ScyllaDB Deep Dive: The High-Performance NoSQL Database Powering Big Tech

#NoSQL #Database #ScyllaDB #BigData #Tech #AI #ML #Tlatoanix

ScyllaDB is an open-source, distributed NoSQL database designed for high throughput and low latency at scale. It’s a drop-in replacement for Apache Cassandra but with 10x better performance due to its shared-nothing architecture written in C++ (vs Cassandra’s Java).

✅ High Performance
✅ Low Latency (<1ms P99 for reads)
✅ Fully Compatible with Cassandra
✅ Horizontally Scalable
✅ Open Core Model (Enterprise & Free Versions)

1. ScyllaDB vs. Cassandra: Performance Benchmarks

(Based on ScyllaDB Benchmarks)

MetricScyllaDBApache Cassandra
Throughput (Ops/sec/node)1.5M150K
P99 Read Latency<1ms10-50ms
P99 Write Latency<2ms15-60ms
Scaling EfficiencyNear-linearSub-linear

Why ScyllaDB is Faster?

  • C++ (vs Java in Cassandra) → No GC pauses
  • Shard-per-core architecture → Maximizes CPU utilization
  • Auto-tuning capabilities → Less manual optimization needed

2. Deployment Options: Cloud vs. On-Premise

DeploymentSupported?Notes
Public Cloud (AWS, GCP, Azure)✅ YesAMI, Marketplace, Kubernetes
Private Cloud / On-Premise✅ YesBare metal, VMware, OpenStack
Hybrid (Multi-Cloud)✅ YesSupports replication across clouds

Managed Option: ScyllaDB Cloud (DBaaS)

3. Pricing & Licensing

ModelCostBest For
Open Source (AGPL)FreeStartups, testing
Enterprise License$20K/node/yearLarge-scale production
ScyllaDB Cloud$0.10/GB/monthFully managed

*Compared to Cassandra (free but needs heavy tuning) and DynamoDB ($0.25/GB/month).*

4. When to Use ScyllaDB?

✔ Time-series data (IoT, metrics)
✔ Real-time analytics (ad tech, fintech)
✔ High-throughput apps (gaming, social media)
✔ Cassandra replacement (better performance, lower TCO)

When NOT to Use?
❌ Simple key-value needs (use Redis instead)
❌ Graph data (use Neo4j)

5. Big Companies Using ScyllaDB

CompanyUse CaseScale
DiscordMessage storage100M+ users
ComcastMetadata for streamingPetabyte-scale
IBMIoT data processing10M+ devices
RakutenE-commerce catalog1B+ requests/day

Source: ScyllaDB Case Studies

6. Key Takeaways

  • Best for: Apps needing Cassandra-like scalability but better speed.
  • Cost: Cheaper than DynamoDB at scale, but pricier than open-source Cassandra.
  • Deployment: Runs everywhere (cloud, on-prem, hybrid).
  • Who uses it? Discord, Comcast, IBM for high-scale workloads.

Have you tried ScyllaDB? Share your experience below! 🚀

Tlatoanix experts can help you to decide which Database is the best for your business requirements. Contact us to get the best of AI/ML and Data Analytics.

#NoSQL #Database #ScyllaDB #BigData #Tech #AI #ML #Tlatoanix

References

  1. ScyllaDB Official Docs
  2. ScyllaDB vs. Cassandra Benchmark (2024)
  3. Discord’s Migration to ScyllaDB
At Tlatoanix, we leverage AI tools to enhance research, drafting, and data analysis while ensuring human oversight for accuracy and relevance.
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