: Redis or Memcached cache frequently accessed data. Application-Level Caching: Caching responses or computational results within the application. Proper caching strategies can exponentially improve scalability, esp
ect Storage Devices (OSDs) OSDs are the fundamental units where data is stored. Each OSD manages a physical storage device, handling tasks such as data replication, recovery, and rebalancing. The number of OSDs direc
ace the relentless challenge of storing, accessing, and managing burgeoning data volumes efficiently and reliably. Traditional storage solutions—be it SANs, NAS, or proprietary systems—often fall short in scalability, flexibility, and cost-effectivenes
ng Data Processing: Leveraging technologies like Kafka, Spark Streaming, or cloud-native services to process data in motion. Incremental Loads: Updating satellites and links with minimal latency, ensuring freshness of data without overloading the system. Designing th
and application levels. 1. Horizontal Scaling and Load Distribution Add more servers or containers as demand increases. Use load balancers to distribute traffic evenly. Ensure statelessness to facilitate easy replication and load balancing.
