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Design a system for managing a distributed consensus algorithm.

Develop a distributed system for scheduling and running cron jobs.

Consider an array of sorted integers from 0 to n. Your task is to find the integer that introduces a problem. Write a function that accomplishes this task with a time complexity of O(log n).

Considering your experience with data analysis and client buying behaviors, can you walk me through how you would make predictions around whether future clients would purchase a certain software? What pieces of information would be important to include in your dataset?

How would you detail the workflow from training a machine learning model to its deployment in production?

Create a system for processing live customer feedback in real-time.

Can you code a Python function to discount specific song streams by a given markdown rate?

What are the key considerations when designing a reliable asynchronous job processing system?

Can you discuss the benefits of using dimensionality reduction techniques in machine learning?

Build a scalable distributed filesystem for data storage.