This so called Technological evolutionis to and will make ourliveseasier.Weconstantlyupgradesothatwecanlive happilyandhaveabetterfuture.
There are two types of distributed ledgers, they are permissionedandpermissionlessdistributedledgers.
Key Words: DARQ Technology, Distributed Ledger technology, Artificial Intelligence, Extended Reality, QuantumComputing 1.
2.1.1. Types of DLT
While we do not have the ability to predict the future as we have not gone that far, we can offer speculations on technology'sevolution Weareconstantlyseeingemerging media and the latest trends in technology, so we can predict the technologies which will have a better future scope. Here are a few technologies that are going to changethefuture. • ArtificialIntelligenceandMachinelearning
2. Technologies in DARQ 2.1. Distributed Ledger Technology Distributed Ledger Technology (DLT) is for sharing andstoringinformationacrossmultipledatastoresknown as ledgers. Each ledger has the same data records. The task of the ledgers is to keep and control the distributed networkofcomputerservers(nodes).
Wearelivingintheageoftechnology. Wecannotsaythat weareatthebleedingedgeoftechnologybutinfuture,we will.Becausethemorewethinkabouttheproblemsinthis world,themorewefindthesolutionstotheproblem.Here the solution is nothing but the technology we develop solve that problem. Even then we may find some limitations in that technology. What do we do next? we simply upgrade that technology. This cycle continuous repeatedly,thus,weevolve.
There is a newly emerging technology thatis the blend of the above technologies and it is showing the greatest potentialtowardsthefuture.ItistheDARQtechnology, in which we will be using the four big technologies mentionedabove.
Thenodesstartnewadditionstothedatabasethroughthe creation of a new data 'block' which includes the records of different transactions or deals. Also, the information aboutthenewdata'block'isparticipatedacrossthewhole networkintheformoftranslatedinformation.Asaresult,
• Blockchain • ExtendedReality • Quantumcomputingetc.
1Asst. Prof., CSE Dept, Pragati Engineering College(A), Surampalem, A.P, India 2Assoc. Prof., CSE Dept, Pragati Engineering College(A), Surampalem, A.P, India *3,4,5,6B.Tech. III Year Student, CSE Dept, Pragati Engineering College(A), Surampalem, A.P, India ***
DARQ - The Bleeding Edge Technology
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The changes to the single ledger are reflected throughout the whole distributed network, and all network members have a detailed, identical dupe of the wholeledgerinanyspecificcase.
In the permission less distributed ledgers, every node inthenetworkholdsafullandupdateddupeoftheentire ledger.Alltheproposedoriginaladditionstotheledgerby networkactorsarecommunicatedtoallnodesthroughout thenetwork. 2.1.2. Blockchain BlockchainisjustavariantofDLTthatusescryptographic andalgorithmicapproaches toproduceandcorroboratea continuously expanding, append only data structure that gradationally turns into a chain of transaction blocks that servethepartofaledger.Itispresentlythemostpopular DLTvariantintheworld.
Mr. M.S.V.V. Ramesh1 , Mr. M. Raja Kumar2 , Mr. P. Sai Krishna*3 , Mr. M. Santhosh Rishi4 , K. Swetha Sri Anjani5 , S. Chandana Keerthi6
Abstract DARQ is an acronym for the combination of Distributed ledger technology (DLT), Artificial Intelligence (AI), Extended Reality and Quantum Computing. You may have some idea about these technologies and these technologies have the greatest potential in future. In this paper, we will be taking over the above mentioned technologies, how does this technology (DARQ) work, in which way does DARQ technology can make our future better and finally, our opinion on DARK (Conclusion).
INTRODUCTION
The permissioned distributed ledger involves the demand of authorisation for nodes from central entities for penetrating the network and making variations in the ledger.Thisincludesidentityverification.
EventodayweareusingAI.TheassistantslikeSiri,Google, Bixby, Alexa are the best examples of AI. Also, the movie suggestions on Netflix, Prime, ZEE 5, Hotstar etc. Therefore,AIisapartofourlife.
The best exemplifications of blockchain are Bitcoin, Ethereumetc. The other variants of DLT include Hash graph, DAG, Holochain,Tempo 2.2. Artificial Intelligence Artificial Intelligence is nothing but the intelligence of a machine provided by a developer. The reason behind providingtheintelligencetothemachineistoensurethat themachinemakes its own decisions depending uponthe situation. To explain it simply, AI is just the lines of code written by the developer. But the thing is AI is more than just code.AI is described as "power up," in that when it is addedtoamachine,thatmachineistransformed.
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2.3. Extended Reality
Extended reality (XR) involves technologies such as augmented reality (AR), virtual reality (VR), and mixed reality (MR). These technologies expand the reality we visualise by either combining the virtual and real worlds or by establishing a fully immersive experience. To put it simply, we can find them in video games and apps that allow you to fantasise a different 'reality' using your device. XR improves the human visual experience and immersespeopleinamagnificentway.
2.2.2. Machine Learning Machine learning is the process of developing machines thatcanobtaindata,laterimplementalgorithmstoit,and then orient themselves to develop meaningful understandingsfromtheinformation.
The main difference between ML and AI is that ML does not hinge on its creator's code. ML systems, on the other hand, begin with computer code and then load data, information, and inputs that can be evaluated. This relationship to large data is what connects machine learningandtheInternetofThings.TheMLismostlyused to detect faces, voice commands, and objects, to translate languages,alsousedinchatbots.
Extended reality can be referred to as a bridge between realandvirtualenvironments.Overtheyears,thedemand for augmented, virtual, and mixed reality technologies have increased due to new innovations in the semiconductor and photonics industries. Well, it is predicted that ER technology will spread into more diverseindustriesasithasagreaterpotential.
To perform tasks, AI needs the data. By using data, the patterns are built, which AI then uses to generate predictions and simulations. Often, this data is acquired, extracted, and mined as a process to build an understandingofhowweusetechnology.
As this technology continues to evolve, we can create wonders. The subtopics of AI include machine learning, deeplearning,neuralnetworks,etc.
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A Deep Learning machine can provide exact outputs without altering the coding by extending over thousands ormillionsoftheseartificialneuralnetworks.
2.2.3. Deep Learning DeeplearningbringsAIastepfurtherbyutilisingartificial neural networks to mimic how the human brain works. Each neuron in an artificial neural network is assigned with responding to fundamental questionings about a pieceofdatawithabinaryresponse.
To put it simply, artificial intelligence is the concept of machines that carry out tasks that have required human intelligence.AIcanbedividedintotwodiversefields: AppliedAI:Machinesthataredevelopedtocompletevery specifics tasks like navigating a vehicle, trading stocks, or playingchess General AI: Machines are developed in such a way that when completing any task which would normally require human involvement. The essence of General AI expects machines to "learn" as they confront new tasks or situations. This need for a learned approach led to the developmentofmodernMachineLearning.
2.2.1. AI vs Ml vs DL As we know artificial intelligence (AI), machine learning (ML),andDeepLearning(DL)belongtoasimilarcategory, but there are many key differences. AI is the super topic that comprises the whole field of study, while ML is a subtopicwithinAI.DLisafurtheradvancementofMLand isthemostcreativeofAIapplicationsthatarebeingused.
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Blockchains ensure that sale details are not intimately available. Also, all the nodes in the network estimate the data block and corroborate its validity according to the pre defined algorithmic confirmation method. The pre defined algorithmic confirmation system is also known as the Blockchain consensus mechanism. When thedata block is verified, all nodes can add the block to their own ledgers, creating,a'chainofblocks'TheBlockchain.
Holographic devices These headsets have translucent glasses that allows user to see the real world surroundings and the virtual experiences are created by meansofholograms.
2.4.2. Supercomputing vs Quantum Computing Super computers have the best computational speed compared to traditional computers. But there are problems thatevensuper computers cannotsolveortake years to solve. This led to the creation of quantum computers.
Quantum computers use quantum bits, or qubits to encrypt the information as 0s or 1s or both simultaneously.Quantumcomputerscanmanipulatehuge combinationsofstatesatonceduetothissuperpositionof states and other quantum mechanical phenomena of quantumentanglementandtunnelling.
• A quantum computer is a computer designed to accelerate digital processing by applying new quantum algorithms.
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• The applications include climate change, explosions, molecularbehaviouretc.
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Immersive devices These headsets have a non translucent display so that they block out the real world andusecamerasfortrackingthereal worldsurroundings.
• Quantum computing is a novel type of data processing based on quantum theory or quantum mechanics concepts.
2.4. Quantum Computing QuantumComputingisthefinaltechnologyinDARQandit is the most experimental technology in the world. Personally, it is the most powerful technology in DARQ according to me. It is the branch of computing i.e., based on quantum mechanics. Quantum computers were developedtosolveproblemsthatsuper computerscannot solve. The significant quantum computers for the future arestillintheirfirststages.
• It is the application of quantum mechanical phenomena such as superposition and entanglement to data processing.
AR can also be experienced using smart glasses or headsets. AR glasses do not change the environment aroundus, but theyadddigital objects to real space. Here the digital data is projected right before the user's eyes.
TheVRheadsetsareoftwotypes: PC connectedheadsets:Theseheadsetsareconnectedtoa computer or a gaming console that creates high quality virtual experiences. Today's computers and consoles can handilyproducenaturalandconvincingdigitalworlds.
Standalone headsets: The standalone headsets do not require a computer or console connection. Most standalone VR headsets use a smartphone screen to provide the VR experience. Not only are these devices moreaffordablebutalsoeasytouse 2.3.1.3. Mixed Reality (MR): MR allows users to visualise and interact with a completely virtual environment that is overlaid onto the real space around them. This mixed reality is more towardsVRthanAR.
2.3.1. Technologies in Extended Reality
Journal
2.3.1.1. Augmented Reality (AR): ARcombinesdigital elementslikevisualoverlays(objects with no background) and haptic feedback over the real world space. This technology can be easily accessed compared to VR and MR. All we need is a camera to capture the real world and virtual objects are then overlaid by the AR app, allowing us to see them on our mobiles.
• We use Supercomputing in supercomputers to solve complicatedproblemsandmassivelydata ladenissues.
Rightnow,ARismostlyusedfornavigation.
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2.3.1.2. Virtual Reality (VR): VR headsets literally create or display the virtual reality environment around us, which is nothing but a 3D simulation. They create an artificial environment that is computer generated. VR is currently used for entertainment,gaming,healthcareetc.
• A supercomputer has a high computed ratio of 1/0 and hasmanyeffectivecomputingcyclespersecond.
2.4.1. How does quantum computing work? Quantum computers use the laws of quantum mechanics to speed up processes of computation. Quantum computing has the potential to reshape the world. Can also be used to lead scientific advancements, industries, etc,this canbedone even if we are only atthe beginningofourjourney.
• scientists and engineers use these computers to solve problems that are intractable due to their size and complexity.
ThefollowingarethetwomaindevicesusedinMR.
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First, let us talk about artificial indigence. Artificial intelligence is the intelligence of a machine (it can be a device or an application) which is based on the code that the developer wrote and the machine learns from situations it encounters. In DLT, the group of computer servers are connected to each other to form a chain like distributed network so that they can share and store the informationinthebestsecurewaypossible.TheExtended Reality helps us to visualise things and recreates the environmentaroundusinanunimaginableway.Quantum computing helps us to compute lifelong tasks in some seconds. In the DARQ technology, we will be using the above mentioned technologies together. Assume that we somehow managed to provide the AI to the nodes in the DLT network and we are also dealing with the Extended Reality. As we are dealing with complex problems and situations using the three big three technologies normal computation may not be efficient. So, we will be using quantum computers as nodes in network or at least for a centralentity. Note: It might take fifty to a hundred years for the above assumptiontocometrue.
through a DLT network. The person can view the health statsthroughER.
• Space ships that can drive themselves at light speed (withthehelpofquantumcomputing).
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There are many problems that are arising from day to day. To solve them we must be adapted to change and embrace innovative technology. As we know each technology has its own scope. If the technologies come together the scope will be off the charts. As we know Artificial Intelligence, Extended Reality, Distributed LedgerTechnology,QuantumComputingarelife changing technologies. If they come together the term 'Life Changing' forthescopeis small, as ofnowwhatweknow isthatitisthe‘DARQTechnology’.
The other ways in which this technology can make our futurebetterlike:
• AUNIoperatingsystemofeverydeviceofyours,whose UIwilljustfloatonair • ERbasedencyclopaedia.
• Dronesandbotsthatcanterraformthemars
4. Nilsson, Nils (1998). Artificial Intelligence: A New Synthesis.MorganKaufmann.ISBN978 1 55860 467 4. Archived from the original on 26 July 2020. Retrieved18November2019.
• The application of quantum computers is still a work in progress, butonceastablequantumcomputerisbuiltit hasthepotentialtochangetheworld.
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Let us go to the future where we finally have flying cars, butmanagingthetrafficintheair(3Dspace)isdifficult,as we are not moving on the roads (surface). So, we will be using DARQ technology. Now every car has a quantum processor, and each car is connected to a nearby car through a DLT network to receive the positional information. Based on that info the AI in the car drives itself.So,theflyingcarswilltraveljustlikeagroupofants (as ants communicate with each other). So, accidents, traffic jams can be avoided. The passenger can view the journeydetailsinsidethecarwiththehelpofER.
As we know the DARQ technology is a stack of four powerful technologies namely Artificial Intelligence, Extended Reality, Quantum Computing, Distributed LedgerTechnology.
3. How does DARQ technology work?
Assume there are nanobots in our bodies. If they detect any new virus, they will send the info to the respective alert station and will kill the virus before spreading. This can be done with help of DARQ technology. Here the nanobotsmakethedecisionsusingAI,thereareconnected
• Adaptable Nanotech or artificial matter matter that reshapesitselfbasedonuserthoughts.
• To de construct every cell in our body at one location and re construct the same cell in another location or simplyteleportation
5. CONCLUSION
REFERENCES
• Dronesthathealtheozonelayerfromtimetotime.
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4. Future Scope
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1. Brakeville, Sloane; Perepa, Bhargav (18 Mar 2018). "Blockchain basics: Introduction to distributed ledgers". Developer works. IBM. Retrieved 25 Sep 2018.
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7. Aaronson,Scott(8June2021)."WhatMakesQuantum Computing So Hard to Explain?". Quanta Magazine. Retrieved9November2021.
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5. J. P. Gownder; Christopher Voce; Michelle Mai; Diane Lynch(May10,2016)."BreakoutVendors:Virtualand AugmentedReality".RetrievedAugust17,2016.