Quantum computing is a new method of computing based on quantum mechanics that offers greater computational power than classical computers. Quantum computers use quantum bits or qubits that can exist in superpositions of states allowing massive parallelism. Several approaches like ion traps, quantum dots and NMR have demonstrated quantum computing. However, challenges remain around errors from decoherence and a lack of reliable reading mechanisms. If these obstacles can be overcome, quantum computers may solve problems in artificial intelligence, cybersecurity, drug design and more exponentially faster than classical computers.
This is a seminar on Quantum Computing given on 9th march 2017 at CIME, Bhubaneswar by me(2nd year MCA).
Video at - https://youtu.be/vguxg0RYg7M
PDF at - http://www.slideshare.net/deepankarsandhibigraha/quantum-computing-73031375
This is a seminar on Quantum Computing given on 9th march 2017 at CIME, Bhubaneswar by me(2nd year MCA).
Video at - https://youtu.be/vguxg0RYg7M
PDF at - http://www.slideshare.net/deepankarsandhibigraha/quantum-computing-73031375
An overview of quantum computing, with its features, capabilities and types of problems it can solve. Also covers some current and future implementations of quantum computing, and a view of the patent landscape.
This research paper gives an overview of quantum computers – description of their operation, differences between quantum and silicon computers, major construction problems of a quantum computer and many other basic aspects. No special scientific knowledge is necessary for the reader.
-It is a good ppt for a beginner to learn about Quantum
Computer.
-Quantum computer a solution for every present day computing
problems.
-Quantum computer a best solution for AI making
Quantum computing is a type of computation that harnesses the collective properties of quantum states, such as superposition, interference, and entanglement, to perform calculations.
This presentation is designed to elucidate about the Quantum Computing - History - Principles - QUBITS - Quantum Computing Models - Applications - Advantages and Disadvantages.
This presentation is about quantum computing.which going to be new technological concept for computer operating system.In this subject the research is going on.
On the atomic scale matter obeys the rules of quantum mechanics, which are quite different from the classical rules that determine the properties of conventional logic gates. So if computers are to become smaller in the future, new, quantum technology must replace or supplement for this.
An overview of quantum computing, with its features, capabilities and types of problems it can solve. Also covers some current and future implementations of quantum computing, and a view of the patent landscape.
This research paper gives an overview of quantum computers – description of their operation, differences between quantum and silicon computers, major construction problems of a quantum computer and many other basic aspects. No special scientific knowledge is necessary for the reader.
-It is a good ppt for a beginner to learn about Quantum
Computer.
-Quantum computer a solution for every present day computing
problems.
-Quantum computer a best solution for AI making
Quantum computing is a type of computation that harnesses the collective properties of quantum states, such as superposition, interference, and entanglement, to perform calculations.
This presentation is designed to elucidate about the Quantum Computing - History - Principles - QUBITS - Quantum Computing Models - Applications - Advantages and Disadvantages.
This presentation is about quantum computing.which going to be new technological concept for computer operating system.In this subject the research is going on.
On the atomic scale matter obeys the rules of quantum mechanics, which are quite different from the classical rules that determine the properties of conventional logic gates. So if computers are to become smaller in the future, new, quantum technology must replace or supplement for this.
Quantum computers is a machine that performs calculations based on the laws of quantum mechanics which is the behaviour of particles at the subatomic level.
International Journal of Engineering Research and Development (IJERD)IJERD Editor
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Quantum computers are incredibly powerful machines that take a new approach to processing information. Built on the principles of quantum mechanics, they exploit complex and fascinating laws of nature that are always there, but usually remain hidden from view. By harnessing such natural behavior, quantum computing can run new types of algorithms to process information more holistically. They may one day lead to revolutionary breakthroughs in materials and drug discovery, the optimization of complex manmade systems, and artificial intelligence. We expect them to open doors that we once thought would remain locked indefinitely. Acquaint yourself with the strange and exciting world of quantum computing.
Lecture of Professor Amlan Chakrabarti, University of Calcutta on : Fundamentals of Quantum Computing, presented at the Quantum Conference organized by the Dept. of IT, Govt. of West Bengal, India on 12th October 2018
Quantum computing is the area of study focused on developing computer technology based on the principles of quantum theory. The quantum computer, following the laws of quantum physics, would gain enormous processing power through the ability to be in multiple states, and to perform tasks using all possible permutations simultaneously.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
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👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
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Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
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Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
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Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
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Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
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GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
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1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
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UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
2. Outline
Introduction
What is Quantum Computer ?
Need of Quantum Computer
Representation of Data- Q bits
Representation of Data- Superposition
Quantum Gates
Demonstration of Quantum Computing
Obstacles & Research
Future Application
3. Introduction to Quantum Computers
As the making of transistors smaller and smaller is continued ,the width of a wire in a computer chip is no
longer than a size of a single atom. These are sizes for which rules of classical physics no longer apply. If the
transistors become much smaller, the strange effects of quantum mechanics will begin to hinder their
performance.
▪ 1985 - David Deutsch developed the quantum Turing machine, showing that quantum
circuits are universal.
▪ 1994 - Peter Shor came up with a quantum algorithm to factor very large numbers in
polynomial time.
▪1997 - Lov Grover develops a quantum search algorithm with O(√N) complexity
▪ “I think I can safely say that nobody understands quantum mechanics” - Feynman
▪ 1982 - Feynman proposed the idea of creating machines based on the laws of quantum
mechanics instead of the laws of classical physics.
4. What is Quantum Computer ?
Quantum computing is a modern way of computing
that is based on the science of quantum mechanics
and its unbelievable phenomena. It is a beautiful
combination of physics, mathematics, computer
science and information theory. It provides high
computational power, less energy consumption and
exponential speed over classical computers by
controlling the behaviour of small physical objects
i.e. microscopic particles like atoms, electrons,
photons, etc.
5. Need of Quantum Computer
➢ The Potential and Power of Quantum Computing
Quantum computer with 500 qubits gives 2500 superposition states. Each state would be classically equivalent
to a single list of 500 1's and 0's. Such computer could operate on 2500 states simultaneously. Eventually,
observing the system would cause it to collapse into a single quantum state corresponding to a single answer,
a single list of 500 1's and 0's, as dictated by the measurement axiom of quantum mechanics. This kind of
computer is equivalent to a classical computer with approximately 10150processors.
➢ Moore's Law for Quantum Computers
If we use an analogue of Moor’s law for quantum computers, the number of quantum bits would be double in
every 18 months. But adding just one qubit is already enough to double a speed. So, the speed of quantum
computer will increase more than just doubling it.
➢ The Major Difference between Quantum and Classical Computers
. The memory of a quantum computer is a quantum state that can be a superposition of
different numbers. A quantum computer can do an arbitrary reversible classical computation on all the
numbers
simultaneously.
➢ Superiority of Quantum Computer over Classical Computer
6. Representation of Data
❑ Quantum computers, which have not been built yet, would be based on the strange principles of
quantum mechanics, in which the smallest particles of light and matter can be in different places at the
same time.
❑ In a quantum computer, one "qubit" - quantum bit - could be both 0 and 1 at the same time. So with
three qubits of data, a quantum computer could store all eight combinations of 0 and 1 simultaneously.
That means a three-qubit quantum computer could calculate eight times faster than a three-bit digital
computer.
❑ Typical personal computers today calculate 64 bits of data at a time. A quantum computer with 64
qubits would be 2 to the 64th power faster, or about 18 billion billion times faster. (Note: billion billion
is correct.)
7. Representation of Data-Qbits
➢ A bit of data is represented by a single atom that is in one of two states denoted by |0> and |1>. A
single bit of this form is known as a qubit.
➢ A physical implementation of a qubit could use the two energy levels of an atom. An excited state
representing |1> and a ground state representing |0>.
Excited
State
Ground
State
Nucleus
Light pulse of
frequency for
time interval t
Electron
State |0> State |1>
8. Representation of Data- Superposition
A single qubit can be forced into a superposition of the two states denoted by the addition of the state
vectors:
|> = 1 |0> + 2 |1>
Where 1 and 2 are complex numbers and | 1 |2 + | 2 |2 = 1
A qubit in superposition is in both of the
states |1> and |0 at the same time
9. Light pulse of
frequency for time
interval t/2
State |0> State |0> + |1>
Consider a 3 bit qubit register. An equally weighted superposition of all possible states
would be denoted by:
|> =
𝟏
√𝟖
|000> +
𝟏
√𝟖
|001> + . . . +
𝟏
√𝟖
|111>
10. Quantum Gates
▪Quantum Gates are similar to classical gates, but do not have a degenerate output. i.e. their original
input state can be derived from their output state, uniquely. They must be reversible.
▪This means that a deterministic computation can be performed on a quantum computer only if it is
reversible. Luckily, it has been shown that any deterministic computation can be made
reversible.(Charles Bennet, 1973)
▪Simplest gate involves one qubit and is called a Hadamard Gate (also known as a square-root of NOT
gate.) Used to put qubits into superposition.
H
State
|0>
State
|0> + |1>
H
State
|1>
Note: Two Hadamard gates used in
succession can be used as a NOT gate
11. Quantum Gates - Controlled NOT
A gate which operates on two qubits is called a Controlled-NOT (CN) Gate. If the bit on the control
line is 1, invert the bit on the target line.
A - Target
B - Control
Input Output
Note: The CN gate has a similar
behavior to the XOR gate with some
extra information to make it reversible.
A’
B’
12. A Universal Quantum Computer
▪ The CCN gate has been shown to be a universal reversible logic gate as it can be used as a NAND gate.
A - Target
B - Control 1
C - Control 2
Input Output
A’
B’
C’
When our target input is 1, our target
output is a result of a NAND of B and C.
13. Démonstrating Quantum Computing
❑ Nuclear Magnetic Resonance :- The latest development in quantum computing takes a radical new approach.
When held in a magnetic field, each nucleus within a molecule spins in a certain direction, which can be used
to describe its state; spinning upwards can signify a 1 and spinning down, a 0. Nuclear Magnetic Resonance
(NMR) techniques can be used to detect these spin states and bursts of specific radio waves can flip the nuclei
from spinning up (1) to spinning down (0) and vice-versa.
❑ Ion Trap :- An Ion Trap quantum computer is also based on control of nuclear spin (although using vibration
modes or "phonons" has also been considered). In this approach the individual ions are, as the name implies,
trapped or isolated by means of an electromagnetic field which is produced by means of an electromagnetic
chamber. They are then manipulated by laser pulses and a qubit arises from the superposition of lower and
higher energy spin states.
❑ Quantum Dot :- A quantum dot is a particle of matter so small that the addition or removal of an electron
changes its properties in some useful way. When the dot is exposed to a pulse of laser light of precisely the
right wavelength and duration, the electron is raised to an excited state: a second burst of laser light causes the
electron to fall back to its ground state. The ground and excited states of the electron can be thought of as the 0
and 1 states of the qubit and the application of the laser light can be regarded as a controlled NOT function as
it knocks the qubit from 0 to 1 or from ' to 0
14. Obstacles & Research
The field of quantum information processing has made numerous promising advancements since its conception,
including the building of two- and three-qubit quantum computers capable of some simple arithmetic and data
sorting. However, a few potentially large obstacles still remain that prevent us from "just building one", or more
precisely, building a quantum computer that can rival today's modern digital computer.
➢ Decoherence
Consider a qubit that is in the coherent state.As soon as it measurable interacts with the environment it will
decohere and fall into one of the two classical states.
➢ Error Correction
Those errors that arise as a direct result of decoherence, or the tendency of a quantum
computer to decay from a given quantum state into an incoherent state as it interacts, or entangles, with the state
of the environment.These interactions between the environment and qubits are unavoidable, and induce the
breakdown of information stored in the quantum computer, and thus errors in computation.
➢ Lack of Reliable Reading Mechanism
The techniques that exist till date have a big problem that trying to read from a superpositioned qubit would
invariably make it to lose its superpositioned state and make it to behave just as a classical bit – i.e. it would
store only one among the values of 0 and 1.
17. ❖ Where a classical computer would take 5 trillion years to factor a 5,000 digit number, a
quantum computer could finish in 2 minutes.
❖ According to Chuang a supercomputer needs about a month to find a phone number from the
database consisting of world's phone books, where a quantum computer is able to solve this task
in 27 minutes.
❖ In fact a quantum computer capable of performing Shor's algorithm would be able to break
current cryptography techniques in a matter of seconds.