def initialize_users_services(self):
user_types = [1, 2, 3]
user_type_probabilities = [0.3, 0.2, 0.5]
user_count = 1000
for _ in range(user_count):
pass
for _ in range(user_count):
user_type_prob = random.choices(user_types,
user_type_probabilities)
self.send_request(user_type_prob[0])
cloud_request_load_balancer = Server.CloudRequestLoadBalancer()
print(cloud_request_load_balancer.resource_utilization)
# plotting graph for public cloud users
x = range(len(cloud_request_load_balancer.resource_utilization[1]))
y = cloud_request_load_balancer.resource_utilization[1]
plt.plot(x, y, label='public cloud user', color='black')
# plotting graph for hybrid cloud users
x = range(len(cloud_request_load_balancer.resource_utilization[2]))
y = cloud_request_load_balancer.resource_utilization[2]
plt.plot(x, y, label='hybrid cloud user', color='red')
# plotting graph for private cloud users
x = range(len(cloud_request_load_balancer.resource_utilization[3]))
y = cloud_request_load_balancer.resource_utilization[3]
plt.plot(x, y, label='private cloud user', color='purple')
plt.legend()
plt.show()
def send_request(self, user_type_prob):
cloud_request_load_balancer = Server.CloudRequestLoadBalancer()
client_id = random.randint(0, 10000000)
users = [
'Public Cloud User', 'Hybrid Cloud User', 'Private Cloud User'
]
print("User id", client_id, users[user_type_prob - 1])
cloud_request_load_balancer.service(client_id, user_type_prob,
"Request")
