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Caching is the cornerstone of low-latency applications. Whether it’s for database queries, API responses, or serving web assets, caches can drastically reduce load times and improve user experience. But as teams scale their operations, caching becomes a double-edged sword. Costs spiral, configurations get complicated, and operational headaches arise. Cloud providers offer managed cache services like Amazon ElastiCache or Google Cloud Memorystore, which simplify operations but come at a premium. Teams often face challenges like: Over-provisioning due to unpredictable workloads. Vendor lock-in, limiting flexibility and cost negotiation. Inefficiencies in cache eviction policies leading to underutilized resources. Let's dive deep into how Memcarrot by https://www.trycarrots.io/ (A caching server fully compatible with Memcached protocol) solves those intricacies, and what it requires strategic use to maximize its benefits. The rise of serverless caching. Advances in in-memory computing and edge caching. Compatibility with containerized and Kubernetes environments. ▬▬▬▬▬▬ 🔗 Show Notes 🔗 ▬▬▬▬▬▬ ✍️ Four Billion Tweets challenge: / four-billions-tweets-challenge ✍️ Caching 1 billion tweets on a laptop: / caching-1-billion-tweets-on-a-laptop 🔖 Memory Matters: Benchmarking Caching Servers with Membench: / memory-matters-benchmarking-caching-server... ▬▬▬▬▬▬ 🛠️ About CARROT DATA 🛠️ ▬▬▬▬▬▬ Memcarrot, developed by Carrot Data, is a next-generation caching server that is fully compliant with the Memcached protocol. 👉 https://www.trycarrots.io/ GitHub 👉 https://github.com/carrotdata/memcarrot ▬▬▬▬▬▬ 🤝 Book a Call 🤝 ▬▬▬▬▬▬ If you'd like to be our next guest, schedule a convenient time slot via https://calendly.com/saimsafder14/30min. We'll discuss further details. Alternatively, you can contact me via Twitter or LinkedIn (details below). ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ ➡ Twitter: / cloudnativeboy ➡ LinkedIn: / saim-safder ▬▬▬▬▬▬ 🔔 Other Channels 🔔 ▬▬▬▬▬▬ 🎤 Cloud Native Islamabad: @CloudNativeIslamabad ▬▬▬▬▬▬ ⏱️ Chapters ⏱️ ▬▬▬▬▬▬ 0:00 Agenda 0:53 Vlad Intro 👋 1:43 Alec Intro 👋 2:04 Motivation behind Memcarrot 4:30 Existing Cache Challenges 7:00 State of the Cache Ecosystem 14:06 Cache in Cloud & (Vendor Lock-in) 15:11 Existing solution & Roadmap (Memcarrot) 20:40 Carrot Data Open Source solutions 23:07 Rise of Serverless Cache 28:00 Initial Customer Reaction (Memcarrot) 30:00 Key takeaways 32:13 Recap from Alec