I've been doing a lot of research into Paxos recently, and one thing I've always wondered about, I'm not seeing any answers to, which means I have to ask.
Paxos includes an increasing proposal number (and possibly also a separate round number, depending on who wrote the paper you're reading). And of course, two would-be leaders can get into duels where each tries to out-increment the other in a vicious cycle. But as I'm working in a Byzantine, P2P environment, it makes me what to do about proposers that would attempt to set the proposal number extremely high - for example, the maximum 32-bit or 64-bit word.
How should a language-agnostic, platform-agnostic Paxos-based protocol deal with integer maximums for proposal number and/or round number? Especially intentional/malicious cases, which make the modular-arithmetic approach of overflowing back to 0 a bit unattractive?
From what I've read, I think this is still an open question that isn't addressed in literature.
Byzantine Proposer Fast Paxos addresses denial of service, but only of the sort that would delay message sending through attacks not related to flooding with incrementing (proposal) counters.
Having said that, integer overflow is probably the least of your problems. Instead of thinking about integer overflow, you might want to consider membership attacks first (via DoS). Learning about membership after consensus from several nodes may be a viable strategy, but probably still vulnerable to Sybil attacks at some level.
Another strategy may be to incorporate some proof-of-work system for proposals to limit the flood of requests. However, it's difficult to know what to use this as a metric to balance against (for example, free currency when you mine the block chain in Bitcoin). It really depends on what type of system you're trying to build. You should consider the value of information in your system, then create a proof of work system that requires slightly more cost to circumvent.
However, once you have the ability to slow down a proposal counter, you still need to worry about integer maximums in any system with a high number of (valid) operations. You should have a strategy for number wrapping or a multiple precision scheme in place where you can clearly determine how many years/decades your network can run without encountering trouble without blowing out a fixed precision counter. If you can determine that your system will run for 100 years (or whatever) without blowing out your fixed precision counter, even with malicious entities, then you can choose to simplify things.
On another (important) note, the system model used in most papers doesn't reflect everything that makes a real-life implementation practical (Raft is a nice exception to this). If anything, some authors are guilty of creating a system model that is designed to avoid a hard problem that they haven't found an answer to. So, if someone says that X will solve everything, please be aware they they only mean that it solves everything in the very specific system model that they defined. On the other side of this, you should consider that the system model is closely tied to a statement that says "Y is impossible". A nice example to explain this concept is the completely asynchronous message passing of the Ben-Or consensus algorithm which uses nondeterminism in the system model's state machine to avoid the limits specified by the FLP impossibility result (which specifies that consensus requires partially asynchronous message passing when the system model's state machine is deterministic).
So, you should continue to consider the "impossible" after you read a proof that says it can't be done. Nancy Lynch did a nice writeup on this concept.
I guess what I'm really saying is that a good solution to your question doesn't really exist yet. If you figure it out, please publish it (or let me know if you find an existing paper).
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I am a junior programmer. Since my supervisor told me to sit in with the client, I joined. I saw the unsatisfied face of the client despite the successful (from my programmer's perspective) delivery of the project!
Client: You could have included this!
Us: Was not in the specification!
Client: Common Sense!
As a programmer, how do you respond in this situation?
What you should do to avoid this situation:
Explicitly spec out what will be included and what will not be included.
The problem probably comes down to the unspecified parts of the spec:
The client thinks that unspecified stuff should be in, i.e. it was implied.
The developer thinks that unspecified stuff should not be in.
For future specs that you have, you should have a catch all statement, that explicitly states that if something is not specified in this document, it can be done after the original specification is done at an additional cost.
What you should do in the current situation:
Other than learning from your experiences, you should come to some compromise with the client.
Example: I will do this feature that you feel is common sense, but for all future additions/changes it will have to be spec'ed out explicitly.
I.e. you will have to do a little more work, but it is worth it in return for the catch all explicitly spec'ed agreement your client will enter into.
Bad spec?
Was it necessarily a bad spec? No.
It is impossible to mention everything your clients may expect, so it is critical to have this catch all statement mentioned above stated clearly and explicitly in your spec/contract.
Other ways to reduce the problem:
Involve the client early, show them early prototypes. Even if they don't demand it.
Try not to sell the client an end product, but more of a service for working on his product.
Consider an agile development model or something similar so that tasks are well defined, small, paid for, and indisputable.
This would be one of many reasons why I switched to an Agile development philosophy. The only way, in my opinion, to successfully avoid this scenario is to either be omniscient or involve the customer heavily and release early/release often to get feedback as soon as possible. That way you can develop the software the customer really wants, not the software the customer tells you they want.
Client: You could have included this!
Us: Was not in the specification!
Client: Common Sense!!
Us: We do not attempt to go beyond what the client has specified - we follow the specification. It's as important to NOT implement features not specified as it is to implement features specified. We will never second guess our customers, who value the fact that they can completely depend on us to correctly and completely implement the specification on time and under budget.
As others very rightly point out, the situation is almost always more complex than the simple exchange I've described above.
However, the above is valid if the implementer has a specification with the customer's signature on it which essentially implements an agreement that says "once the software provably implements all the features in the spec then it is considered complete", and anything additional is outside the specification and therefore outside the contract.
The contract itself may have some input here as well - if you don't have a signed contract than it doesn't matter what's in the spec - everything so far has been done on a handshake, and the entire deal (including payment) can go down the toilet based on any dissatisfaction on either side.
But if you have a contract and a specification, and the customer has seen and signed both, then they have no wriggle room to ask you to go further.
Now, as to the question of whether you should implement it:
AWESOME! You delivered a product and they only had one complaint. Implement the feature, call it a 'freebie (make sure they understand you're working outside the spec and contract and explicitly send them a bill for the work with the discount shown in dollars) and have them sign off on the project as a whole.
It will explicitly demonstrate that the project is ended, that you went above and beyond the call of duty, and that any further 'surprises' are outside the contract/spec, which gives you a nice layer of protection beyond what you already (ostensibly) have.
If it's a UI issue, then you're in murkier water.
Does the spec adequately describe the UI? Does it have mockups? I wouldn't fault a customer for this complaint about the UI if the spec did not very closely describe the layout, usage, and include mockups.
Either way, I think you can understand the customer's position - if they haven't played with UI mockups, then they're going to be disappointed with the result regardless - there's no way, psychologically speaking, that you and your customer could have possibly had the same idea in mind (nevermind the fact that common sense isn't!).
Quite frankly if this is the first time the customer has thought about checking out the UI before the work is finished, then it's at least partially your fault for not explaining good UI design processes to them. This is a key feature for their app, and it's very tightly coupled to what they've imagined - no one can be satisfied in such a situation unless they've 'grown' their internal representation over time to match what the reality is.
This disconnect is solved only through frequent user and customer testing, which is obviously missing. This is a problem regarding client education and communication, not whether the specification was met or not.
-Adam
Expect last minute changes of scope - they always happen, so be ready.
Review progress frequently with client - to minimize surprises.
Contract: Functional Spec, plus Time & Materials with initial cap (so client feels control).
Then when changes come along, re-negotiate the cap if necessary.
Never say they can't have what they want. They can get that answer for free!
Always give them a little more than they asked for, so they know you've got a positive attitude.
Relate to the client as being on the same team with them. Don't accept being legalistically painted as an adversary.
They may think of contractors as not loyal, compared to employees. Show them you're as dedicated to their success as their employees are, and you'll go the extra mile.
Classic case...
There's not definite answer to this one, but it all turns around communication. There should have been preventive measures put in place (like weekly reviews or something like that).
For sure, you can't redo the whole thing for free.
Two ways: Or to tell them to ** off or you deal with it.
If you choose to deal:
First, empathize, respect the client.
Have a look at what can easily be changed.
Have a look at the contracts.
Maybe create a new agreement.
Don't do too much.
Make them see the progress and the work it takes.
Find workarounds for the missing features (maybe using other great features, or available tools.)
Use your common sense, it is so common, its not even funny.
This is one of the many drawbacks of a fixed bid arrangement. Any time business needs or priorities change, or there is even a simple misunderstanding, it results in anything from an awkward situation like this to calling lawyers in. If you have an arrangement where you get paid for development time, you can always react to any change and get paid for whatever time it takes to make that change. Also, having a by-the-hour arrangement does not preclude having a plan or making an estimate.
Once you are in a fixed bid pickle, though, your options are:
1) Do it at an additional cost.
2) Do it free.
3) Don't do it.
Option 3 is the worst, and Option 1 is the best. If you have a good trusting relationship and decent communication with the client, it's usually easy to arrive at Option 1. If the relationship is bad, then you've got bigger problems. At that point, just try to avoid laywers.
A final point - any project that has something known as "The Delivery Date" inevitably runs into the problem described. Projects with said date usually involve retreating to a cave for several months to develop in hiding followed by an unleashing of the product all at once in front of the stakeholders. This is abrupt and leaves plenty of time for client expectations and the actual product to drift apart. If, instead, you show intermediate versions of the product and gather feedback every few weeks, two things happen. First, you get better feedback, minimize misunderstandings, and make a better product. Second, there is no single point in time on which a massive amount of expectation is laid. The potential difference between what the client is imagining and what actually exists is much smaller. No surprises.
Good luck.
"how do you react?"
Question 1 - do you want to continue this relationship with this customer? Seriously. If they are going to claim that unspecified features are "common sense," this may not be a good relationship to maintain or enhance.
If you want to disengage, then that's easy. Ask for them to highlight each part of the specification that you failed to comply with and play that game. Get specific test criteria for each missing feature. Pull Teeth. Be confrontational in determining what's missing. Don't ask why. Just ask for all the details up front. It's slow and unpleasant. But you don't want them anyway.
If you want to engage, well, you're going to have to change the relationship. Currently, you have a Passive Aggressive Customer. They won't say what they want, but they will say what they don't want.
This may be a habit with them; this may be how they win concessions. Or this just may be sloppy specification on their part.
If you want the relationship, your reaction has two parts.
Short-term. Get something they're happy with. They have to identify specific changes. You have to score each change with a "cost to do" and "fit with specification".
Some things are cheap and a good fit. Do those.
Some things are cheap to do, but a bad fit with the specification. Think twice about enabling a bad specification to lead to rework. In a sense, you purchased the specification from them; you may need to raise your standards, also.
The expensive things which (sadly) fit the specification are a problem. You're in trouble with these, and pretty much have to do them.
The expensive things which don't fit well with the specification are lessons learned for everyone. Detail a plan for these, including specification rewrites and approvals.
Long-term. Make sure they you're not PA'd again. Review early and often, use Agile techniques. Communicate more, prototype more, release more.
Well, it was not successfully delivered. Somewhere along the line there was miscommunication. Without knowing the specifics I would suggest this is not a developer injected problem and this is probably not to be blamed on the customer - the requirements gathering task was insufficient. This is a classic example of what happens when the software side does not have domain experts or the requirements discovery process doesn't do all that it could...
If it was me I would correct the problem and figure out how to avoid similar issue in the future.
How you handle this can very well determine the future of this contract/business with the client. Taking responsibility and correcting the issue is a huge opportunity for your company.
EDIT:
This is a good time to evaluate how this happened to help correct it. Some companies choose to totally revamp everything they do which is a mistake I think. So is ignoring it. Blaming people for the problem is also a mistake.
It is a good time to walk through how this happened, what the process is, and maybe how it could have been caught. I would not make huge rule changes or process changes - but coming up with guidelines for future work is a great thing. Your company had a clear lesson about a shortcoming. Losing the opportunity to correct this problem and to correct your process would be a waste of a good chance.
ZiG, I've had to deal with this problem on several occasions at my current place of Employment. My group (3 developers) tries to approach things in an Agile manner. We're used to getting mid-stream and even last-second requests (which we then treat on a case-by-case basis).
However, we make it clear that resources (particularly time) are limited and if it's not in the spec we can't make promises. If it's judged important and it can't fit into the current release, we generally plan a followup release. If it isn't important, it goes on a list.
One thing I've found is that you can get users to agree to Spec S at Time T. However at Time T + N, getting them to remember they agreed to Spec S, or getting them to acknowledge that they did so (with the documentation you've been keeping, I hope!) can be trickier than it should be.
Speaking to the OP's subject and question:
If you are an employed programmer, then I would hope that other resources are in the meeting with you. Possibly "higher ups" in the organization.
If this is the case, then your job is to answer DIRECT questions, and to keep your emotions in check. Yes, you may feel injured because they don't love your code, but showing any emotion with bosses present is not a good thing. Rather, try and look neutral and let the others handle the session.
Now, if they "hang you out to dry", then I would recommend the following questions:
a) "OK. I see. Why exactly to you feel this is common sense to include this feature? I'd like to discover why we didn't include it." (force them to explain their thought process. Common sense to one person is rarely common sense to anyone else.)
b) "Well, I'm sure we could include that in the next release. I'll leave it up to XXX (the bosses) to come to a mutually agreeable approach" (i.e. don't talk cost or freebies with bosses present. EVER.)
Again, this assumes you are a programmer WORKING for a company that delivered the product. Now, if are more than that - i.e. you ARE one of the higher ups, then many of the suggestions here are excellent.
However, if you are the higher-up or are a consultant programmer, then first and formost
a) Apologize for the process that did not catch this requirement. Promise to work with the client to prevent this from recurring.
Then on to the other strategies. It really doesn't matter if you charge for the fix or not - the apology is the most important action to the client. Again, it bears repeating - you are not apologizing for the missed feature. You are apologizing for the faulty design process that let it slip. Clients are usually pretty accommodating when you start this way and then seek a solution.
Cheers,
-Richard
Use SCRUM like approaches to avoid this deathtrap: involve the client in the dev process early, frequently and in informal, restricted commitees -> risk reduction and improved agility.
In terms of your literal question, how to react, the best way is to ignore your ego ("what?! After I worked so hard on this and met the spec?!") and instead focus on some active listening and working to consensus.
Client: You could have included this!
Us: Was not in the specification!
Client: Common Sense!!
Us: I understand that you're not happy that we didn't go beyond the bounds of the specification. Seeing how you feel about this, how can we make you happy? Let's see if there's a process we can create together that will help everyone.
Essentially, you don't want to turn this into a "you said/I said" death match. The only way to resolve those involves lawyers and then nobody wins. If you can agree that the spec or the process was to fault, work together to fix those.
This approach actually just worked for me: wait for the guy who doesn't like your software to leave and be replaced by the guy who does like it.
Obviously you can't really rely on this, but if you're sure that you did a good job and that your software really will satisfy the business needs of the people who hired you, it does pay to wait it out. Sometimes the client's initial reaction will not be their final one, especially if you can quickly incorporate their concerns.
Don't try make the client feel like it is their fault. It might be their fault, but making them feel that way will not produce constructive results, and could just annoy them.
Instead, you should realize that clients only complain about software they use, in most cases because they like it. Nobody complains about software nobody uses. It is inevitable that a client will complain about the software you deliver, even if you deliver exactly what they ask for. So don't sweat it. Software is never done.
Total failure on the part of the person in charge of requirements collection, no doubt about it. Additional failure of the project management to not iterate the deliverable and have check-in meetings with the client.
However, you have a signed-off spec, and what you've delivered matches the spec. So, your company has two choices: write off the cost in the name of business development and make the change for free, or charge them for the change request.
If it ain't in the spec, it ain't in the spec. As a developer with no specific domain knowledge, 'common sense' is an irrelevant concept. Different industries work in different ways and one approach might be quite appropriate for a particular domain but completely unacceptable in the other.
Writing good specs is an art-form. IMO, you can either take an agile 'analyst/programmer' approach where you make small iterations or write and maintain a detailed, unambiguous specification. Both are highly skilled tasks, and are still iterative. You still have to evolve the specification.
Either way is not as easy as it sounds and both require the ability to establish a good working relationship with the client.
You cannot know what your customer think in his head. This situation occur often with client that haven't got any experiences with programming project. What I suggest to you is to simply show him that "common sense" isn't very accurate as answer in engineering (or programming if you prefer).
Show him other example in life that will show him that you cannot build something that aren't written. Example: building a new house, the guy who build the house need a plan with all detail... he won't put optional electric plug because in the living room it's more "common sense" to have some extra...
I had this once. And luckily it wasn't me that created the design because that proved to be the problem.
It is of vital importance that the communcation between your company and the client is as perfect as possible. Be sure you understand each other. Ask questions and let them ask questions. Do not let anything open in the design. This will be the problem point at delivery. And have regular meetings during the project (preferably with a prerelease).
Unfortunately a lot of developers are bad at communciation, and a lot of clients are not aware of their own needs. But if you can minimize the gap, you have found yourself a happy (and returning) customer.
This is why I/the teams I worked with always used a prototype-style approach, that means:
after collecting the requirements, you show the client an early and basic release of the software
the client says "you could have included this"/"it's common sense"
you change your design to reflect the client's desiderata
iterate from point 1 till the official release
You have to start it early on; tell the customer, early and often, that the spec/use-cases/user-stories are a contract which define what will be delivered. in an agile environment there are plenty of chances for the customer to observe some "common sense" feature they want and ask for it, which is one of the advantages of an agile approach, but if you start accepting "common sense" additions at the end, you are preparing yourself for infinite extensions, probably at your expense.
Some customers expect this; the more and better you tell them they can't, the easier the eventual arguments will be.
As a junior guy, I realize you can't do this -- yet -- but one of the hard-but-necessary lessons is that sometimes you have to fire a customer.
You learn - everything is learning and nothing is personal.
We are experts in our area we know better than customer what he need. And next time for next customer we will suggest all useful features in advance and make him happy and will make him pay more money because we are the experts and we know better.