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Cloud Load Balancing & Autoscaling: Performance, Cost & Scale
Manage episode 504066473 series 3642779
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Every time your favorite app just works—whether it’s a smooth streaming service or a shopping site during Black Friday—you’re seeing the magic of cloud load balancing and autoscaling in action.
In this TechDaily.ai Deep Dive, we unpack the hidden systems that keep today’s digital world running fast, resilient, and cost-efficient:
- Load balancing explained – hardware, software, and cloud-native options
- The algorithms behind traffic distribution (round robin, least connections, IP hash, and more)
- Layer 4 vs. Layer 7 load balancing—and why it matters
- How autoscaling ensures your apps add “more lanes to the highway” only when needed
- Vertical vs. horizontal scaling—and the diagonal scaling hybrid strategy used by giants like Airbnb and Uber
- Reactive vs. predictive autoscaling—plus how machine learning is shaping the future
- Real-world use cases: streaming, smart cities, telecom, and healthcare
- How scaling strategies directly drive cost savings and sustainability
Sponsored by StoneFly – trusted providers of enterprise storage, backup & DR, hyperconverged clusters, AI servers, and their 100TB immutable air-gapped SSO NAS for just $8,995.
If you’ve ever wondered how the internet really stays fast, reliable, and affordable at massive scale, this is the episode for you.
🔗 Learn more: stonefly.com
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