We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Energy Tokens Pitch Deck - Creating Energy Asset Liquidity Through Blockchain...Alastair Caithness
ENERGY TOKENS is a complete solution trading platform using Blockchain enabled technology to acquire, hold and transfer direct interests in energy producing assets, including oil/gas and solar/wind.
The way energy assets have been acquired, held and transferred has not changed for over 100-years.
The Energy Tokens platform has been developed to address inherent problems facing the energy industry.
Problems with Energy Producing Assets:
* Difficult to sell/buy fractional interests:
* Direct investments are made through private negotiated transactions
* Non-industry investors have limited access to these investments
* Limited liquidity opportunities by holders of non-controlling interests prior to sale of entire asset
* Legal conveyance mechanism is antiquated through filings in local land registries
Our Solution;
* Permissioned Blockchain Data Analysis Artificial Intelligence Liquidity for Investors
* Democratizing energy investment opportunities
* Creating liquidity for illiquid energy investments
* Facilitating better access to capital for energy development projects
Our Target Market
* By 2030, US capital investment in renewable energy is expected to exceed $500 billion
* There are approximately 1,000,000 oil wells operating in the United States and over 9,000 independent oil and natural gas producers
Visit https://www.energytokens.io for daily news updates
Contact Us to get a copy of the Business Plan and White Paper
Predictions: Worldwide IT Spending to Reach $4 Trillion in 2021
CIOs are the future?!
NFTs...not so much
Poor Data Quality Could Cost You...$12.8M a year
7 Lessons on how tech transformations can deliver value
92% of VCs consider themselves to be value add investors. MOST venture-backed #entrepreneurs disagree
Blockchain-Powered Businesses: Company presentation by Marjorie Hernandez de Vogelsteller, LUKSO at the NOAH Conference Berlin 2019, 13-14 June, STATION.
Bridging the Gap Between Real Time/Offline and AI/ML Capabilities in Modern S...Amazon Web Services
Building real-time collaboration applications can be difficult, and adding intelligence to an app to make it stand out remains a challenge. In this session, learn how to build real-time chat serverless apps infused with AWS machine learning (ML) services. We dive into enhancing a real-time chat application with search capabilities, chatroom bots providing automated responses , and on-demand message translation using Amazon AI/ML services.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Energy Tokens Pitch Deck - Creating Energy Asset Liquidity Through Blockchain...Alastair Caithness
ENERGY TOKENS is a complete solution trading platform using Blockchain enabled technology to acquire, hold and transfer direct interests in energy producing assets, including oil/gas and solar/wind.
The way energy assets have been acquired, held and transferred has not changed for over 100-years.
The Energy Tokens platform has been developed to address inherent problems facing the energy industry.
Problems with Energy Producing Assets:
* Difficult to sell/buy fractional interests:
* Direct investments are made through private negotiated transactions
* Non-industry investors have limited access to these investments
* Limited liquidity opportunities by holders of non-controlling interests prior to sale of entire asset
* Legal conveyance mechanism is antiquated through filings in local land registries
Our Solution;
* Permissioned Blockchain Data Analysis Artificial Intelligence Liquidity for Investors
* Democratizing energy investment opportunities
* Creating liquidity for illiquid energy investments
* Facilitating better access to capital for energy development projects
Our Target Market
* By 2030, US capital investment in renewable energy is expected to exceed $500 billion
* There are approximately 1,000,000 oil wells operating in the United States and over 9,000 independent oil and natural gas producers
Visit https://www.energytokens.io for daily news updates
Contact Us to get a copy of the Business Plan and White Paper
Predictions: Worldwide IT Spending to Reach $4 Trillion in 2021
CIOs are the future?!
NFTs...not so much
Poor Data Quality Could Cost You...$12.8M a year
7 Lessons on how tech transformations can deliver value
92% of VCs consider themselves to be value add investors. MOST venture-backed #entrepreneurs disagree
Blockchain-Powered Businesses: Company presentation by Marjorie Hernandez de Vogelsteller, LUKSO at the NOAH Conference Berlin 2019, 13-14 June, STATION.
Bridging the Gap Between Real Time/Offline and AI/ML Capabilities in Modern S...Amazon Web Services
Building real-time collaboration applications can be difficult, and adding intelligence to an app to make it stand out remains a challenge. In this session, learn how to build real-time chat serverless apps infused with AWS machine learning (ML) services. We dive into enhancing a real-time chat application with search capabilities, chatroom bots providing automated responses , and on-demand message translation using Amazon AI/ML services.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Originally published January 5, 2022. Updated January 26, 2022 to issue a correction.
Created by Electric Capital
https://www.electriccapital.com
Managing your black Friday logs - CloudConf.ITDavid Pilato
Monitoring an entire application is not a simple task, but with the right tools it is not a hard task either. However, events like Black Friday can push your application to the limit, and even cause crashes. As the system is stressed, it generates a lot more logs, which may crash the monitoring system as well. In this talk I will walk through the best practices when using the Elastic Stack to centralize and monitor your logs. I will also share some tricks to help you with the huge increase of traffic typical in Black Fridays.
The Violet Society is a peer mentorship community for wildly ambitious female & non-binary people in technology.
This was our first Product Management Fellowship program showcase, hosted at LinkedIn San Francisco. 10 talented early-to-mid-career women spent 10 weeks learning from one another and from generous mentors in a hands-on and structured program. They shared what they learning in 5-minute lightning talks at the end of the event, as shown here.
We're so excited and honored to show off our amazing fellows! Learn more about us at https://www.thevioletsociety.com/
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Presentation by Hong Fang, CEO of Okcoin, at the Adopting Bitcoin conference in El Salvador on November 17, 2021.
Sats Mode: https://www.okcoin.com/sats
I am Satoshi: https://www.youtube.com/watch?v=FW0dDM7TRQE&list=PLVgqfXWHjicsieb5W4kthZaCHwWx_20Ud&index=2
Business Analysis: Challenges and Opportunities in 2015 (Denys Gobov Product ...IT Arena
Lviv IT Arena is a conference specially designed for programmers, designers, developers, top managers, inverstors, entrepreneur and startuppers. Annually it takes place on 2-4 of October in Lviv at the Arena Lviv stadium. In 2015 conference gathered more than 1400 participants and over 100 speakers from companies like Facebook. FitBit, Mail.ru, HP, Epson and IBM. More details about conference at itarene.lviv.ua.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Developer Report (Published: December 2020, Updated: April 2021)Maria Xinhe Shen
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
We fingerprinted 27,000+ code repositories and 22 million code commits to create this H1 2019 Developer Report.
Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from June 2018 to June 2019.
Published by Electric Capital.
electriccapital.com
We fingerprinted 20,000+ code repos and 16M commits to create a Dev Report on where crypto developers are focused. Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from Jan, 2018 to Feb, 2019.
Published by Electric Capital.
electriccapital.com
Electric Capital Developer Report (Published: December 2020)Maria Xinhe Shen
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
No aspiring media house can afford to disregard messenger services. Presentation was delivered in Helsinki in 2017 when chatbots were infants. Shout out to Chris Messina for recommending me to Yle for this opening keynote presentation at their TV broadcasting studios.
What will the Web3 Data Economy look like?
The shadow money economy (closed, power concentrated) moved to the token economy (open, permissionless). It has a base layer of reserve currency / store of value (BTC), unit of exchange (ETH) and token / app launch platform (Ethereum). And there are financial & utility last miles, like wallets, exchanges, and dapps.
We envision similar for the data economy. The shadow data economy (closed, power concentrated) will move to the Web3 data economy (open, permissionless). It will have a base layer of reserve currency / store of value, a unit of exchange, and data asset launch platform. Ocean Protocol's design provides all of these as a substrate, with artificial intelligence use cases as the linchpin. Finally, just like the token economy there are financial & utility last miles, like data wallets, data exchanges, and data science tools using Ocean tokens.
This talk was presented at the Web3 Summit, Berlin, Oct 22-24, 2018
PDF version: http://trent.st/content/20181022.2%20Web3%20Summit%20-%20McConaghy.pdf
Top 21 Decentralized Finance (DeFi) Projects - Executive SummaryMEDICI Inner Circle
In this research report, MEDICI analyzes the DeFi landscape and brings to you 21 of the best projects. The report highlights the rapid growth of DeFi globally, how COVID-19 has catalyzed its growth, and some of the most prominent projects working to disintermediate different facets of finance, viz. lending, decentralized exchange, payments and wallets, derivatives, and insurance.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Originally published January 5, 2022. Updated January 26, 2022 to issue a correction.
Created by Electric Capital
https://www.electriccapital.com
Managing your black Friday logs - CloudConf.ITDavid Pilato
Monitoring an entire application is not a simple task, but with the right tools it is not a hard task either. However, events like Black Friday can push your application to the limit, and even cause crashes. As the system is stressed, it generates a lot more logs, which may crash the monitoring system as well. In this talk I will walk through the best practices when using the Elastic Stack to centralize and monitor your logs. I will also share some tricks to help you with the huge increase of traffic typical in Black Fridays.
The Violet Society is a peer mentorship community for wildly ambitious female & non-binary people in technology.
This was our first Product Management Fellowship program showcase, hosted at LinkedIn San Francisco. 10 talented early-to-mid-career women spent 10 weeks learning from one another and from generous mentors in a hands-on and structured program. They shared what they learning in 5-minute lightning talks at the end of the event, as shown here.
We're so excited and honored to show off our amazing fellows! Learn more about us at https://www.thevioletsociety.com/
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Presentation by Hong Fang, CEO of Okcoin, at the Adopting Bitcoin conference in El Salvador on November 17, 2021.
Sats Mode: https://www.okcoin.com/sats
I am Satoshi: https://www.youtube.com/watch?v=FW0dDM7TRQE&list=PLVgqfXWHjicsieb5W4kthZaCHwWx_20Ud&index=2
Business Analysis: Challenges and Opportunities in 2015 (Denys Gobov Product ...IT Arena
Lviv IT Arena is a conference specially designed for programmers, designers, developers, top managers, inverstors, entrepreneur and startuppers. Annually it takes place on 2-4 of October in Lviv at the Arena Lviv stadium. In 2015 conference gathered more than 1400 participants and over 100 speakers from companies like Facebook. FitBit, Mail.ru, HP, Epson and IBM. More details about conference at itarene.lviv.ua.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
Developer Report (Published: December 2020, Updated: April 2021)Maria Xinhe Shen
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
We fingerprinted 27,000+ code repositories and 22 million code commits to create this H1 2019 Developer Report.
Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from June 2018 to June 2019.
Published by Electric Capital.
electriccapital.com
We fingerprinted 20,000+ code repos and 16M commits to create a Dev Report on where crypto developers are focused. Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from Jan, 2018 to Feb, 2019.
Published by Electric Capital.
electriccapital.com
Electric Capital Developer Report (Published: December 2020)Maria Xinhe Shen
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
We fingerprinted 276,000+ code repositories and 89 million code commits to create this 2020 Developer Report.
The Developer Report deeply analyzes developer activity across all open source crypto ecosystems.
Created by Electric Capital
https://www.electriccapital.com
No aspiring media house can afford to disregard messenger services. Presentation was delivered in Helsinki in 2017 when chatbots were infants. Shout out to Chris Messina for recommending me to Yle for this opening keynote presentation at their TV broadcasting studios.
What will the Web3 Data Economy look like?
The shadow money economy (closed, power concentrated) moved to the token economy (open, permissionless). It has a base layer of reserve currency / store of value (BTC), unit of exchange (ETH) and token / app launch platform (Ethereum). And there are financial & utility last miles, like wallets, exchanges, and dapps.
We envision similar for the data economy. The shadow data economy (closed, power concentrated) will move to the Web3 data economy (open, permissionless). It will have a base layer of reserve currency / store of value, a unit of exchange, and data asset launch platform. Ocean Protocol's design provides all of these as a substrate, with artificial intelligence use cases as the linchpin. Finally, just like the token economy there are financial & utility last miles, like data wallets, data exchanges, and data science tools using Ocean tokens.
This talk was presented at the Web3 Summit, Berlin, Oct 22-24, 2018
PDF version: http://trent.st/content/20181022.2%20Web3%20Summit%20-%20McConaghy.pdf
Top 21 Decentralized Finance (DeFi) Projects - Executive SummaryMEDICI Inner Circle
In this research report, MEDICI analyzes the DeFi landscape and brings to you 21 of the best projects. The report highlights the rapid growth of DeFi globally, how COVID-19 has catalyzed its growth, and some of the most prominent projects working to disintermediate different facets of finance, viz. lending, decentralized exchange, payments and wallets, derivatives, and insurance.
Hot new defi trends to stay an eye fixed on in 2022AmniAugustine
Technological advancements have appropriated the planet, and therefore the year 2022 has witnessed advances that might have otherwise taken years to progress. The pandemic may have taken a toll on our everyday lifestyle, but it's definitely fueled tech and innovation. a bit like the pandemic has given a push to technological advancements, digital currency trading is not any exception.
MYSTERY REVEALED FOR BECOMING A MILLIONAIRE IN FEW MONTHS- “DEFI-EXPLAINED”- AN EBOOK WITH ALL THE EASY STEPS FOR GREATER EARNING EVERY DAY.
YOUR GREATEST ASSET IS YOUR EARNING ABILITY AND YOUR GREATEST RESOURCE IS YOUR TIME. SAVE TIME WHILE MAKING MORE MONEY. GUIDE FOR TRANSFORMING YOUR FUTURE OF BUSINESS.
money
make money online
business
online marketing
online business
entrepreneurship
entrepreneur
#money #business #makemoneyonline
Find out what DeFi could mean to your business and why so many entrepreneurs are sitting up and taking notice!
DeFi is completely reshaping financial services. Discover DeFi's top applications on page 11.
Discover the true power of DeFi and why decentralizing the finance sector will benefit businesses of all kinds!
Learn everything you need to know about prediction markets, yield farming, lending platforms, and so much more!
All within this special report!
Developing DeFi (decentralised finance) apps with EthereumMichael John Peña
Blockchain is not dead. Actually, quite the contrary is happening in the past year. There are more and more interest and it's gaining a lot more traction than before. A big portion of this growth is due to "DeFi" AKA Decentralised Finance applications. From the hyped cryptocurrencies, we are now seeing the new next wave of this transformation as we see more financial products being developed: lending, exchanges, yield farming, and pools just to name a few.
There is an excellent opportunity for DeFi investors as an alternative financial hub to patiently research this current market and what is on offer for more precise insights into trends for long-term cryptocurrencies.
AMP Raider 13 Belmont Road, Berwick, VIC 3806, Australia
Website https://ampraider.com/
Email prc.pressagency@gmail.com
"Decentralized Finance (DeFi) Trends" by Liveplex covers a comprehensive analysis of the current state and future prospects of the DeFi sector. It addresses key aspects like technological foundations, major trends, challenges, and innovations within DeFi. Additionally, it provides insights into Liveplex's strategic positioning and future prospects in the evolving DeFi landscape, emphasizing its commitment to innovation, user-centric services, and regulatory compliance.
Top 10 DeFi Platforms That are Preferred by Investors.pdfFranck La Rocca
Welcome back, I’m very happy to see you here again. Today we will talk about the top 10 DeFi Platforms that are preferred by investors but first let me explain what are the Defi platforms, how they work and all you need to know to master the knowledge. Above you have the list in order of our preference and later in the article, I will explain all that you need to know about them.
DeFi Technologies builds and manages assets in the rapidly emerging decentralized financial market, providing institutional and retail investors easy access to previously unseen returns through innovative projects and groundbreaking protocols that are fundamentally reshaping the global financial system.
Real estate is by far one of the most trusted investments that people have preferred, being a lucrative investment it provides a steady source of income in the form of lease and rents. Although there are numerous advantages, one of the key downsides of real estate investments is lack of liquidity. Thus, even though global real estate investments amount to about twice the size of investments in stock markets, the number of investors in the real estate market is significantly lower. Block chain technology has real potential in addressing the issues of liquidity and transparency, opening the market to even retail investors. Owing to the functionality and flexibility of creating Security Tokens, which are backed by real-world assets, real estate can be made liquid with the help of Special Purpose Vehicles. Tokens of ERC 777 standard, which represent fractional ownership of the real estate can be purchased by an investor and these tokens can also be listed on secondary exchanges. The robustness of Smart Contracts can enable the efficient transfer of tokens and seamless distribution of earnings amongst the investors. This work describes Ethereum blockchainbased solutions to make the existing Real Estate investment system much more efficient.
Decentralised Finance aims to democratise finance by replacing legacy, centralised institutions with peer-to-peer relationships that provide the full spectrum of financial services – from everyday banking services, loans and insurance to complicated financial contracts including derivatives-trading and asset-trading.
Decentralised Finance aims to democratise finance by replacing legacy, centralised institutions with peer-to-peer relationships that provide the full spectrum of financial services – from everyday banking services, loans and insurance to complicated financial contracts including derivatives-trading and asset-trading.
Similar to DAppTotal Research Report On DeFi Industry (First Half Of 2019) (20)
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.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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!
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
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
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.
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
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
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/
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
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.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
3. D
AppTotal
DAppTotal-Research-Report-2019-03
Executive Summary
In this report we analyze the DeFi landscape in the first half of
2019, and provide in-detail data and analysis of DeFi applications
such as Stablecoins, Lending, and DEXs. DeFi industry started to
attract major attention in 2018, and becomes a much larger force
in 2019, with a total locked asset value of $1.49 Billion USD as of
06/30/2019, an almost five-fold increase from $302 Million on
01/01/2019.
- Currently most stablecoins are pegged to US dollar and issued
on the Ethereum blockchain. The usage of stablecoins has been
growing fast in the first half of 2019, and accelerated in April as
crypto prices rebounded. The daily on-chain transaction volume
reached $859M on 06/30, meaning the entire circulation of
stablecoins, about $5 Billion, may all change hands once in
every five, six days.
- DeFi lending is still a very young sector with only two years
history, but has been growing rapidly. The most borrowed
assets are DAI and WETH, and the total origination (Borrows +
Loans) increased from $34M in January to $544M in June, a
close to 16 times growing. At the same time, the total user base
is still small, monthly active user is only a few thousands, and the
lending feature set is quite limited.
- DEXs are still much smaller in scale comparing with centralized
exchanges. Their main value proposition is transparency and
security, while speed and liquidity are their major shortcomings.
For the time being they are mainly used to trade tokens not
listed on centralized exchanges. The total trading volume of
DEXs increased from $71M in January to $288M in June, and
the two of the fastest growing DEXs are Eth2dai and Uniswap.
3
4. D
AppTotal
DAppTotal-Research-Report-2019-03
1. Introduction
Decentralized Finance, DeFi for short, also known as Open
Finance, is one of the most exciting developments in the
blockchain ecosystem in the recent two years. Essentially, DeFi
can be regarded as conventional finance on blockchain, especially
Ethereum blockchain for the time being.
By leveraging blockchain technologies, DeFi attempts to address
the primary shortcomings of the conventional/centralized finance,
namely Unequal Access, Censorship, Lack of Transparency, and
Counter-party Risk (the risk of a financial institution does not fulfill
its contractual obligations).
In DeFi system, users can retain the full control of their fund and
personal data while accessing censorship resistant financial
services, and the DeFi financial tools are open and permissionless,
users can access them anywhere in the world, an internet
connection is the only prerequisite. DeFi also provides vastly
improved transparency comparing to conventional finance, and
the financial agreements are arbitrated by smart contracts which
are executed automatically, eliminating much of the counter-party
risks by reducing the financial institutions’ involvement in many
transactions.
1.1 Total Locked Value of Leading DeFi Applications
DeFi industry can be further divided into categories such as
Stablecoin, Lending, Payment, Derivative, DEX (Decentralized
Exchange), and Asset, etc. In this report, we will give a overview
of the entire industry, then provide in-detail data and analysis of
three of the categories, Stablecoin, Lending, and DEX.
In 2018, DeFi started to gather attention from the media,
blockchain community, and the financial industry. Now in 2019, it
has become a much large force. As shown in Figure 1, the total
locked asset value of the DeFi industry kept getting bigger in the
first half of 2019 (1H 2019). On 01/01/2019, the total locked value
was $302 Million USD, then on 06/30/2019, it has grown to $1.49
Billion, with the bulk of them locked in EOS REX [1] and Maker [2].
4
5. D
AppTotal
DAppTotal-Research-Report-2019-03
Figure 1. Total Locked Value of DeFi Applications in 1H 2019
According to our data from DAppTotal.com [3], as of 06/30, the
top 5 DeFi applications are EOS Rex, Maker, Edgeware [4],
Compound [5], and Dharma [6], as shown in Figure 2. If we look at
Lending only, the top tier applications (or Tier 1) are Maker,
Compound, Dharma, and dYdX [7], with a total locked asset value
of $278 Million on 01/01/2019, and $522 Million on 06/30/2019, as
shown in Figure 3.
Figure 2. Ranking of Top DeFi Applications From DAppTotal.com
The most prominent DeFi applications are stablecoins, lending,
and DEXs. Stablecoins and DEXs appeared a few years ago and
are playing increasing larger role in the blockchain universe, while
lending showed up more recently but is growing in a staggering
speed. In following sections, we will look into these three types of
DeFi applications and provide in-detail analysis of each of them.
5
6. D
AppTotal
DAppTotal-Research-Report-2019-03
Figure 3. Total Locked Value of Tier 1 DeFi Lending Applications
1.2 Methodology And Disclaimer
All data in this report is ultimately derived from public data on
blockchain, including Ethereum, and the data analysis part has
leveraged previous work done by DAppTotal team. In over a year’s
time, DAppTotal team have accumulated vast amount of
transaction and log data of leading public blockchains, generated
our own database, and built various tools for data analysis. This
report is one of the results based on DAppTotal blockchain
database and analysis software. The industry trend and prospect
discussion in the report are based on our data, understanding, and
opinion of the blockchain ecosystem and DeFi industry.
Disclaimer: The content provided in this report are based on our
best understanding and research, but due to the pseudo
anonymous nature of blockchains, the findings we present here
can not be guaranteed and assured to be accurate, and DAppTotal
can not be held responsible for any error, negligence, or damages
arising therefrom.
Furthermore, DAppTotal is not an investment advisor, broker, or
dealer, and we have no access to non-public information about
this research area. This report and the information contained
herein is therefore not intended to be a source of investment
advice or credit analysis.
6
$0M
$150M
$300M
$450M
$600M
01-0101-0701-1301-1901-2501-3102-0602-1202-1802-2403-0203-0803-1403-2003-2604-0104-0704-1304-1904-2505-0105-0705-1305-1905-2505-3106-0606-1206-1806-2406-30
Maker Compound Dharma dYdX
7. D
AppTotal
DAppTotal-Research-Report-2019-03
2. Status Quo And Major Trends In DeFi industry
To implement the blockchain’s main value proposition, one of the
most promising areas is the financial industry, as Bitcoin and other
crypto currencies are natural candidates for store of value and tool
of payments. The emergence of DeFi is showing early proofs of
crypto currencies’ real utility and applicability.
DeFi industry can cover a wide range of areas, such as payment,
stablecoin, lending, DEX, and derivative, but the core of the
industry is related to asset movement (e.g., in lending). While
DEXs and stablecoins were started a few years back, DeFi lending
only emerged in the recent two years. The first well known lending
platform is Maker, which was started in December 2017, being the
second largest DeFi application currently.
The largest DeFi application for now, EOS REX, which is only a
few months old, is a deposit platform on the EOS blockchain.
Both Maker and EOS REX are infrastructural-level platforms to
support the larger crypto economy, and together they account for
about 69% of the total assets locked by DeFi applications,
according to data from DAppTotal.com on 06/30 as shown in
Figure 4. This is a sign of currently limited scope and how young
the DeFi sector still is.
Figure 4. DeFi Total Holding Value and Market Share Graph (as of
6/30/2019)
7
8. D
AppTotal
DAppTotal-Research-Report-2019-03
As in their early stage, current DeFi applications only offer limited
features. Maker platform only supports ETH as collateral and DAI
stablecoin as loan. EOS REX users can only deposit EOS or pay
EOS for renting resources on EOS blockchain.
Besides Maker and EOS REX, many DeFi applications were
launched since 2018 to offer other types of financial services, such
as Compound, a decentralized money market which started in
September 2018, where users can lend their crypto assets to earn
interest or borrow from the platform; Dharma, a peer-to-peer
lending platform, launched in April 2019, supports borrowing and
lending in multiple assets such as ETH, DAI, and USDC
stablecoin; And dYdX, a lending, margin trading, and derivatives
platform launched in September 2018, supports up to 4x leverage
trade of ETH, DAI, and USDC tokens.
The decentralized and geographically nonspecific nature of the
blockchain means that DeFi is open to a wider market of
customers than the traditional centralized finance, and offers
greater accountability and transparency. Although still in early
phase, as more DeFi applications coming online, we are seeing
tremendous growth of the DeFi industry in 2019, and a recent
trend of multiple applications working as a suite, e.g., DAI
borrowed in Maker can be lent out in Compound, or traded in
dYdX.
Currently DeFi is a very young industry, also only a small
percentage of people own crypto assets and DeFi applications
need crypto assets as collateral, so the user base of DeFi
applications is still relatively small. Therefore, the future challenge
of the DeFi industry still lies in the area of user education and the
continued mainstream adaptation of crypto currencies.
8
9. D
AppTotal
DAppTotal-Research-Report-2019-03
3. DeFi - Stablecoin
Stablecoins is a type of crypto currencies meant to hold stable
value, designed to minimize price volatility relative to some asset
or basket of assets. Most stablecoins in the market are backed,
and pegged to one or more crypto currencies, fiat money, or
commodities such as gold, although some stablecoins are tied to
an algorithm and not backed by other assets.
The first well known stablecoin is Tether (USDT) [8], which was
issued on the Bitcoin network on 10/06/2014, and it is still the
largest stablecoin today. Starting from late 2017 and early 2018,
many stablecoins were started to emerge and compete in this
space, such as TUSD, USDC, and DAI, etc, and here we call them
emerging stablecoins.
Figure 5. Stablecoins Market Share Graph
3.1 Stablecoin Market Data
Shown in Figure 5, as of 06/30, the total circulation supply of
stablecoins is $4.57 Billion USD, among them the circulation of
USDT is $3.68 Billion, occupying a commanding market share of
80.6%. Among the emerging stablecoins, USDC’s total circulation
is $366 Million, which is ranked number one with a 41.4% market
share among emerging stablecoins; TUSD is ranked number two
9
10. D
AppTotal
DAppTotal-Research-Report-2019-03
with a circulation of $214 Million and 24.2% market share; PAX is
ranked number three, with a circulation of $164 Million and 18.5%
market share. Other emerging stablecoins, including DAI, GUSD,
EURS, nUSD, etc, occupy a market share of 15.9%.
Figure 6. The Total Circulation History Of Major Stablecoins
The total circulation supply of stablecoins was $2.76 Billion on
01/01/2019, and as crypto prices recovered around 04/01, the
issuance of various stablecoins were also accelerated. The market
share among major stablecoins have been relatively stable in
recent two months, as most of them have been issuing significant
amount of new coins. Figure 6 shows the total circulation
numbers of major stablecoins starting from 01/01/2018. The
USDT circulation number is split into OMNI-USDT (issued on
Bitcoin network) and ERC20-USDT (issued on Ethereum network).
Figure 7. Stablecoins Daily Tx Count In 1H 2019
10
11. D
AppTotal
DAppTotal-Research-Report-2019-03
Figure 8. Stablecoins Daily Volume In 1H 2019
Figure 7 and Figure 8 show the stablecoins daily on-chain
transaction numbers and total transaction volume in 1H 2019.
Both indicate significantly increased activities or velocities over the
last several months.
3.2 The State of Stablecoins
Currently, most stablecoins are issued on top of the Ethereum
blockchain, majority of them are pegged to, and one to one
backed by US dollars. The issuance of various stablecoins have
been accelerated in the recent months as crypto prices recover,
since the main usage of stablecoins is still for price hedging and
trading of other crypto currencies, and using them as a tool of
payments is still not developed yet.
Overall, the usage of stablecoins has been growing during the first
half of 2019, the daily on-chain transaction volume has increased
from $139M on 01/01 to $859M on 06/30, meaning the entire
stablecoin circulation may change hands once in five, six days.
The daily on-chain transaction count increased from 11K on 01/01
to 77K on 06/30.
11
12. D
AppTotal
DAppTotal-Research-Report-2019-03
4. DeFi - Lending
The largest sector in the DeFi industry is lending, also called
secured lending, because the borrowers’ ability to borrow is based
on the value of collaterals, not their credit history. The lender or
the lending platform may liquidate the collaterals to repay the loan
in case of default.
DeFi lending protocols are designed to facilitate lending and
borrowing of digital assets, and enable instantaneous transaction
settlement of loans on public blockchains through smart contracts.
They also allow interoperation among different DeFi applications
and participants.
Figure 9. Total Originations Market Share In 1H 2019
The four major lending protocols currently in the market are Maker,
Compound, Dharma (Since Dharma smart contract is not open
source and there is no public data available, Dharma data is not
included in this report), and dYdX. All of them operate on top of
the Ethereum network, Maker started the earliest, in December
2017, while the other three all started in 2018. Maker issues its
own stablecoin, i.e., DAI, which is pegged to US dollar, and the
others only enable the lending, borrowing, and trading of ETH and
existing ERC20 tokens.
Maker allows user to put up ETH as collateral and take out DAI as
loan; Compound allows user to put multiple assets as collateral
into a pool, and borrow from the pool also; Dharma facilitates
12
13. D
AppTotal
DAppTotal-Research-Report-2019-03
peer-to-peer lending and borrowing; And dYdX is a lending and
margin trading platform of digital assets.
4.1 Data Analysis Of DeFi Lending Applications
In 1H 2019, the total originations (the sum of borrows and loans)
are $544M. Figure 9 and 10 show the total market share and
monthly originations in 1H 2019.
Figure 10. Monthly Originations In 1H 2019
The collateral ratio has been continuously healthy during the first
half of this year. As shown in Figure 11, most of the time the ratio
is well above 200%. As of 06/30/2019, these lending applications
stay well-backed at around 400%.
Figure 11. The collateral ratio graph in 1H 2019
13
14. D
AppTotal
DAppTotal-Research-Report-2019-03
The total borrowed amount in 1H 2019 are $286M, and Figure 12
and 13 show the market share and monthly borrows amounts.
Figure 12. Market Share of Total Borrows In 1H 2019
Figure 13. Monthly Borrows In 1H 2019
The total volume of loans in 1H 2019 are $256M. Figure 14 and 15
show the market share and monthly loans (Maker doesn’t offer
loans), Figure 16 is the active loan outstanding graph, and Figure
17 shows the (accumulated) active users of the lending
applications in 1H 2019.
14
16. D
AppTotal
DAppTotal-Research-Report-2019-03
Figure 17. (Accumulated) Active Users Of Lending Applications
4.2 The State of DeFi Lending
With only two years history, DeFi lending is very young sector, but
has been growing rapidly. The total borrows increased from $24M
from January to $173M in June, and total loans increased from
$9.6M in January to $256M in June. The most borrowed assets
are DAI and WETH, and the collateral ratio is around 400% at most
times, which is a quite conservative and safe for the system. On
the other hand, the total number of users is still small, and the
lending feature set is quite limited.
16
17. D
AppTotal
DAppTotal-Research-Report-2019-03
5. DeFi - DEX
A DEX is a crypto currency exchange that operates on blockchain,
without a central authority, and it allows peer-to-peer trading of
crypto tokens without much of the KYC (Know-Your-Customer)
requirements. Since users may not need to transfer their assets
into exchanges, DEX can minimize the risk of asset loss from
exchange hackings. DEX can also prevent price manipulation or
fake trading volume because all the trading transactions are
recorded on blockchain.
In this section, we present our data and analysis of 17 major DEXs,
namely Eth2dai, IDEX, Kyber, Uniswap, ForkDelta, DDEX, The
Token Store, AirSwap, Radar Relay, Paradex, Bancor,
Tokenlon, Star Bit, LedgerDex, Bamboo Relay, The Ocean, and
TokenJar.
Figure 18. DEX Market Share Graph In 1H 2019
5.1 DEX Market Share And Trading Data
Comparing with centralized exchanges, the trading volume and
active users of DEXs are still relatively small. In 1H 2019, the top
DEX in trading volume is Eth2dai, with a market share of 27%. Its
total volume of the first six months of 2019 is $256 Million USD, a
volume can be achieved by top centralized exchanges in a few
days; IDEX is the second largest, with a trading volume of $246
Million and market share of 26%; Kyber ranked number three with
a volume of $146 Million, and Uniswap is number four with a
17
18. D
AppTotal
DAppTotal-Research-Report-2019-03
volume of $134 Million. Figure 18 shows the DEX market share
and ranking data in 1H 2019.
Figure 19 shows the DEX monthly trading volume, Figure 20 is the
DEX monthly number of trades, and Figure 21 is the monthly
active users among DEXs in 1H 2019.
Figure 19. DEX Monthly Trading Volume In 1H 2019
5.2 The State of DEXs
The total trading volume of DEXs is still small but growing quickly,
from $71M in January to $288M in June, and the two of the fastest
growing DEXs are Eth2dai and Uniswap. The total transaction
counts increased from 212K in January to 411K in June, and the
total monthly active users increased from 19K in January to 32K in
June.
The main value proposition of DEXs are transparency and security,
while speed and liquidity are the major shortcomings of DEXs for
now. Currently, DEXs are still much smaller in scale comparing to
centralized exchanges, and they are mainly used to trade tokens
not listed on centralized exchanges.
18
20. D
AppTotal
DAppTotal-Research-Report-2019-03
6. Overview Of Leading DeFi Apps
In this Section, we will give an overview and data snapshot of four
major DeFi applications, Maker, Compound, dYdX, and Edgeware.
Dharma is not included since it is not yet open-source and there is
no public data available.
6.1 Maker
The Maker platform was started in 12/18/2017, and they are also
the creator of DAI, a decentralized stablecoin based on Ethereum
and pegged to US Dollar. For the time being, the Maker platform
and DAI stablecoin have very limited real world usage beyond
margin lending for crypto trading.
The current version of Maker smart contract supports only ETH as
collateral, but its next MCD version will support multiple assets as
collateral, which is planned to be online by the end of year.
Here are a data snapshot of Maker and its borrows APR graph of
1H 2019.
20
21. D
AppTotal
DAppTotal-Research-Report-2019-03
6.2 Compound V1 & V2
Launched in September 2018, Compound is a money market
platform, where users can lend their crypto assets to earn interest,
or borrow assets from the platform. Interest rates are adjusted
algorithmically based on the supply and demand for borrows and
loans.
Compound protocol Version 2 was released in May of 2019. Here
we provide snapshots for both the V1 and V2 protocols, and their
Borrows APR graphs.
21
23. D
AppTotal
DAppTotal-Research-Report-2019-03
6.3 dYdX V1 and V2
dYdX is a lending, margin trading, and derivative platform, started
in September 2018, supports up to 4x leverage trade of ETH, DAI,
and USDC tokens.
dYdX protocol Version 2 was released in June of 2019. Here we
provide snapshots for both V1 and V2 protocols, and their
Borrows APR graphs.
23
25. D
AppTotal
DAppTotal-Research-Report-2019-03
6.4 Edgeware
Edgeware is a high performance, WASM smart contract platform
built on top of Substrate/Polkadot technologies. The Edgeware
distribution model is termed “lock-drop”, which is a low cost way
to hedge your position in Ethereum. Users can lock their ETH into
a smart contract, and Edge tokens will be distributed to them
proportionally to the amount of ETH locked.
As of 06/30/2019, the total locked asset value of Edgeware is
$279 Million USD, and the following is the historical graph of the
locked asset value of Edgeware.
25
27. D
AppTotal
DAppTotal-Research-Report-2019-03
7. Conclusion
We are seeing amazing progress in the DeFi space recently, and in
this report we analyzed the status of DeFi industry in the first half
of 2019, and provided in-detail data and analysis of DeFi
applications such as Stablecoins, Lending, and DEXs. DeFi
industry started to attract major attention in 2018, and becomes a
much larger force in 2019, with a total locked value of $1.49 Billion
USD as of 06/30/2019, an almost five-fold increase from $302
Million USD on 01/01/2019. As of 06/30, the top 5 DeFi
applications ranked by total locked value are EOS REX, Maker,
Edgeware, Compound, and Dharma.
27
28. D
AppTotal
DAppTotal-Research-Report-2019-03
References
[1] EOS REX official site, https://eosauthority.com/rex
[2] MakerDAO website, https://makerdao.com/en/
[3] DAppTotal website, a platform of DApp data collection and analysis,
https://dapptotal.com/
[4] Edgeware website, https://edgewa.re/
[5] Compound website, https://compound.finance/
[6] Dharma website, https://www.dharma.io/
[7] dYdX website, https://dydx.exchange/
[8] Tether website, https://tether.to/
28
29. D
AppTotal
DAppTotal-Research-Report-2019-03
About Us
DAppTotal is an industry leading and the most comprehensive
DApp analysis platform, with more than 3800 DApps listed
currently. DAppTotal team has developed 100+ different indexes
and data indicators, and published research reports of DApp
ecosystem showing a more complete picture of blockchain
industry and users. DAppTotal responds in minutes to public
blockchain events with data monitoring and insightful analysis,
helps users to see the trends faster. We strive to help project
teams, media, and end users to better understand DApps and the
industry trends.
For more information, please contact us at:
contact@dapptotal.com
29