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Oracle 1Z0-1110-25 Exam - Topic 2 Question 15 Discussion

Actual exam question for Oracle's 1Z0-1110-25 exam
Question #: 15
Topic #: 2
[All 1Z0-1110-25 Questions]

You have an image classification model in the model catalog which is deployed as an HTTP endpoint using model deployments. Your tenancy administrator is seeing increased demands and has asked you to increase the load balancing bandwidth from the default of 10Mbps. You are provided with the following information:

Payload size in KB = 1024

Estimated requests per second = 120 requests/second (Monday through Friday, in every month, in every year)

Buffer percentage = 20%What is the optimal load balancing bandwidth to redeploy your model?

Show Suggested Answer Hide Answer
Suggested Answer: D

Detailed Answer in Step-by-Step Solution:

Objective: Calculate optimal bandwidth for model deployment.

Given Data:

Payload size = 1024 KB = 1024 * 8 = 8192 Kb (kilobits).

Requests/sec = 120.

Buffer = 20% = 0.2.

Calculate Base Bandwidth:

Bits/sec = Payload * Requests = 8192 Kb * 120 = 983,040 Kb/s = 983.04 Mbps.

Add Buffer:

Total = Base * (1 + Buffer) = 983.04 * 1.2 = 1179.648 Mbps.

Evaluate Options: Closest to 1179.648 Mbps is 1152 Mbps (D)---realistic rounding.

Conclusion: D is correct.

OCI documentation advises: ''Calculate bandwidth as payload size (in bits) * requests/sec, then add a buffer (e.g., 20%) for peak loads.'' Here, 1024 KB = 8192 Kb, * 120 = 983.04 Mbps, * 1.2 = 1179.648 Mbps. D (1152 Mbps) is the closest practical option---452 (A) and 52 (B) are too low, 7052 (C) excessive.

: Oracle Cloud Infrastructure Data Science Documentation, 'Model Deployment - Load Balancing'.


Contribute your Thoughts:

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Holley
3 days ago
7052 Mbps? What is this, the Autobahn for model deployments?
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Nada
8 days ago
D) 1152 Mbps, no doubt. Gotta keep that model running at full speed!
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Taryn
30 days ago
C) 7052 Mbps? Really? That's overkill, even with the buffer percentage.
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Francesco
1 month ago
I'm going with B) 52 Mbps. That's a more reasonable bandwidth for a model deployment.
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Eden
1 month ago
D) 1152 Mbps seems like the right answer, considering the payload size and estimated requests per second.
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Kristel
2 months ago
I’m a bit confused about the buffer percentage. Does it apply to the total bandwidth or just the payload? I wish I had practiced more with these types of questions.
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Phuong
2 months ago
If I remember right, the total bandwidth should be the payload size times requests, plus the buffer. I feel like the answer might be around 1152 Mbps.
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Wenona
2 months ago
I think we need to multiply the payload size by the requests per second and then add the buffer, but I can't recall the exact formula we used.
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Francine
2 months ago
I remember we calculated bandwidth requirements in a similar practice question, but I'm not sure how to factor in the buffer percentage correctly.
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Jerilyn
2 months ago
This seems straightforward enough. I'll work through the calculations step-by-step and see which answer choice matches the result.
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Gearldine
2 months ago
I think I've got it. We need to consider the total data transfer per second, factor in the buffer percentage, and then choose the appropriate answer option.
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Ernie
3 months ago
Wait, what's the formula for calculating the optimal load balancing bandwidth? I'm a bit confused on the approach here.
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Glenna
3 months ago
Okay, let's see. We have the payload size, the estimated requests per second, and a buffer percentage. I think I can work this out.
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Gladys
3 months ago
Hmm, this looks like a tricky one. I'll need to carefully calculate the required bandwidth based on the given information.
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