server cluster and request class

This commit is contained in:
2025-03-14 13:54:41 +01:00
parent c302ff5238
commit 578ac98288

59
src/main.py Normal file
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#!/bin/python3
from queue import Queue
class NoServerFreeError(Exception):
def __init__(self, message="No server free"):
self.message = message
super().__init__(self.message)
class Request:
def __init__(self, lambda_val, current_time):
# exponential distribution, parameter λ
interval = random.expovariate(self.lambda_val)
new_time = self.current_time + interval
self.arrival_time = new_time
self.category = 1
class Server_cluster:
def __init__(self, cluster_size, category, service_rate):
self.category = category
self.cluster_size = cluster_size
self.finish_time = [0.0]*cluster_size
def process_request(self, request, current_time):
free_servers = [i for i in range(self.cluster_size) if self.finish_time[i] <= current_time]
if not free_servers:
raise NoServerFreeError()
else:
interval = random.expovariate(self.service_rate)
finish = current_time + interval
self.finish_time[free_servers[0]] = finish
class Simulation:
def __init__(self, C, lambda_val):
# C clusters of K servers
self.C = C
self.K = 12 // C
# service rate exponential distribution parameter
service_rates = {1: 4/20, 2:7/20, 3:10/20, 6:14/20}
self.service_rate = service_rates[C]
# router request processing time
self.router_processing_time = (C - 1) / C
# λ
self.lambda_val = lambda_val
self.router_queue = Queue(maxsize = 100)
self.router_state = 'idle' # 'idle', 'processing', 'blocked'
self.event_queue = Queue() # (arrival_time, category)
self.current_time = 0.0
self.total_requests = 0
self.lost_requests = 0
self.response_times = []