intermediateCassandra — Partitioning, Replication & Consistency
You're building an IoT platform collecting 1 million sensor readings per second. Sensors report temperature every second. How do you design the Cassandra schema?
Time-series design challenge: naive partition key = device_id creates hot partitions when one device writes 86,400 rows/day × years. Solution with time bucketing: CREATE TABLE sensor_readings (device_id TEXT, bucket DATE, reading_time TIMESTAMP, temperature DECIMAL, humidity DECIMAL, PRIMARY KEY ((device_id, bucket), reading_time)) WITH CLUSTERING ORDER BY (reading_time DESC) AND default_time_to_l
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You're building an IoT platform collecting 1 million sensor readings per second. Sensors report temperature every second. How do you design the Cassandra schema?