Question

Difficulty: MediumSimultaneous Equations and Systems

A cloud computing infrastructure employs two types of processing nodes: Server-Type X and Server-Type Y. A configuration consisting of 3 Server-Type X nodes and 5 Server-Type Y nodes processes 4,100 data transactions per second. A second configuration consisting of 5 Server-Type X nodes and 2 Server-Type Y nodes processes 4,300 data transactions per second. Assuming each node of a given type operates at a constant rate, what is the processing capacity, in data transactions per second, of a single Server-Type X node?

Answer: 700 data transactions per second

Answer

700 data transactions per second
Let xx be the capacity of Server-Type X and yy be the capacity of Server-Type Y. The system 3x+5y=41003x + 5y = 4100 and 5x+2y=43005x + 2y = 4300 simplifies to 19x=1330019x = 13300 after eliminating yy, yielding x=700x = 700.

Step-by-Step Solution

1
Set up the linear equations representing the two node configurations.
3x+5y=41003x + 5y = 4100 and 5x+2y=43005x + 2y = 4300, where xx and yy represent the processing rates of Server-Type X and Server-Type Y, respectively.
Translating word problems into algebraic equations allows systematic solving for unknown rates.
2
Eliminate the variable yy by multiplying the equations by appropriate constants.
6x+10y=82006x + 10y = 8200 and 25x+10y=2150025x + 10y = 21500.
Aligning the coefficients of yy enables elimination through subtraction.
3
Subtract the first modified equation from the second and solve for xx.
19x=13300    x=70019x = 13300 \implies x = 700.
Solving the single-variable equation yields the processing capacity for Server-Type X.

Key Concept

Solving simultaneous linear equations in two variables using elimination
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