You want to optimize the performance of an accurate, real-time, weather-charting application. The data comes from 50,000 sensors sending 10 readings a second, in the format of a timestamp and sensor reading. Where should you store the data?
1. High Write Throughput: Bigtable excels at handling high-volume write operations, which is crucial for your application receiving data from 50,000 sensors sending 10 readings per second.
2. Low Latency: Bigtable offers very low latency for read operations, essential for real-time charting and data visualization.
3. Time-Series Data: Bigtable is well-suited for storing and querying time-series data, like your weather sensor readings with timestamps.
4. Scalability: Bigtable can handle massive amounts of data and scale seamlessly as your application grows.
To optimize the performance of an accurate, real-time, weather-charting application that receives data from 50,000 sensors sending 10 readings per second, it would be most appropriate to store the data in a distributed, horizontally scalable, NoSQL database such as Google Cloud Bigtable
Other options, such as Google BigQuery, Google Cloud SQL, and Google Cloud Storage, may not be as well-suited for handling high volumes of real-time data and may not provide the same level of performance and scalability as Google Cloud Bigtable.
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