Quantum Computing: Why is it Better Than Supercomputers? (2024)

Quantum Computing: Why is it Better Than Supercomputers? (2)

Quantum computing is better than supercomputers as it is faster, more powerful and energy efficient.

Researchers in the US developed a new energy-based benchmark for quantum advantage and used it to demonstrate noisy intermediate-scale quantum (NISQ) computers that use several orders of magnitude less energy than the world’s most powerful supercomputer. Quantum computing is a branch of computer science that focuses on the development of technologies based on quantum theory principles.

Quantum computing solves problems that are too complex for classical computing by utilizing the unique properties of quantum physics. The question of whether a quantum computer can perform calculations beyond the reach of even the most powerful conventional supercomputer is becoming increasingly relevant as quantum computers become larger and more reliable. This ability, dubbed “quantum supremacy,” marks the transition of quantum computers from scientific curiosity to useful devices. Scientists predict that Quantum computing is better than supercomputers as it performs tasks a million times faster. Quantum computers can handle complex calculations easily because they are built based on quantum principles that go beyond classical physics.

Quantum computers and supercomputers are extremely powerful machines used for complex calculations, problem solving, and data analysis. While both have the potential to revolutionize computing technology, they have significant speed and capability differences. In 2019, Google’s quantum computer performed a calculation that would take the world’s most powerful computer 10,000 years to complete. It is the seed for the world’s first fully functional quantum computer, which will be capable of producing better medicines, developing smarter artificial intelligence, and solving cosmic mysteries. Theoretical physicist John Preskill proposed a formulation of quantum supremacy, or the superiority of quantum computers, in 2012. He dubbed it the moment when quantum computers can perform tasks that ordinary computers cannot. To quickly crunch large amounts of data and achieve a single result, supercomputers employ a traditional computing approach with multiple processors. These computers have the highest raw computing power, but they can only handle one task at a time, and their processing capabilities are limited by Moore’s Law, the principle that computer processor speeds double every two years. Quantum computers, on the other hand, use quantum mechanics principles to process data in ways that traditional computers cannot, resulting in significantly faster processing speeds. The normal laws of physics apply to supercomputers. The higher the number of processors, the faster the system. Quantum computers outperform supercomputers in terms of efficiency because they use the power of quantum mechanics to perform calculations. China claimed in 2020 to have developed a quantum computer capable of performing computations 100 trillion times faster than any supercomputer. They can handle multiple tasks at once and can quickly solve complex problems that would take a supercomputer months to solve. However, because quantum computers are extremely sensitive to temperature changes and must be isolated from outside influences, they require more maintenance than traditional computers. Despite the fact that in the noisy intermediate scale, or NISQ, era of machines, quantum computers and quantum-inspired algorithms can be useful for combinatorial challenges such as traffic pattern prediction, as well as cybersecurity and cryptography issues. However, for quantum computers to truly move away from the NISQ era and towards “quantum advantage,” where better outcomes in verticals such as drug design, computational chemistry, financial modeling, and weather forecasting are predicted, several factors will need to change with the technology, including, but not limited to, the number of logical qubits within the system, drastically reducing decoherence times and improving error correction. While traditional computers handle data in binary 1s and 0s and can only switch between the two variables, quantum computing generates multidimensional spaces that can help us visualize how the patterns connecting individual data points form. So, instead of only dealing with 1 or 0, you are actually solving problems using a quantum algorithm, which can help find patterns and solutions in previously unimaginable ways. While traditional computers use bits to solve problems, quantum computers use qubits to run multidimensional quantum algorithms. Quantum computers outperform supercomputers in terms of speed and power. They can perform multiple computations at the same time, making them ideal for tackling complex problems requiring massive amounts of data to be processed quickly. Supercomputers can only work on one task at a time, but they can handle a wider range of tasks. When we compare them directly, however, it becomes a semantic point that quantum computers could be described as a subset of supercomputers. Quantum computers, like supercomputers, are expected to excel at a specific task rather than replacing our desktop computers and laptops. Indeed, they may require significant maintenance and carefully managed data centers in order to function.

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Quantum Computing: Why is it Better Than Supercomputers? (2024)

FAQs

Quantum Computing: Why is it Better Than Supercomputers? ›

Quantum computers take better advantage of quantum mechanics to conduct calculations that even high-performance computers cannot.

Why are quantum computers better than supercomputers? ›

Quantum computers have shown that they can process certain tasks exponentially faster than classical computers. In late 2019, Google claimed that it had managed to solve a problem that would take 10,000 years for the world's fastest supercomputer within just 200s using a quantum computer.

Why is quantum computing better than current computers? ›

Unlike a classical bit, which can be either 0 or 1, a qubit can be in a state of 0, 1, or both 0 and 1 simultaneously. This capability allows quantum computers to perform many calculations at once, providing the potential to solve certain types of problems much more efficiently than classical computers.

Why is quantum computing potentially a better? ›

Quantum computing is potentially a better fit for weather forecasting than classical computers primarily because it can perform advanced simulations more efficiently. This capability aligns well with the computational demands of weather forecasting, which involves complex simulations and real-time data processing.

Why quantum computer is the best? ›

Quantum computers excel at complex problem solving. The unique properties of qubits let them solve certain classes of problems faster and more efficiently than traditional computers. Quantum technology is advantageous for materials science, pharmaceutical research, subatomic physics, and logistics.

Are quantum computers better at everything? ›

Those trying to solve large problems with exponential algorithmic gains and those that need to process very large datasets, however, will derive advantages. “Quantum computing is not going to be better for everything, just for some things,” Thompson said.

Why do quantum computers work faster? ›

Superposition and Entanglement: The Speed Factors

Superposition: It allows quantum computers to evaluate multiple possibilities simultaneously. This massive parallelism is a significant contributing factor to why quantum computers are blazingly fast compared to their classical counterparts.

What is the main advantage of quantum computing? ›

Quantum Computers offer accelerated computational speeds, enabling organisations to perform computations at unprecedented rates. This speed advantage translates into faster decision-making, reduced time-to-market for products and services, and increased productivity across various industries.

What can a quantum computer do more efficiently? ›

Quantum computers are able to solve certain types of problems faster than classical computers by taking advantage of quantum mechanical effects, such as superposition and quantum interference.

What problems can quantum computers solve? ›

Potential uses for quantum computing
  • AI and machine learning (ML). The capability of calculating solutions to problems simultaneously, as opposed to sequentially, has huge potential for AI and ML. ...
  • Financial modeling. ...
  • Cybersecurity. ...
  • Route and traffic optimization. ...
  • Manufacturing. ...
  • Drug and chemical research. ...
  • Batteries.
Feb 10, 2023

What are the pros and cons of quantum computing? ›

What are the pros and cons of quantum computing?
ProsCons
Improves medical research since quantum computers can exactly simulate molecules and genes as well as process big dataCalculations cover a wide range of results and in certain circ*mstances could be less precise than binary computers
4 more rows
Aug 31, 2023

Why quantum computing is the next big thing? ›

Quantum machines are expected to be exponentially more powerful than classical computers, which will allow us to harness more complex algorithms and potentially refine entire industries.

Are quantum computers better for the environment? ›

Quantum computing is a promising technology that could play a pivotal role in solving engineering challenges to improve the climate. Quantum computers do not have a magical ability to change the climate, but they could serve as a tool to speed up the process of finding those solution.

Why are quantum computers better than traditional computers? ›

In classical computers, an algorithm usually requires lots of parallel computations which can be time-consuming. But quantum programming will take into account multiple options simultaneously and execute an algorithm on all options in a single step.

What is the difference between a quantum computer and a supercomputer? ›

Quantum computers use the probabilistic algorithm for computations. Supercomputers can use the multiple levels of memory hierarchy to optimize performance. Quantum computers have limited memory and need more approaches for data storage. Supercomputers process the data sequentially.

How will quantum computers change the world? ›

Imagine what AI could do.

It is already being used to write legal briefs, craft ads, create movie scripts, and more. And that's with AI built on top of classical computers. But built upon quantum computers – computer that are a 158 million times faster than classical computers – AI will be able to do nearly everything.

What are the advantages of quantum computers over classical computers? ›

This speed advantage translates into faster decision-making, reduced time-to-market for products and services, and increased productivity across various industries. Quantum Computers can solve computational tasks in minutes or hours that would take classical computers days, weeks, or even years to complete.

What can quantum do more efficiently than regular computers? ›

Quantum computers can process vast amounts of data and perform complex simulations much faster than classical computers, making them suitable for predicting weather patterns and extreme weather events with higher accuracy.

Why are quantum computers better for simulations? ›

Precise control over and broad tunability of parameters of the system allows the influence of various parameters to be cleanly disentangled. Quantum simulators can solve problems which are difficult to simulate on classical computers because they directly exploit quantum properties of real particles.

Which computer is more powerful than a quantum computer? ›

Between Quantum Computer vs Supercomputer, Supercomputers have been an important part of expanding what we know about the world for a long time. The AI Research SuperCluster (RSC), which is one of the most powerful supercomputers for AI, was made available by Meta at the beginning of this year.

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