Dr Sai Shivareddy

speaker

363 appearances 1 recordings 1 series first heard Feb 2026 last heard 17 Feb

Dr Sai Shivareddy’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Feb 2026 with 1.

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Yeah.

So there's that part of heat and then this transition to AI data centers.

So cloud has a need for backup, right?

That's steady loads.

And now you have these highly dynamic workloads.

You've got...

you know, 180%, you've got 20%, 180%, like 20 times a second.

So if you're doing like training workloads, you have these fluctuations, right?

Like you have the GPU, which let's say is one kilowatt.

To contrast it with a normal cloud data center, let's say you have one kilowatt.

It was not a CPU.

It was like 100 watts or something.

But let's say you have one megawatt of power or let's say the average cloud, 10, 20 megawatts, let's say 20 megawatts.

So you could have 2000 of those

CPU-based systems or 20,000 if it was 100 watts.

It's actually big for CPUs but small for GPUs.

Right.

So what we're looking at is the same GPU, while its average power is one kilowatt, its peak is almost two kilowatts or 1.8.

For a short duration, which was in the past a transient, but these transients have become bigger and bigger.

You know, you're talking with like 75 kilowatts of average power or something, and then peak power to 150 kilowatts.

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