mesh)
, wstunnel
Lateral Movement Attack ๐ง
Abstract
Find the way to perform LM, how affect of them, provisioning lab and find the way to patching it.
Kubewekend
Github: kubewekend
Abstract
Use the interesting and couple of candidate technologies for setting up Kubernetes cluster in locally. Learn and do some incredible thing with self-hosted and we capture that as the adventure to figure out and work with more concept of Kubernetes
The extra session โ
- Session Extra 1: Longhorn and the story about NFS in Kubernetes โ
- Session Extra 2: Rebuild Cluster with Rancher or K3S
- Session Extra 3: Combination GitOps with ArgoCD into Kubewekend Cluster
- Session Extra 4: Learn and use security, network context for Kubernetes
- Session Extra 5: Customize default scheduled in
kubernetes
cluster withkube-scheduler
โ - Session Extra 6: Service mesh inside Kubewekend Cluster
- Session Extra 7: Learn about virtualization inside Kubewekend with
kubevirt
The major session โ
- Session 1: Use
Vargrant
to configuration the VM with provider inVirtualBox
โ - Session 2: Ansible - To setup and run script and bring up
kubernetes
cluster on locally, Usekind
โ - Session 3: Exploring, understanding and provisioning require components inside the
kind
cluster โ - Session 4:
cilium
andebpf
- The powerful kernel service ofkubewekend
cluster โ - Session 5: How to build the High Availability (HA) Cluster. โ
- Session 6: Use extend
CSI
for volume and storage class withCeph
โ - Session 7: Setup new
app
, usecilium
to route traffic into cluster via gateway โ - Session 8: Setup the monitoring cluster inside the
kubernetes
withnode-exporter
,prometheus
andgrafana
โ - Session 9: Setup tracing, logging, profiling components in
kubewekend
cluster โ
WouOps
Pre-hook framework ๐ง
Github: distribute-git-hook
Abstract
Create a framework on light weight and isolation components for check commit and push event in currently source code to repositories, with features like
- Code smell and validate code for improving the code quality
- Handling prehook for pentesting surface application on whitebox like secret leak, CVE, misconfiguration
- Offer the announcement location, can be grafana or report with dashboard about your commit
Sidecar for remote profiling applications ๐ง
Abstract
Make a container can distribute and mental monitoring, profiling application with remotely by Sidecar pattern