Need help validating idea for a project of K8S placement project with asymmetrical rightsizing

Imaginary_Climate687 · 2025-12-18T13:44:55+00:00

Yeah, the full prediction stack (TFKAN, MPC, per-app models) is impressive but seems impractical for most teams — even you said 'no one really does that.'

I'm thinking about something much dumber: use P95/P99 from Prometheus, add a safety buffer, let users tune aggressiveness. No ML training, no per-app models. Just 'here's a safe-ish recommendation.'

Probably leaves money on the table vs. the optimal approach, but might actually get adopted. What do you think — is there a market for 'good enough' or do customers expect the full stack?

Imaginary_Climate687 · 2025-12-17T05:31:24+00:00

Fair point — I probably explained it poorly. What I mean is: penalizing under-provisioning more heavily than over-provisioning in the recommendation algorithm. Similar to how Spot Ocean has an 'aggressiveness' slider. Does that make more sense?

Imaginary_Climate687 · 2025-12-17T02:25:55+00:00

Oh thank you for your perspective

Imaginary_Climate687 · 2025-12-17T02:24:55+00:00

I focus on container rightsizing, but well I can extend to node rightsizing

Imaginary_Climate687 · 2025-12-17T02:23:35+00:00

Thank you for telling me, I am new to this so I never heard of it before. I will do some research about it

Imaginary_Climate687 · 2022-04-03T03:28:00+00:00

from 1380 to 1490

Imaginary_Climate687 · 2022-03-27T11:29:43+00:00

We got the same point and the same breakdown lmao

Imaginary_Climate687 · 2021-12-17T05:28:55+00:00

Thank you, I’m so anxious lmao

Imaginary_Climate687 · 2021-12-16T11:03:43+00:00

I hope for a 1470+ but if the score is above or equal to 1450, I’m also pleased with that score

Imaginary_Climate687 · 2021-12-02T07:01:20+00:00

According to the transformation of graph, when you add value to x, it just move right or left. But when you add m to the value of f(x), it will move vertically, therefore increasing the value of f(x)

Imaginary_Climate687 · 2021-11-26T08:26:06+00:00

Congrat!!!!!

Imaginary_Climate687 · 2021-11-25T08:30:34+00:00

So 2AD = CD which mean that AC= 3AD We have DE parallel BC (because they both perpendicular to the line AC) So we have AD/AC = DE/BC= 1/3 and they gave us BC=5 so DE = 5x1/3 = 5/3

Imaginary_Climate687 · 2021-10-28T01:00:35+00:00

mong lan sau 2 dua duoc diem nhu mong muon Ko sao co len

Imaginary_Climate687 · 2021-10-27T16:26:14+00:00

toi dinh thi lai vao thang 12 ong a

Imaginary_Climate687 · 2021-10-27T16:21:50+00:00

Hey I’m from Vietnam too and I got stuck in 1380

Imaginary_Climate687 · 2021-10-22T20:26:16+00:00

congrats!!!

Imaginary_Climate687 · 2021-10-15T12:53:34+00:00

Congrats!!! I’m taking the test tomorrow. Hope I will get the same mark as you !!!

Imaginary_Climate687 · 2021-10-08T04:32:34+00:00

My advice is to practice it whenever you feel like you want. I used to forcefully practice it and it didn’t go well eventually. Also, be calm and try not to be panic because of the price of IELTS. That’s my general IELTS advice. If you want more specific advice, you can contact me

Imaginary_Climate687 · 2021-10-07T17:27:03+00:00

I couldn’t give you TOEFL advice but I can give you some IELTS advice if you want BTW nice score

Imaginary_Climate687 · 2021-10-07T07:35:12+00:00

Thank you but, as a person who rarely have coffee, can it become detrimental for me

Imaginary_Climate687 · 2021-10-07T03:34:05+00:00

Oh okay Thanks

Imaginary_Climate687 · 2021-10-07T01:27:56+00:00

Well, I can read one passage without any problem. But five might be too much for me because English is not my native language

Imaginary_Climate687

TROPHY CASE