Blockchain is a specific type of database where information is collected in blocks that are chained together, forming a chain of data known as the "blockchain." Each new block of information contains a reference to the previous block, linking them together in a way that makes tampering very difficult. Transactions are transmitted across a peer-to-peer network of computers, validated through solving equations, and collected into blocks that are added to the blockchain, forming a permanent record of all transactions.
Blockchain is a system of recording information in a way that makes it difficult or impossible to change, hack, or cheat the system. A blockchain is essentially a digital ledger of transactions that is duplicated and distributed across the entire network of computer systems on the blockchain.
Blockchain Overview, What is Blockchain, Why Blockchain, How Blockchain will change the world, concepts of Blockchain are explained like Consensus, Distributed Ledger, Blockchain use cases and more
Blockchain is a system of recording information in a way that makes it difficult or impossible to change, hack, or cheat the system. A blockchain is essentially a digital ledger of transactions that is duplicated and distributed across the entire network of computer systems on the blockchain.
Blockchain Overview, What is Blockchain, Why Blockchain, How Blockchain will change the world, concepts of Blockchain are explained like Consensus, Distributed Ledger, Blockchain use cases and more
This course covers in detail the technical principles & concepts behind blockchain. In addition, it seeks to provide you with the insights and deep understanding of the various components of blockchain technology, and enables you to determine for yourself how to best leverage and exploit blockchain for your project, organisation or start-up.
Link - https://www.experfy.com/training/courses/blockchain-technology-fundamentals
This Edureka Blockchain technology tutorial will give you an understanding of how blockchain works and what are blockchain technologies. This tutorial helps you to learn following topics:
1. What are Blockchain & Bitcoin
2. Blockchain Technologies
3. Peer to Peer Network
4. Cryptography
5. Proof of Work & Blockchain Program
6. Ethereum & Smart Contracts
7. Blockchain Applications and Use Cases
Blockchain technology is a distributed ledger platform that provides open and transparent transaction information with integrity and non-repudiation based on modern cryptography. It is also the technology behind many cryptocurrencies. This presentation will give fundamental knowledge on how blockchain works, its cryptography implementation, cryptocurrency definition and related terms and also blockchain use cases.
An introduction to Blockchain and covering :
-Blockchain vs cryptocurrency
-Bitcoin vs Ethereum
-Real life and industrial examples
-Business example
-Benefits & challenges
The Blockchain - The Technology behind Bitcoin Jérôme Kehrli
The blockchain and blockchain related topics are becoming increasingly discussed and studied nowadays. There is not one single day where I don't hear about it, that being on linkedin or elsewhere.
I interested myself deeply in the blockchain topic recently and this is the first article of a coming whole serie around the blockchain.
This presentation is an introduction to the blockchain, presents what it is in the light of its initial deployment in the Bitcoin project as well as all technical details and architecture concerns behind it.
We won't focus here on business applications aside from what is required to present the blockchain purpose, more concrete business applications and evolutions will be the topic of another presentation I'll post in a few weeks
Blockchain Technology Explained
You must have heard about the term “blockchain,” in reference to Bitcoin and othercryptocurrencies.
https://www.leewayhertz.com/blockchain-technology-explained/
blockchain, Bitcoin, cryptocurrencies, blockchain technology, blockchain developers
#blockchain #Bitcoin #cryptocurrencies #blockchaintechnology #blockchaindevelopers
This course covers in detail the technical principles & concepts behind blockchain. In addition, it seeks to provide you with the insights and deep understanding of the various components of blockchain technology, and enables you to determine for yourself how to best leverage and exploit blockchain for your project, organisation or start-up.
Link - https://www.experfy.com/training/courses/blockchain-technology-fundamentals
This Edureka Blockchain technology tutorial will give you an understanding of how blockchain works and what are blockchain technologies. This tutorial helps you to learn following topics:
1. What are Blockchain & Bitcoin
2. Blockchain Technologies
3. Peer to Peer Network
4. Cryptography
5. Proof of Work & Blockchain Program
6. Ethereum & Smart Contracts
7. Blockchain Applications and Use Cases
Blockchain technology is a distributed ledger platform that provides open and transparent transaction information with integrity and non-repudiation based on modern cryptography. It is also the technology behind many cryptocurrencies. This presentation will give fundamental knowledge on how blockchain works, its cryptography implementation, cryptocurrency definition and related terms and also blockchain use cases.
An introduction to Blockchain and covering :
-Blockchain vs cryptocurrency
-Bitcoin vs Ethereum
-Real life and industrial examples
-Business example
-Benefits & challenges
The Blockchain - The Technology behind Bitcoin Jérôme Kehrli
The blockchain and blockchain related topics are becoming increasingly discussed and studied nowadays. There is not one single day where I don't hear about it, that being on linkedin or elsewhere.
I interested myself deeply in the blockchain topic recently and this is the first article of a coming whole serie around the blockchain.
This presentation is an introduction to the blockchain, presents what it is in the light of its initial deployment in the Bitcoin project as well as all technical details and architecture concerns behind it.
We won't focus here on business applications aside from what is required to present the blockchain purpose, more concrete business applications and evolutions will be the topic of another presentation I'll post in a few weeks
Blockchain Technology Explained
You must have heard about the term “blockchain,” in reference to Bitcoin and othercryptocurrencies.
https://www.leewayhertz.com/blockchain-technology-explained/
blockchain, Bitcoin, cryptocurrencies, blockchain technology, blockchain developers
#blockchain #Bitcoin #cryptocurrencies #blockchaintechnology #blockchaindevelopers
In this case study, we are providing information about the Introduction of Blockchain Technology, Bitcoin and its environment setup, Ethereum coin, other cryptocurrencies, Bitcoin in education, and a case study of healthcare using blockchain.
A blockchain acts as a distributed database or ledger between computer network nodes. A blockchain serves as an electronic database for storing data in digital form says Rafael Oliveira Bitcoin.
Blockchain Facts_What Is It, How IT Works and How Can It Be Used.pdfHarry977415
An Article detailing what a blockchain is, how it works and how it can be used ,it has some general information Regarding uses , area it is found and information on the pros and cons.
How Blockchain Technology Is Evolving In The CloudShikhaKonda
https://go-dgtl.com/whitepaper/how-blockchain-technology-is-evolving-in-the-cloud/?utm_source=offpage&utm_medium=thirdparty&utm_campaign=alo-seo - Cloud and blockchain are increasingly becoming the most valuable combinations to enhance the security of enterprise data living on the cloud. Learn more
How Blockchain Technology Is Evolving In The Cloud - GoDgtl.pdfPeeterParkar
Blockchain is famous for its use as the technology behind cryptocurrencies. However, it has many other applications. One such application is in cloud computing, providing additional security and several other benefits. Cloud and blockchain are increasingly becoming the most valuable combinations to enhance the security of enterprise data living on the cloud
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
1. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BLOCKCHAIN
“Blockchain” is a specific type of database which is different from
a typical type of database. A blockchain collects information together
in groups, also known as chunks or blocks, that hold sets of
information. Blocks have certain storage capacities and, when filled,
are chained onto the previously filled block, forming a chain of data
known as the “BLOCKCHAIN.” All new information that follows that
freshly added block is compiled into a newly formed block that will
then also be added to the chain once filled. To continue…..
2. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BLOCKCHAIN- Transaction Process
A new Transaction is entered
1
The transaction is then transmitted to a network of peer-to-peer
computers scattered across the world.
2
This network of computers then solves equations to confirm the validity
of the transaction.
3
Once confirmed to be legitimate transactions, they are clustered
together into blocks or chunks.
4
These blocks or chunks are then chained together creating a long history
(chain) of all transactions that are permanent.
5
The transaction is complete and the chain is called “BLOCKCHAIN”.
6
To Continue……..
3. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
Is Blockchain a Cryptocurrency?
Blockchain is the technology that enables the existence of cryptocurrency
(among other things).
1
Bitcoin is the name of the best-known cryptocurrency, the one for which
blockchain technology was invented.
2
A cryptocurrency (or “crypto”) is a digital currency that can be used to
buy goods and services, but uses an online ledger with strong
cryptography to secure online transactions.
3
The bitcoin network is underpinned by the blockchain technology, which is very difficult
to hack. In blockchain technology, data isn't stored in a central server, but across a huge
network of computers, which is constantly checking and verifying if the records are
accurate.
4
To Continue……..
4. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
Blockchain- The Idea Behind
Although the mechanism of blockchain is full of complexity, the basic
idea is to decentralize the storage of data so that such data cannot be
owned, controlled or manipulated by a central entity.
1
The data which is stored inside a block depends on the type of
blockchain. For Example, A Bitcoin Block contains information about the
Sender, Receiver, number of bitcoins to be transferred and date stamp.
2
The technology could change the entire mechanism of the financial
markets, content distribution, supply chain management, the dispersal of
humanitarian aid and even voting in a general election.
3
To Continue……..
5. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
DISTRIBUTED LEDGER TECHNOLOGY
A BLOCKCHAIN is thus a digital ledger of transactions that is
duplicated and distributed across the entire network of computer
systems on the blockchain. Each block in the chain contains a number of
TRANSACTIONS, and every time a new transaction occurs on the
blockchain, a record of that transaction is added to every participant’s
ledger. The decentralised database managed by multiple participants is
known as DISTRIBUTED LEDGER TECHNOLOGY (DLT).
1
2
To Continue……..
Blockchain is a type of DLT in which transactions are recorded with an
immutable cryptographic signature called a hash.
6. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
IMMUTABLE CRYPTOGRAPHIC SIGNATURE
Immutable signatures are ideal tools to provide authentication
and integrity for such applications with an important property
called IMMUTABILITY. Signature immutability ensures that, no
attacker can derive a valid signature for unposed queries from
previous queries and their corresponding signatures.
1
2
To Continue……..
One of the key elements that make blockchain immutable is
cryptographic hashes, which is why blockchain is immutable.
The main advantage of hash is that it cannot be reverse-
engineered. That's the reason of its growing popularity.
7. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
PROPERTIES OF DISTRIBUTABLE LEDGER TECHNOLOGY
1
2
To Continue……..
PROGRAMMABLE: For Example Smart Contracts
DISTRIBUTED: All network participants have a copy of the ledger for complete
transparency
SECURE: All records are individually encrypted.
3
IMMUTABLE: All validated records are irreversible and cannot be changed.
ANONYMOUS: The identity of participants is either anonymous or
pseudonymous.
4
5
UNANIMOUS: All network participants agree to the validity of each of the
records
6
TIME STAMPED: A transaction time stamp is recorded on a block
7
8. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BLOCKCHAIN- Why The Hype Around ?
1
There have been several attempts to create digital money in the past,
but they have always failed. The underlying issue is TRUST. If someone
creates a new currency called the X dollar, how can we trust that they
won't give themselves a million X dollars, or steal your X dollars for
themselves?
Bitcoin was designed to solve this problem by using a specific type of
database called a BLOCKCHAIN.
Most normal databases, such as an SQL database, have someone in
charge who can change the entries (e.g. giving themselves a million X
dollars). Blockchain is different because nobody is in charge; it’s run by
the people who use it. What’s more, bitcoins can’t be faked, hacked or
double spent – so people that own this money can trust that it has
some value. To continue…..
9. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
ANALOGY OF BLOCKCHAIN
1
A most simple analogy for understanding BLOCKCHAIN TECHNOLOGY is
a Google Doc. When we create a Google Document and share it with a
group of people, the document gets distributed instead of being copied
or transferred. This thus creates a decentralized distribution chain that
gives everyone access to the document at the same time. No one is
required to wait for changes to be done by another party, while all
modifications and/or insertions to the document are being recorded in
real-time, making all the relevant changes completely transparent with a
date and time stamp. Of course, BLOCKCHAIN is much more complicated
and complex than a Google Doc, but the analogy of Google Doc
properly fits into Blockchain technology as because it illustrates three
critical ideas of the technology:
To continue…..
10. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BLOCKS IN A BLOCKCHAIN
1
Each BLOCKCHAIN comprises multiple blocks and each block has
following three basic elements:
•The data in the block.
•A 32-bit whole number called a NONCE. The nonce is randomly
generated when a block is created, which then generates a BLOCK
HEADER HASH.
•The hash is a 256-bit number twined or wedded to the nonce. It must
start with a huge number of zeroes (i.e., be extremely small). When the
first block of a chain is created, a nonce generates the cryptographic hash.
The data in the block is considered signed and forever tied to the nonce
and hash unless it is mined.
To
continue…..
11. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
MINERS
1
Miners create new blocks on the chain through a process called MINING.
In a blockchain every block has its own unique nonce and hash, but also gives
reference of the hash of the previous block in the chain, so mining a block isn’t that
easy as it appears, especially on larger chains.
Miners use special software to solve the most complex math problem of finding a
nonce that generates an accepted hash. Because the nonce is only 32 bits and the
hash is 256, there are roughly four billion possible nonce-hash
combinations that must be mined before the right one is found. When
that happens miners are said to have found the "golden nonce" and their block is
added to the chain.
Making a change to any preceding block in the chain requires complete re-mining of
not just the block with the change, but all of the blocks that come after. This is why
it's extremely difficult to temper with blockchain technology.
To
12. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
NODES
1
Nodes can be any kind of electronic device that maintains copies of the
blockchain and keeps the network functioning.
Decentralisation is the most important concept in blockchain technology. There is no
owner instead. Everything is controlled by a full proof system, it is a distributed
ledger via the nodes connected to the chain.
Every node has its own copy of the blockchain and the network must algorithmically
approve any newly mined block for the chain to be updated, trusted and verified.
Every action in the ledger can be easily checked and viewed. Each participant is
given a unique alphanumeric identification number that shows their
transactions.
Combining public information with a system of checks-and-balances helps the
blockchain maintain integrity and creates trust among users.
To
continue…..
13. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
CRYPTOCURRENCY
1
The most well-known use (and maybe the most controversial one) of
BLOCKCHAIN is in CRYPTOCURRENCIES.
Cryptocurrencies are digital currencies (or tokens), like Bitcoin,
Ethereum or Litecoin, which are used to buy goods and services. Just
like a digital form of cash, crypto can be used to buy everything from
your food to your next home.
Unlike cash, crypto uses blockchain to act as both a public ledger and
an enhanced cryptographic security system, so online transactions are
always recorded and secured.
To continue…..
14. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BITCOIN VS BLOCKCHAIN SLIDE 1
1
The Bitcoin protocol is built on a blockchain. It is a new electronic cash
system that’s fully peer-to-peer, with no trusted third party.
The key thing to understand here is that Bitcoin merely uses
blockchain as a means to transparently record a ledger of payments
and is not the Blockchain in itself.
The cryptocurrency bitcoin has got its value because it holds up very
well when it comes to the six characteristics, viz. Durability, Portability,
Divisibility, Uniformity, Limited Supply and Acceptability.
To
continue…..
15. From the desk of
CA RATAN KUMAR AGARWALA
CA TALK TIME
BITCOIN VS BLOCKCHAIN SLIDE 2
1
•While bitcoin EXCHANGE-TRADED FUNDS (ETFs) are not yet a reality, blockchain ETFs
have already made their debut in markets.
•Virtual currencies are frequently embroiled in multiple regulatory battles and have been
scrutinized heavily, particularly for their role in facilitating criminal activities, such as money
laundering.
•Blockchain technology is neither banned nor under scrutiny by regulatory agencies.
•Blockchain ETFs primarily track the stock market prices of companies that have invested in
blockchain technology in their fund.
•More recently, optimism about the possibility of a bitcoin ETF in the near future has increased,
namely because the incoming chair of the SEC is Gary Gensler, who has deep expertise in
cryptocurrencies.