The Future of Technology Resides in the Quantum Cloud
With the advancement in technology and computing, resource-intensive applications have become commonplace. Whether it is IoT or tackling large-scale problems that supercomputers cannot solve, quantum computers prove to be the next big thing. So much so that Google and IBM have long since tried to develop and make a computer that can solve using these quantum computing principles. To enable better chances of solving problems within a reasonable timeline, the theory of quantum cloud and quantum physics have been tossed around in meetings for decades.
Quantum Cloud Future Technologies
The future of quantum computing rests with the tech giants that have the money and resources required to put into the big thing. Whoever wins this big race is surely going to make a win. According to this article from Xanadu, they have received a grant from DARPA to test QML performance on their quantum hardware. The quantum cloud?is a big computing device, in essence. Xanadu is a Toronto-based start-up and this is big news because being sponsored by ?DARPA? means that they have a good backing for some time to work on a quantum computer.
DARPA is a single big agency of the US Dept of Defense responsible for developing emerging technologies. This is primarily for the US Military and Xanadu took the benefit of it. Xanadu offers both hardware and software-based solutions. Their QML or quantum learning algorithms are currently available for quantum computing hardware and they are supposed to work in the direction of making the next breakthrough. In 12 months into the future.
The Flagship Products Offer Hope
Xanadu was selected primarily based on their current line of work. They have two flagship products called Strawberry Fields and PennyLane. In the line of duty, this is where everything is supposed to work together. They released this in November 2018 and it could do a lot of things.
PennyLane allows users to run quantum computing algorithms and machine learning algorithms on the quantum cloud. This means that on any available popular quantum computing hardware, you can run these sets of algorithms to benchmark and test results. This is possible because it can interact with currently available hardware with the help of plug-ins and APIs that throw a great level of stuff at it.
This is the result because PennyLane is developed in a manner that the algorithms can interact with quantum clouds from different companies too, in a hardware-agnostic manner. This means there is a chance of a host of quantum devices from myriads of companies and having such a bridge is quite important.
The Crossover between Quantum Cloud and AI
it has been assumed that the better AI than today is only possible with better quantum cloud future technologies where programs can be run much faster in real-time and this can give great results. Nathan Killoran, the lead at Xanadu, explains that there is a great crossover happening right now and right now quantum computing and AI are two biggest pillars in the same direction. It would so happen that these algorithms are paving the way our future is going to be.
When we talk about autonomous vehicles or AI that can predict healthcare and do miracles, we must tend to look for ourselves. According to Nathan, many signature ideas from AI can be directly ported to a quantum cloud and computed with efficiency. When it is on a quantum aware hardware and runs on a quantum machine, this makes it very efficient indeed.
To further explain the capabilities of a quantum cloud, we need to delve deep into the quantum computing mechanism.
The Physics behind the Quantum Computer
D Wave is supposedly famous for being the quantum computer we all wanted. IN the same spree Sycamore from Google became the first one to put a breakthrough to modern quantum computing when it came to the new field. This is called a good thing. Google was so overwhelmed with this response that they announced of achieving the ?Quantum Supremacy?. This meant that IBM has been working on this for a very long time and to make some statements too.
A quantum computer is a computer that works on qubits rather than 0s and 1s. This meant that the quantum computer was the first of its kind. IT was a big thing in this direction. So, what is the qubit? As it turns out, as opposed to traditional binary code, this quantum computer can store qubits that can take more values per bit than just two. This means that with a qubit there are more levels of information per bit that is being stored and this is a very good thing. Also, the bits can change their values and do computing. To make this possible, it is important to design algorithms that act and behave differently than the current ones that run on normal computers.
That means a new paradigm shift is happening and it is rapid. To allow this shift to comprehend its full potential we have to make great strides in the future.
The grant by DARPA allowed Xandau to prove the potential of this concept. In the field of quantum startups, Xandau offered a proof of concept with BMO and Scotiabank. They tested the impact of quantum algorithms on financial projects. By June of this year, Xanadu managed to acquire Series funding of $32 million and this was a huge thing. It is a big victory.
- It has been a brainchild of scientists to run real-world problems on quantum computers that can be solved in a reasonable time.
- The necessary hardware that is an ideal quantum computer and can run any practical algorithm is still far away.
The quantum cloud is a complex connected environment where you can run computations which would be otherwise not possible. This is the direction to the AI of the future, the next big thing in computing and a new era of big tech.