What are the main scalability challenges in distributed systems?
An example of an AI chatbot conversation about scalability challenges in distributed systems.
What are the main scalability challenges in distributed systems?
The main challenges include data consistency, network latency, load balancing, and fault tolerance.
Can you explain how network latency affects scalability?
Network latency can slow down communication between nodes, leading to delays in processing and reduced overall system performance.
What strategies can be used to mitigate these challenges?
Strategies include using caching, optimizing data partitioning, and implementing asynchronous communication.
Are there specific tools or frameworks that help with these issues?
Yes, tools like Apache Kafka for messaging, Kubernetes for orchestration, and Cassandra for distributed databases can help.
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