def balance(self):
############################################
## HOTSPOT DETECTOR ########################
############################################
k = 20
self.check_hostpost(k)
############################################
## MIGRATION MANAGER #######################
############################################
# Calculate volumes of each node
nodes = []
domains = []
for node in self.model.get_hosts():
volume = 1.0 / max(0.001, float(100.0 - node.percentile_load(PERCENTILE, k)) / 100.0)
node.volume = volume
node.volume_size = volume / 8.0 # 8 GByte
if node.type == types.NODE:
nodes.append(node)
elif node.type == types.DOMAIN:
domains.append(node)
# Sort nodes to their volume in DECREASING order
# Multiplication with a big value to shift post comma digits to the front (integer)
nodes.sort(lambda a, b: int((b.volume - a.volume) * 100000))
############################################
## MIGRATION TRIGGER #######################
############################################
time_now = self.pump.sim_time()
sleep_time = 60
for node in nodes:
node.dump()
try:
# Overload situation
if node.overloaded:
print 'Overload...'
self.migration_trigger(True, nodes, node, k, sleep_time, time_now)
except StopIteration: pass
# Balance system
print 'Imbalance...'
# self.check_imbalance(time_now, sleep_time, k)
try:
# Underload situation
if node.underloaded:
print 'Underload...'
self.migration_trigger(False, nodes, node, k, sleep_time, time_now)
except StopIteration: pass
def balance(self):
############################################
## HOTSPOT DETECTOR ########################
############################################
for node in self.model.get_hosts(types.NODE):
# Check past readings
readings = node.get_readings()
# m out of the k last measurements are used to detect overloads
k = K_VALUE
overload = 0
underload = 0
for reading in readings[-k:]:
if reading > THRESHOLD_OVERLOAD: overload += 1
if reading < THRESHOLD_UNDERLOAD: underload += 1
m = M_VALUE
overload = (overload >= m)
underload = (underload >= m)
if overload:
print 'Overload in %s - %s' % (node.name, readings[-k:])
# Update overload
node.overloaded = overload
node.underloaded = underload
############################################
## MIGRATION MANAGER #######################
############################################
# Calculate volumes of each node
nodes = []
domains = []
for node in self.model.get_hosts():
volume = 1.0 / max(0.001, float(100.0 - node.percentile_load(PERCENTILE, k)) / 100.0)
node.volume = volume
node.volume_size = volume / 8.0 # 8 GByte
if node.type == types.NODE:
nodes.append(node)
elif node.type == types.DOMAIN:
domains.append(node)
# Sort nodes to their volume in DECREASING order
# Multiplication with a big value to shift post comma digits to the front (integer)
nodes.sort(lambda a, b: int((b.volume - a.volume) * 100000))
############################################
## MIGRATION TRIGGER #######################
############################################
time_now = self.pump.sim_time()
sleep_time = 60
for node in nodes:
node.dump()
try:
# Overload situation
if node.overloaded:
# Source node to migrate from
source = node
# Sort domains by their VSR value in decreasing order
node_domains = []
node_domains.extend(node.domains.values())
node_domains.sort(lambda a, b: int(b.volume_size - a.volume_size))
# Try to migrate all domains by decreasing VSR value
for domain in node_domains:
# Try all targets for the migration (reversed - starting at the BOTTOM)
for target in reversed(range(nodes.index(node) + 1, len(nodes))):
target = nodes[target]
if len(target.domains) == 0:
# print 'skip %s - %s' % (target.name, target.domains)
continue
domain_cpu_factor = target.cpu_cores / domain.cpu_cores
test = True
test &= (target.percentile_load(PERCENTILE, k) + domain.percentile_load(PERCENTILE, k) / domain_cpu_factor) < THRESHOLD_OVERLOAD # Overload threshold
test &= len(target.domains) < 6
test &= (time_now - target.blocked) > sleep_time
test &= (time_now - source.blocked) > sleep_time
if test:
print 'Overload migration: %s from %s to %s' % (domain.name, source.name, target.name)
self.migrate(domain, source, target)
raise StopIteration()
for target in reversed(range(nodes.index(node) + 1, len(nodes))):
target = nodes[target]
domain_cpu_factor = target.cpu_cores / domain.cpu_cores
test = True
test &= (target.percentile_load(PERCENTILE, k) + domain.percentile_load(PERCENTILE, k) / domain_cpu_factor) < THRESHOLD_OVERLOAD # Overload threshold
test &= len(target.domains) < 6
test &= (time_now - target.blocked) > sleep_time
test &= (time_now - source.blocked) > sleep_time
if test:
print 'Overload migration (Empty): %s from %s to %s' % (domain.name, source.name, target.name)
self.migrate(domain, source, target)
raise StopIteration()
except StopIteration: pass
try:
# Underload situation
if node.underloaded:
# Source node to migrate from
source = node
# Sort domains by their VSR value in decreasing order
node_domains = []
node_domains.extend(node.domains.values())
node_domains.sort(lambda a, b: int(b.volume_size - a.volume_size))
# Try to migrate all domains by decreasing VSR value
for domain in node_domains:
# Try all targets for the migration
for target in range(nodes.index(node) - 1):
target = nodes[target]
if len(target.domains) == 0:
continue
domain_cpu_factor = target.cpu_cores / domain.cpu_cores
test = True
test &= (target.percentile_load(PERCENTILE, k) + domain.percentile_load(PERCENTILE, k) / domain_cpu_factor) < THRESHOLD_OVERLOAD # Overload threshold
test &= len(target.domains) < 6
test &= (time_now - target.blocked) > sleep_time
test &= (time_now - source.blocked) > sleep_time
if test:
print 'Underload migration: %s from %s to %s' % (domain.name, source.name, target.name)
self.migrate(domain, source, target)
raise StopIteration()
for target in range(nodes.index(node) - 1):
target = nodes[target]
domain_cpu_factor = target.cpu_cores / domain.cpu_cores
test = True
test &= (target.percentile_load(PERCENTILE, k) + domain.percentile_load(PERCENTILE, k) / domain_cpu_factor) < THRESHOLD_OVERLOAD # Overload threshold
test &= len(target.domains) < 6
test &= (time_now - target.blocked) > sleep_time
test &= (time_now - source.blocked) > sleep_time
if test:
print 'Underload migration (Empty): %s from %s to %s' % (domain.name, source.name, target.name)
self.migrate(domain, source, target)
raise StopIteration()
except StopIteration: pass