Anomalia Machina 9 — Massively Scalable Anomaly Detection with Apache Kafka and Cassandra

Anomalia Machina - Poseidon stirs up a storm

Kubernetes Resource Management (Replicas, Pods, Nodes)

apiVersion: apps/v1
kind: Deployment
metadata:
name: consumer-deployment
labels:
app: consumer
spec:
replicas: 1
selector:
matchLabels:
app: consumer
template:
metadata:
labels:
app: consumer
spec:
containers:
- name: consumer
image: myimages/consumer:latest
ports:
- containerPort: 1235
resources:
requests:
cpu: "2000m"

Anomaly Detection at Scale

Anomalia Machina - Sheeps
Anomalia Machina - Odysseus nasty encounter with Polyphemus

Results: 18,000 Anomaly Checks per second

kubectl scale deployment consumer-deployment --replicas=10
Anomalia Machina - Cassandra Cluster results
Anomalia Machina 9 - Kubernetes Cluster Throughput
Anomalia Machina - System events

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Instaclustr

Instaclustr

Managed platform for open source technologies including Apache Cassandra, Apache Kafka, Apache ZooKeepere, Redis, Elasticsearch and PostgreSQL