Association for Project Management
What does quantum computing mean to project delivery?
Blog posted by: James Lea, 01 Dec 2021.
How might the nascent technology of quantum computing change the way we do business?
Let’s start with an observation: we have no lack of computing power today. There are few project problems that are constrained by the available processing power. Powerful central processing units (CPUs) and graphics processing units (GPUs) – such as those used for bitcoin mining – power our machine-learning and natural-language systems. They drive the recommendation engines used in online commerce and social media sites.
At present, we are data-constrained. The search for good data to improve project delivery is an active and current field of research. However, as the volume of accessible, high-quality data grows, this will change. Our ability to exploit these enormous volumes of data to improve project delivery may fall behind.
How might the quantum computer change the picture? First, we need to appreciate – at a very high level – how quantum computers work and how they differ from mainstream computers.
What is a quantum computer?
A conventional computer is built upon silicon. At its heart beats a CPU, executing billions of instructions every second. Billions of tiny transistor circuits etched in silicon manipulate, through logic gates, numbers at high speed: adding, subtracting, multiplying and dividing.
Their speed gives an illusion of a parallel system, propelling our web browsers, email clients and project scheduling software with ease. Fundamentally, a conventional computer is akin to a high-speed abacus, performing calculations sequentially.
A quantum computer is very different: it performs calculations in parallel. A quantum computer cleverly allows us to peer into, observe and – increasingly – manipulate atoms and electrons using the laws of quantum mechanics. This is no mean feat and is a triumph of modern physics and engineering. As the famous physicist Richard Feynman once said: “If you think you understand quantum mechanics, then you don’t understand quantum mechanics.”
Quantum computers are based upon qubits. These are atomic-scale structures that allow us to bridge the gap between classical and quantum systems. Qubits perform calculations that combine quantum effects across the set of qubits that make up the computer. Because they can operate in parallel, there are particular types of problem quantum computers can solve far quicker than digital computers.
The race is now on to develop practical quantum computers for widescale use.
Many tech companies are entering the quantum business. Companies such as IBM, D-Wave, Google and Honeywell are developing quantum computers. The sector is attracting start-ups and venture capital. These companies are striving (and competing) to overcome the engineering challenges of the quantum realm. In many ways, this is similar to the race for peaceful nuclear fusion.
Quantum computers are very delicate. They must be cooled to extremely low temperatures to avoid upsetting the delicate quantum mechanics. The particular challenge of decoherence limits the time for which the quantum algorithms can operate. Error correction and fault tolerance are key.
There are many other practical challenges. The one I find strangest of all – and a beautiful irony - is that, owing to their fundamental nature and complexity, we cannot efficiently simulate (ie model) in a digital computer the behaviour of a modern quantum computer before building one.
It’s unlikely that our home desktop computers will have quantum processors in the near future. Instead, we will see the large tech and cloud providers take the first step through hybrid systems. These will combine the power of traditional CPUs and GPUs, with quantum processors running the algorithms that yield the greatest performance gain. I believe that classic ‘digital’ computers are here to stay, given the huge range of optimised algorithms and an ever-growing proven and reusable code base.
Quantum thinking in projects
Today, it’s hard to make a firm prediction for the specific applications of quantum computing in project delivery. The algorithms show great promise, but the practical implementation needs to develop further before we can see their strengths.
Regardless, I am excited and optimistic about quantum computing because of the mindset change it will bring. Why is this?
Projects are about change. Making sense of the world and predicting its evolution (and thereby being able to influence this) are central to our profession. Science not only explains the world around us; it enables us to make predictions using the governing ‘equations of motion’, whatever shape they take. We as project delivery professionals know just how complex those equations of motion are, not least with our stakeholders. Owing to this uncertainty, we deal in probabilities and can rarely promise the absolutes.
Fortuitously, probability is the central language of quantum computing. As we develop systems powered by quantum algorithms, we’ll get better at using the language of probability. Perhaps the worlds of project delivery and quantum mechanics have more in common than we realise.
As they say, watch this (quantum) space.
You may be interested in:
- What is project data analytics?
- Addressing human barriers to adopting digital technologies in capital projects
- Signing up to enjoy the latest project management articles delivered straight to your inbox
About the Author
I am passionate about a new approach to projects, programmes and portfolios: placing data at the heart of project design. This will enable us to apply AI techniques to give rise to a new generation of project that truly learns from the past and delivers with greater predictability, reducing project write-downs and delivering value for money.
I deliver projects and programmes with a high integrity and ultra-low defect approach. With 19 years' experience across high-tech complex engineering projects and programmes, I bring together key stakeholders to ensure successful low-risk delivery. I use my energy, passion and inspirational leadership techniques to build, lead and govern high performance delivery-oriented teams.
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