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None of these are original -- It's just that we don't know where they were stolen from!
- There is no such thing as previously flown hardware, i.e., the people who build the next unit probably never saw the previous unit; there are probably minor changes; the operational environment has probably changed; and the people who check the unit out will in most cases not understand the unit or the test equipment.
- Most equipment works "as built," i.e., not as the designer planned. This is due to layout of the design, poor understanding on the designer's part, or poor understanding of component specifications.
- The source of most problems is people but damned if they will admit it. Know the people working on your project, so you know what the real weak spots are.
- Most managers succeed on the strength and skill of their staff.
- A manager who is his own systems engineer or financial manager is one who will probably try to do open heart surgery on himself.
- One must pay attention to workaholics -- if they get going in the wrong direction, they can do a lot of damage in a short time -- it is possible to overload them, causing premature burnout, but hard to determine if the load is too much, since much of it is self-generated. It is important to make sure such people take enough time off and that the workload does not exceed 1-1/4 to 1-1/2 times what is normal.
- NASA programs compete for budget funds -- they do not compete with each other, i.e., you never attack any other program or NASA work with the idea you should get their funding. Sell what you have on its own merit.
- Contractors respond well to the customer who pays attention to what they are doing, but not too well to the customer that continually second-guesses their activity. The basic rule is: a customer is always right, but the cost will escalate if a customer always has things done his way, instead of the way the contractor had planned. The ground rule is never change a contractor's plans unless they are flawed or too costly, i.e., the old saying, "better is the enemy of good."
- Never undercut your staff in public, i.e. don't make decisions on work that you have given them to do in public meetings. Even if you direct a change, never take the responsibility for implementing away from your staff.
- The project has many resources within itself. There probably are five-to-ten system engineers considering all the contractors and instrument developers. This is a powerful resource that can be used to attack problems.
- Know who the decision makers on the program are. It may be someone on the outside who has the ear of Congress, or the Administrator, or the Associate Administrator, or one of the scientists -- or someone in the chain of command -- whoever they are, try to get a line of communication to them on a formal or informal basis.
- You and the program manager should work as a team. The program manager is your advocate at NASA HQ and must be tied in to the decision-making and should aid your efforts to be tied in too.
- A project manager should visit everyone who is building anything for his project at least once, should know all the managers on his project (both government and contractor), and know the integration team members. People like to know that the project manager is interested in their work, and the best proof is for the manager to visit them and see first hand what they are doing.
- Never ask management to make a decision that you can make. Assume you have the authority to make decisions unless you know there is a document that states unequivocally that you cannot.
- Wrong decisions made early can be salvaged, but "right" decisions made late cannot.
- Never make excuses; instead, present plans of actions to be taken.
- Never try to get even for some slight by another project. It is not good form -- it puts you on the same level as the other person--and often ends up hindering the project getting done.
- If you cultivate too much egotism, you may find it difficult to change your position -- especially if your personnel tell you that you are wrong. You should instill an attitude on the project whereby your personnel know they can tell you of wrong decisions.
- One of the advantages of NASA in the early days was the fact that everyone knew that the facts that we were absolutely sure of could be wrong.
- Managers who rely on the paperwork to do the reporting of activities are known failures.
- Not all successful managers are competent and not all failed managers are incompetent. Luck still plays a part in success or failure, but luck favors the competent, hard-working manager.
- If you have a problem that requires the addition of people to solve, you should approach recruiting people like a cook who has under-salted, i.e., a little at a time.
- A project manager must know what motivates the project contractors, i.e., their award system, their fiscal system, their policies, and their company culture.
- Other than original budget information prior to the President's submittal to Congress, there is probably no secret information on the project -- so don't treat anything like it is secret. Everyone does better if they can see the whole picture, so don't hide any of it from anyone.
- Know the resources of your center and if possible other centers. Other centers, if they have the resources, are normally happy to help. It is always surprising how much good help one can get by just asking.
- Contractors tend to size up their government counterparts, and staff their part of the project accordingly. If they think yours are clunkers, they will take their poorer people to put on your project.
- Documentation does not take the place of knowledge. There is a great difference in what is supposed to be, what is thought to have been, and what the reality is. Documents are normally a static picture in time which is outdated rapidly.
- Remember who the customer is and what his objectives are, i.e., check with him when you go to change anything of significance.
- In case of a failure:
- Make a timeline of events and include everything that is known;
- Put down known facts -- check every theory against them;
- Don't beat the data until it confesses, i.e., know when to stop trying to force-fit a scenario;
- Do not arrive at a conclusion too rapidly. Make sure any deviation from the norm is explained--remember the wrong conclusion is prologue to the next failure;
- Know when to stop.
- Remember the boss has the right to make decisions, even if you think they are wrong. Tell the boss what you think but, if he still wants it done his way, do your best to make sure the outcome is successful.
- Redundancy in hardware can be a fiction. We are adept at building things to be identical so that if one fails, the other will also fail. Make sure all hardware is treated in a build as if it were one of a kind and needed for mission success.
- Don't be afraid to fail or you will not succeed, but always work at your skill to recover. Part of that skill is knowing who can help.
- Experience may be fine but testing is better. Knowing something will work never takes the place of proving that it will.
- People have reasons for doing things the way they do them. Most people want to do a good job, and if they don't, the problem is they probably don't know how or exactly what is expected.
- The boss may not know how to do the work, but he has to know what he wants. The boss had better find out what he expects and wants, if he doesn't know. A blind leader tends to go in circles.
- A puzzle is hard to discern from just one piece, so don't be surprised if team members deprived of information reach the wrong conclusion.
- Reviews are for the reviewed and not the reviewer. The review is a failure if the reviewed learn nothing from it.
- The amount of reviews and reports are proportional to management's understanding, i.e., the less management knows or understands the activities, the more it requires reviews and reports. It is necessary in this type of environment to make sure the data is presented so that the average person, slightly familiar with activities, can understand it. Keeping the data simple and clear never insults anyone's intelligence.
- In olden times, engineers had hands-on experience, technicians understood how the electronics worked and what it was supposed to do, and layout technicians knew too-but today only the computer knows for sure, and it's not talking.
- Not using modern techniques like computer systems is a great mistake, but forgetting the computer simulates thinking is still greater.
- Management principles are still the same. It is just the tools that have changed. You still should find the right people to do the work and get out of the way so they can do it.
- It is mainly the incompetent that don't like to show off their work.
- Whoever you deal with, deal fairly. Space is not a big playing field. You may be surprised how often you have to work with the same people. Better they respect you than carry a grudge.
- Mistakes are all right, but failure is not. Failure is just a mistake you can't recover from; therefore, try to create contingency plans and alternate approaches for the items or plans that have high risk.
- You cannot be ignorant of the language of the area you manage or with that of areas with which you interface. Education is a must for the modern manager. There are simple courses available to learn computerese, communicationese, and all the rest of the modern ese's of the world. You can't manage if you don't understand what is being said or written.
- Most international meetings are held in English. This is a foreign language to most participants such as Americans, Germans, Italians, etc. It is important to have adequate discussions so that there are no misinterpretations of what is said.
- NASA Management Instructions (NMIs) are written by another NASA employee like yourself; therefore, challenge them if they don't make sense. It is possible another NASA employee will rewrite them or waive them for you.
- A working meeting has about six people attending. Meetings larger than this are for information transfer.
- Being friendly with a contractor is fine -- being a friend of a contractor is dangerous to your objectivity.
- The old NASA pushed the limits of technology and science; therefore, it did not worry about "requirements creep" or over-runs. The new NASA has to work as if all are fixed price; therefore, "requirements creep" has become a deadly sin.
- Many managers, just because they have the scientists under contract on their project, forget that the scientists are their customers and many times have easier access to top management than the managers do.
- Most scientists are rational unless you endanger their chance to do their experiment. They will work with you if they believe you are telling them the truth. This includes reducing their own plans.
- Cooperative efforts require good communications and early warning systems. A project manager should try to keep his partners aware of what is going on and should be the one who tells them first of any rumor or actual changes in plan. The partners should be consulted before things are put in final form, even if they only have a small piece of the action. A project manager who blindsides his partners will be treated in kind and will be considered a person of no integrity.
- All problems are solvable in time, so make sure you have enough schedule contingency -- if you don't, the next project manager that takes your place will.
- The number of reviews is increasing but the knowledge transfer remains the same; therefore, all your charts and presentation material should be constructed with this fact in mind. This means you should be able to construct a set of slides that only needs to be shuffled from presentation to presentation.
- Just because you give monthly reports, don't think that you can abbreviate anything in a yearly report. If management understood the monthlies, they wouldn't need a yearly.
- Abbreviations are getting to be a pain. Each project now has a few thousand. This calls on senior management to know a couple hundred thousand. Use them sparingly in presentations unless your objective is to confuse.
- Occasionally things go right--the lesson learned here is: Try to duplicate that which works.
- Running does not take the place of thinking. For yourself, you must take time to smell the roses. For your work, you must take time to understand the consequences of your actions.
- Sometimes the best thing to do is nothing. It is also occasionally the best help you can give. Just listening is all that is needed on many occasions. You may be the boss but, if you constantly have to solve someone's problems, you are working for him.
- We have developed a set of people whose self interest is more paramount than the work or at least it appears so to older managers. It appears to the older managers that the newer ones are more interested in form than in substance. The question is are old managers right or just old.
- One problem new managers face is that everyone wants to solve their problems. Old managers were told by senior management -- "solve your damn problems; that is what we hired you to do."
- Remember, it is often easier to do foolish paperwork than to fight the need for it. Fight only if it is a global issue which will save much future work.
- Know your management -- some like a good joke; others only like a joke if they tell it.
- Integrity means your subordinates trust you.
- You cannot watch everything. What you can watch is the people. They have to know you will not accept a poor job.
- Next year is always the year with adequate funding and schedule -- next year arrives on the 50th year of your career.
- The first sign of trouble comes from the schedule or the cost curve. Engineers are the last to know they are in trouble. Engineers are born optimists.
- External reviews are scheduled at the worst possible time: therefore, keep an up-to-date set of technical data so that you can rapidly respond. Having to update business data should be cause for dismissal.
- Hide nothing from the reviewers. Their reputation and yours is on the line. Expose all the warts and pimples. Don't offer excuses -- just state facts.
- NASA is establishing a set of reviewers and a set of reviews. Once firmly established, the system will fight to stay alive, so make the most of it. Try to find a way for the reviews to work for you.
- Knowledge is often confounded by test. Computer models have hidden flaws, not the least of which is poor input data.
- Today one must push the state of the art: be within budget, take risks, not fail, and be on time. Strangely, all these are consistent as long, as the ground rules, such as funding profile and schedule, are established up front and maintained.
- Most of yesteryear's projects overran because of poor estimates and not because of mistakes. Getting better estimates may not lower cost but will improve NASA's business reputation. Actually, there is a high probability that the cost of getting better estimates will increase cost and assure a higher profit to industry, unless the fee is reduced to reflect lower risk on the part of industry. A better reputation is necessary in the present environment.
- A scientific proposal takes about 9 months to put together. It takes NASA HQ about 9 months to a year to select the winning proposals. Then, it takes 3 to 4 years to sell the program. This means 5 to 6 years after the initial thoughts, the real work starts. Managers, for some strange reason, do not understand why a scientist wants to build something different than proposed. Managers are strange people.
- There are rare times when only one man can do the job. These are in technical areas that are more art and skill than normal. Cherish these people and employ their services when necessary as soon as possible. Getting the work done by someone else takes two to three times longer, and the product is normally below standard.
- Software now has taken on all the parameters of hardware, i.e., requirement creep, high percent-age of flight mission cost, need for quality control, need for validation procedures, etc. It has the added feature that it is hard as hell to determine it is not flawed. Get the basic system working and then add the bells and whistles. Never throw away a version that works even if you have all the confidence in the world the newer version works. It is necessary to have contingency plans for software.
- History is prologue. There has not been a project yet that has not had a parts problem despite all the qualification and testing done on parts. Time and being prepared to react are the only safeguards.
- Award fee is a good tool that puts discipline both on the contractor and the government. The score given represents the status of the project as well as the management skills of both parties. The Performance Measurement System (PMS) should be used to verify the scores. Consistent poor scores require senior management intervention to determine the reason. Consistent good scores, which are consistent with PMS, reflect a well-run project, but if these scores are not consistent with the PMS, senior management must take action to find out why.
- A project manager is not the monitor of the work but is to be the driver. In award fee situations, the government personnel should be making every effort possible to make sure the contractor gets a high score, i.e., be on schedule and produce good work. Contractors don't fail, NASA does, and that is why one must be proactive in support. This is also why a low score damages the government project manager as much as the contractor's manager because it means he is not doing his job.
- There is no greater motivation than giving a-good person his piece of the puzzle to control but a pat on the back or an award helps.
- Morale of the contractor's personnel is important to a government manager. Just as you don't want to buy a car built by disgruntled employees, you don't want to buy flight hardware built by them. You should take an active role in motivating all personnel on the project.
- People who monitor work and don't help get it done, never seem to know exactly what is going on.
- Never assume someone knows something or has done something unless you have asked them. Even the obvious is overlooked or ignored on occasion -- especially in a high-stress activity.
- Don't assume you know why senior management has done something. If you feel you need to know, ask. You get some amazing answers that will dumbfound you.
- If you have someone who doesn't look, ask, and analyze, ask them to transfer.
- Bastards, gentlemen, and ladies can be project manager. Lost souls, procrastinators, and wishy-washers cannot.
- A person's time is very important. You must be careful as a manager that you realize the value of other people's time, i.e., work you hand out and meetings should be necessary. You must, where possible, shield your staff from unnecessary work, i.e., some requests should be ignored or a refusal sent to the requester.
- A good technician, quality inspector, and straw boss are more important in obtaining a good product than all the paper and reviews.
- The seeds of problems are laid down early. Initial planning is the most vital part of a project. Review of most failed projects or of project problems indicates that the disasters were well planned to happen from the start.
- A comfortable project manager is one waiting for his next assignment or one on the verge of failure. Security is not normal to project management.
- Remember, the President, Congress, OMB, NASA HQ, senior center management, and your customers all have jobs to do. All you have to do is keep them all happy.
- Always try to negotiate your internal support at the lowest level. What you want is the support of the person doing the work, and the closer you can get to him in negotiations the better.
- Whoever said beggars can't be choosers doesn't understand project management. Many times it is better to trust to luck than to get known poor support.
- Remember your contractor has a tendency to have a one-to-one interface with your staff; so every member of your staff costs you at least one person (about a 1/4 of million) on the contract per year.
- There is only one solution to a weak project manager in industry -- get rid of him fast. The main job of a project manager in industry is to keep the customer happy. Make sure the one working with you knows that "on schedule, on cost, and a good product" -- not flattery -- is all that makes you happy.
- Talk is not cheap. The best way to understand a personnel or technical problem is to talk to the right people. Lack of talk at the right levels is deadly.
- Projects require teamwork to succeed. Remember most teams have a coach and not a boss, but the coach still has to call some of the plays.
- In the rush to get things done, it is always important to remember who you work for. Blindsiding the boss will not be to your benefit in the long run. Over-engineering is common. Engineers like puzzles and mazes -- try to make them keep their designs simple.
- Never make a decision from a cartoon. Look at the actual hardware or what real information is available, such as layouts. Too much time is wasted by people trying to cure a cartoon whose function is to explain the principle.
- An Agency's age can be estimated by the number of reports and meetings it has. The older it gets, the more the paperwork increases and the less product is delivered per dollar. Many people have suggested that an Agency self-destruct every 25 years and be reborn starting from scratch.
- False starts are normal in today's environment. More than ever, in this type of environment, one must keep an ear open for the starting gun and be prepared to move out in quick and orderly fashion once it is sounded. In the past, too many false starts have resulted in the project not hearing the real starting gun or jumping off and falling on its face.
- The pioneering phase of NASA is mostly done, if not actually by fiat. This means the difficult and more important work has started. This work requires more discipline, but there should still be room for innovation.
- There are still some individuals who think important decisions are made in meetings. This is rarely the case. Normally, the decision-makers meet over lunch or have a brief meeting to decide the issue and than (at a meeting called to discuss the issue) make it appear that the decision is made as a result of this discussion.
- In political decisions, do not look for logic -- look for politics.
- Interagency agreements are hard to make even if there is no conflict in the responsibilities and the requirements do satisfy both parties. Conflict in these areas normally leads to failure no matter how hard the people involved try to make an agreement.
- In dealing with international partners, the usual strategy is to go 1 day early, meet with your counterpart, discuss all issues to be brought up at a meeting, arrive at an agreeable response (or a decision to table the issue for later discussion), and agree not to take any firm positions on any new issues brought up at the meeting. This makes it appear to the rest of the world that you and your counterpart are of one mind and that the work is in good hands. All disputes are held behind closed doors with the minimum number of participants.
- Gentlemen and ladies can get things done just as well as bastards. What is needed is a strong will and respect -- not "strong arm" tactics. It must be admitted that the latter does work but leaves a residue that has to be cleaned up.
- Though most of us in our youth have heard the poem that states "for want of a nail the race was lost," few of us realize that most space failures have a similar origin. It is the commonplace items that tend to be overlooked and thus do us in. The tough and difficult tasks are normally done well. The simple and easy tasks seem to be the ones done sloppily.
- In the "old NASA," a job done within schedule and cost was deemed to be simple. The present NASA wants to push the start of the art, be innovative, and be a risk taker but stay on schedule and cost. One gets the feeling that either the new jobs will be simple or that the reign of saints has finally occurred.
- Meetings, meetings -- A Projects Manager's staff meeting should last 5 minutes minimum -- 1 hour max -- less than 5 minutes and you probably didn't need the meeting -- longer than 1 hour, it becomes a bull session.
- Taking too many people to visit a contractor or other government agency puts them in the entertainment business -- not the space hardware or software business.
- Too many engineers get in the habit of supporting support contractors and of using them as a crutch. In many cases it is getting to the point where one has to wonder who is who.
- Reviews, meetings, and reality have little in common.
- You should always check to see how long a change or action takes to get to the implementer -- this time should be measured in hours and not days.
- Let your staff argue you into doing something even if you intended to do it anyway. It gives them the feeling that they won one! There are a lot of advantages to gamesmanship as long as no one detects the game.
- Some contractors are good, some are bad, but they seem to change places over time, making the past no guarantee of the future; thus, constant vigilance is a project requirement.
- It is rare that a contractor or instrumentor does not know your budget and does not intend to get every bit of it from you. This is why you have to constantly pay attention to the manpower they use and to judge their activities in order to assure that they are not overloading the system.
- People tend to ask for what they think they can get and not what they need. On GRO the specs for photomultiplier tubes were based on the engineering units performance on all parameters. One parameter, though made in the engineering tubes, was difficult to obtain in the flight tubes.
- It was a meaningless parameter put in only because the engineering tubes met it. Finally, after about 9 months of sweat and tears, this was recognized and deleted so we could get the flight tubes.
- Today one must get an honest bid -- one which is accurate to 15 percent. On GRO, with TRW the only bidder and with them knowing it, we all got what we believed to be an honest bid that was off by about 18 to 20 percent at the finish. The main area of overrun was the structure. TRW had never built one this large or heavy before. We estimated that the structure would require 600 drawings, multiplied this by 1.25 to get 750 and rounded to 800 to estimate the cost. It took 1,186 drawings. It is normally not the complex systems that get you, so beware when you estimate the cost -- especially if there is no experience base.
- Too much cost data on a proposal can blind you to the real risks or forgotten items. On a project we thoroughly knew, we spent 6 months of government and contractor time validating the cost, had rooms full of data, and presented our findings to Headquarters. Two weeks later, the contractor found an "Oh I forgot" that costs $30 million. One should look at how past programs spent their money to try to avoid these traps.
- On GRO we sort of estimated we needed about 20 percent contingency on previously flown subsystems and about 40 percent to 50 percent on new ones. The ratio was about right except the order was reversed.
- There are some small companies that make the same subsystem correctly every time because the same people do it. There are some large companies that can never make the same unit correctly every time because different people do the work each time. Heritage should be questioned when the people doing the work all have peach fuzz on their faces.
- Too many project managers think a spoken agreement carries the same weight as one put in writing. It doesn't. People vanish and change positions. Important decisions must be documented.
- Make sure everyone knows what the requirements are and understands them. Much easier to say than do. On GRO we stated quite clearly that the scientific instruments had to take 18g in a specific axis. Everyone understood the requirement but until the mechanical test on EGRET no one stood up and said it was impossible to meet it. The thermal specification for the momentum wheels required that they run 5 degrees colder than normal limits to make the spacecraft thermal engineers life easier. No one stood up until after 9 months of failure in the test program to say that the grease used changes state if taken that cold, and would not recover when brought back to higher temperature. You have to have the right people look at requirements. A bunch of managers and salesmen nodding agreement to requirements should not make you feel safe.
- Too many people at Headquarters believe the myth that you can reduce the food to the horse every day till you get a horse that requires no food. They try to do the same with projects, which eventually end up as dead as the horse.
- The project manager who is the smartest man on his project has done a lousy job of recruitment.
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藏经阁-Lessons Learned From Managing Thousands of Apache Spark Clusters 今天,我们将讨论 Databricks 的经验教训,即管理数千个 Apache Spark 集群的经验教训。 Apache Spark 是一个开源的数据处理引擎,可以...
- 2015 - Experience, Results and Lessons Learned from Automated Driving》中,作者探讨了宝马集团在自动驾驶汽车技术方面进行的实验和研究。自2011年春季以来,宝马已经在德国高速公路上测试了自动化车辆,积累...
"阿里云大数据管理经验总结" 在本篇文章中,我们将讨论大数据管理的经验总结,特别是基于 Apache Spark 的大数据管理经验。作者 Josh Rosen 和 Henry Davidge 分享了在 Databricks 中管理数千个 Apache Spark 集群...
### 提升分布相似性:来自词嵌入的经验教训 #### 摘要 本文献是自然语言处理(NLP)领域的一项重要研究,探讨了如何通过借鉴词嵌入技术改进词的分布相似性。该研究指出,词嵌入模型在词相似性和类比检测任务上相较...