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System 
Reliability and Resilience 
and stuff
Some things need to be 
cleared up first
http://en.wikipedia.org/wiki/Vedette_(cabaret)
tuple
//Initialize customer and 
invoice 
Initialize(customer, invoice);
public void Initialize 
(Customer customer, Invoice 
invoice) 
{ 
customer.Name = “asdf”; 
invoice.Date = DateTime.Now; 
}
Initialize(customer, invoice); 
//did something happen to 
customer 
// and/or invoice?
customer.Name = 
InitNameFrom(customer, 
invoice); 
invoice.Date = 
InitDateFrom(customer, 
invoice);
customer.Name = 
GetNameFrom(customer, 
invoice); 
invoice.Date = 
GetDateFrom(customer, 
invoice);
var results = 
Initialize(customer, invoice); 
customer.Name = results.Item1; 
invoice.Date = results.Item2;
public tuple<string, DateTime> 
Initialize(customer, 
invoice) 
{ 
return new Tuple<string, DateTime> 
(“asdf”, DateTime.Now); 
}
public static bool TryParse 
(string s, out DateTime result) 
or 
public static 
tuple<bool, DateTime?> TryParse 
(string s)
tuple 
• Avoid side effects 
• Avoid out parameters 
• multiple values without a specific type
null object
private ILogger _logger; 
public MyClass(ILogger logger) { 
_logger = logger; 
} 
… 
if (_logger != null) { 
_logger.Debug( 
“it worked on my machine!”); 
}
null checks for 
everyone!
forget 
one 
and…
public class NullLogger : ILogger { 
public void Debug(string text) { 
//do sweet nothing 
} 
}
private ILogger _logger = 
new NullLogger(); 
public MyClass(ILogger logger) { 
_logger = logger; 
} 
… 
_logger.Debug( 
“it worked on my machine!”);
null object 
• Can eliminate null checks 
• Simple to implement
Circuit 
Breaker
Opportunities to Improve System Reliability and Resilience by Donald Belcham
Retry
Out of Process 
Dependency 
N times 
Your Application
Out of Process 
Dependency 
N times 
* 
Y clients
= 
Denial of 
Service Attack
Limit the # 
of retries
N * Y 
becomes 
5 * Y
Y is 
still a 
problem
Opportunities to Improve System Reliability and Resilience by Donald Belcham
Circuit 
Breaker
Opportunities to Improve System Reliability and Resilience by Donald Belcham
State Machine 
On :: Off
On  Off 
when not healthy
Off  On 
manually
Get to software 
before we ask you 
to dance
Out of Process 
Dependency 
Healthy 
or 
Unhealthy
State is 
independent of 
requestor 
Out of Process 
Dependency
Your Application 
Has many 
independent 
external 
dependencies
Your Application 
Can throttle 
itself
Your Application 
Has a 
wait 
threshold
Your Application 
External 
Dependency 
Circuit Breaker 
Threshold = 2 
Pause = 10ms 
Timeout = 30s 
Request State = Closed 
Request 
Failure (i.e. HTTP 500) 
Failure Count = 1 
Pause 10ms 
Request 
Failure (i.e. HTTP 500) 
Failure Count = 2 
State = Open 
OperationFailedException
Threshold = 2 
Pause = 10ms 
Timeout = 30s 
Request State = Open 
30s has not passed 
CircuitBreakerOpenException 
Request 
30s has not passed 
CircuitBreakerOpenException 
System can try 
to 
become 
healthy 
for 30s 
Your Application 
External 
Dependency 
Circuit Breaker
Threshold = 2 
Pause = 10ms 
Timeout = 30s 
30s has passed 
Your Application 
Request State = ½ Open 
Request 
Failure (i.e. HTTP 500) 
Failure Count = 2 
State = Open 
OperationFailedException 
External 
Dependency 
Circuit Breaker
Threshold = 2 
Pause = 10ms 
Timeout = 30s 
30s has passed 
Request State = ½ Open 
Request 
Failure Count = 
0 
State = Closed 
Response 
Response 
Your Application 
External 
Dependency 
Circuit Breaker
Closed 
Open 
½ Open
½ Open 
is like a 
manual reset
Pause 
Timeout
Pause 
between calls 
in the loop
Timeout 
before you 
can call again
Exceptions
OperationFailed 
: 
AggregateException
CircuitBreakerOpen 
: 
ApplicationException
Don’t Loose 
Exception Info
Always use 
InnerException(s)
Threshold = 3 
Request State = Closed 
Request 
Failure (i.e. HTTP 500) 
? 
Request 
Request Failure (i.e. HTTP 500) 
Failure Count = 2 
Failure Count = 0 
State = Closed 
Response 
Response 
Your Application 
External 
Dependency 
Circuit Breaker 
Failure Count = 1
Segregate 
Dependencies
circuitBreaker(“database”) 
circuitBreaker(“weatherservice”)
Dependency type, 
endpoint svc, 
endpoint
Where?
Your Application 
Circuit Breaker 
Proxy 
Out of Process 
Dependency
Watch for 
Inception
Your Application 
Circuit Breaker 
Proxy 
Web Service 
Circuit Breaker 
Repository 
Database
circuit breaker 
• retry looping 
• slow down attempts 
• good neighbour
¡Muchas gracias!
gracias 
Donald Belcham 
@dbelcham 
donald.belcham@igloocoder.com

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