Cache System for millions of objects

[bennnnnnnnnnnnnnnnn]

I want to cache several million objects (with an ID, timestamp and some other properties). Then I want to query every few seconds all objects where the ID = abc and the timestamp >= 123. Which caching system would you recommend for this? Redis doesnt work, because you can't search the hashes by field values with it

example object
{
id: "idabc",
timestamp: 165485458435,
detailThingy: 123
}

 

[BigDady]

I hate the words "...query every few seconds...". Why over-tax a computer like that? It sweats enough in normal use let's give it a break.
And if you're killing the internet with this nonsense to shame I say.
What would cause an object to change? That's where you should look and that can tip you off and querying becomes a dead issue.
More info and code are needed.