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Home/ Questions/Q 6794777
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Editorial Team
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Editorial Team
Asked: May 26, 20262026-05-26T18:15:47+00:00 2026-05-26T18:15:47+00:00

All tables in the database have one timestamp column [ float ] followed by

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  • All tables in the database have one timestamp column [float]
    followed by an arbitrary amount of parameter columns [integer]
    (usually less than 5, but more than 1), and one value column
    [float].
  • All queries are without any joins, and they are based on giving the database a set of parameters, and receiving the timestamp and value columns back.
  • The amount of rows are counted in low 10s of millions.
  • Small number of users, less than 10.
  • More reads than writes, but both can be simultaneous.
  • Should meet ACID properties.

Back in the day all MySQL was chosen, but this is a moot point. SQLite is quick and effortless on a computer local basis, but in this example it needs to be a proper server/client database. Up until this point no optimization has taken place, except for indexing.

EDIT:

I didn’t mention it properly, but the traffic is not an issue. That is, it’s not really an optimization for meeting certain volume criteria, it’s an optimization on pure speed.

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  1. Editorial Team
    Editorial Team
    2026-05-26T18:15:47+00:00Added an answer on May 26, 2026 at 6:15 pm
    • Use InnoDB for ACID support.

    • Memory, memory, memory. The single best MySQL tuning optimization you can do for reads is to increase innodb_buffer_pool_size. But of course not so high that it grows larger than your physical RAM because that can cause mysqld to go into swap.

    • Structure your table’s primary key along the column you most frequently search against. That is, take advantage of InnoDB’s clustered index on the primary key.

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