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Performance Modeling and Benchmarking of Event-Based ... - DVS

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88 CHAPTER 5. BENCHMARKING OF EVENT-BASED SYSTEMS<br />

Table 5.3. Further, we define the following sets:<br />

Γ = {a, b, c, d}<br />

Ω = {se, re}<br />

Message groups as defined in Table 5.3.<br />

Messages sent vs. messages received.<br />

Λ = {SM, SP, DC, HQ}<br />

Types <strong>of</strong> physical locations.<br />

Message Throughput per Interaction We first analyze the message throughput on a per<br />

interaction basis. We will use the following notation:<br />

ξ j i,k<br />

for j ∈ Ω, 1 ≤ i ≤ 7 <strong>and</strong> k ∈ Γ<br />

No <strong>of</strong> messages <strong>of</strong> group k sent/received per sec as part <strong>of</strong> Interaction i.<br />

ξ j i = ∑ k∈Γ ξj i,k<br />

for 1 ≤ i ≤ 7, j ∈ Ω<br />

Total no <strong>of</strong> messages sent/received per sec as part <strong>of</strong> Interaction i.<br />

ξ j = ∑ 7<br />

i=1 ξj i for j ∈ Ω<br />

Total no <strong>of</strong> messages sent/received per sec over all interactions.<br />

<strong>Based</strong> on the information provided in the previous sections <strong>and</strong> analysis <strong>of</strong> the benchmark<br />

design, the following equations are derived characterizing the message throughput <strong>of</strong> each interaction:<br />

Interaction 1:<br />

ξ1,c se = ξ1,c re = λ 1 · |Ψ SM |<br />

ξ1,d se = ξ1,d re = 5 · λ 1 · |Ψ SM |<br />

ξ j 1,k<br />

= 0, ∀k ∈ {a, b} ∧ j ∈ Ω<br />

Interaction 2: ξ j 2,a = 0, ∀j ∈ Ω<br />

ξ2,b se = λ 2 · |Ψ DC |<br />

ξ2,b re = ζ · λ 2 · |Ψ DC |<br />

ξ2,c se = ξ2,c re = λ 2 · |Ψ DC |<br />

ξ2,d se = ξ2,d re = (ζ + 5) · λ 2 · |Ψ DC |<br />

Interaction 3:<br />

ξ3,b se = λ 3<br />

ξ3,b re = λ 3 · |Ψ SM |<br />

ξ j 3,k<br />

= 0, ∀k ∈ Γ, k ≠ b ∧ j ∈ Ω<br />

Interaction 4:<br />

ξ se<br />

4,d = ξ re<br />

4,d = λ 4 · |Ψ SM |<br />

ξ j 4,k<br />

= 0, ∀k ∈ Γ, k ≠ d ∧ j ∈ Ω<br />

Interaction 5:<br />

ξ se<br />

5,d = ξ re<br />

5,d = λ 5 · |Ψ SM |<br />

ξ j 5,k<br />

= 0, ∀k ∈ Γ, k ≠ d ∧ j ∈ Ω

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