It Is a Delight to See the CTFC Exploring Ethereum and Reaching out to the Industry for Information to Assist in That Process. A
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Peer Co-Movement in Crypto Markets
Peer Co-Movement in Crypto Markets G. Schwenkler and H. Zheng∗ February 4, 2021y Abstract We show that peer linkages induce significant price co-movement in crypto markets in excess of common risk factors and correlated demand shocks. When large abnormal return shocks hit one crypto, its peers experience unusually large abnormal returns of the opposite sign. These effects are primarily concentrated among smaller peers and revert after several weeks, resulting in predictable returns. We develop trading strategies that exploit this rever- sal, and show that they are profitable even after accounting for trading fees and frictions. We establish our results by identifying crypto peers through co-mentions in online news using novel natural language processing technologies. Keywords: Cryptocurrencies, peers, co-movement, competition, natural language pro- cessing. JEL codes: G12, G14, C82. ∗Schwenkler is at the Department of Finance, Santa Clara University Leavey School of Business. Zheng is at the Department of Finance, Boston University Questrom School of Business. Schwenkler is corresponding author. Email: [email protected], web: http://www.gustavo-schwenkler.com. yThis is a revision of a previous paper by the two authors called \Competition or Contagion: Evidence from Cryptocurrency Markets." We are grateful to Jawad Addoum (discussant), Daniele Bianchi (discussant), Will Cong, Tony Cookson, Sanjiv Das, Seoyoung Kim, Andreas Neuhierl, Farzad Saidi, and Antoinette Schoar, seminar participants at Boston University and the Society for Financial Econometrics, and the participants at the 2020 Finance in the Cloud III Virtual Conference, the 2020 MFA Annual Meeting, the 3rd UWA Blockchain, Cryptocurrency and FinTech Conference, and the 2020 INFORMS Annual Meeting for useful comments and suggestions. -
YEUNG-DOCUMENT-2019.Pdf (478.1Kb)
Useful Computation on the Block Chain The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Yeung, Fuk. 2019. Useful Computation on the Block Chain. Master's thesis, Harvard Extension School. Citable link https://nrs.harvard.edu/URN-3:HUL.INSTREPOS:37364565 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA 111 Useful Computation on the Block Chain Fuk Yeung A Thesis in the Field of Information Technology for the Degree of Master of Liberal Arts in Extension Studies Harvard University November 2019 Copyright 2019 [Fuk Yeung] Abstract The recent growth of blockchain technology and its usage has increased the size of cryptocurrency networks. However, this increase has come at the cost of high energy consumption due to the processing power needed to maintain large cryptocurrency networks. In the largest networks, this processing power is attributed to wasted computations centered around solving a Proof of Work algorithm. There have been several attempts to address this problem and it is an area of continuing improvement. We will present a summary of proposed solutions as well as an in-depth look at a promising alternative algorithm known as Proof of Useful Work. This solution will redirect wasted computation towards useful work. We will show that this is a viable alternative to Proof of Work. Dedication Thank you to everyone who has supported me throughout the process of writing this piece. -
Blockchain – Operator Opportunities Version 1.0 July 2018
Blockchain – Operator Opportunities Version 1.0 July 2018 About the GSMA The GSMA represents the interests of mobile operators worldwide, uniting more than 750 operators with over 350 companies in the broader mobile ecosystem, including handset and device makers, software companies, equipment providers and internet companies, as well as organisations in adjacent industry sectors. The GSMA also produces the industry-leading MWC events held annually in Barcelona, Los Angeles and Shanghai, as well as the Mobile 360 Series of regional conferences. For more information, please visit the GSMA corporate website at www.gsma.com. Follow the GSMA on Twitter: @GSMA. About the GSMA Internet Group The GSMA Internet Group (IG) is the key working group which researches, analyses and measures the potential opportunities and impacts of new web and internet technologies on mobile operator networks and platforms. We maintain the most up-to-date knowledge base of new internet and web innovations through intelligence gathering of available global research and active participation in key Standards organisations. www.gsma.com/workinggroups Authors: Peter Ajn Vanleeuwen, KPN Douwe van de Ruit, KPN Contributors: Dan Druta, AT&T Axel Nennker, Deutsche Telecom Shamit Bhat, GSMA Rinze Cats, KPN Kaissar Jabr, Monty Holding Page 2 of 36 Table of Contents Blockchain – Operator Opportunities ............................................................................ 1 Version 1.0 ............................................................................................................................... -
PWC and Elwood
2020 Crypto Hedge Fund Report Contents Introduction to Crypto Hedge Fund Report 3 Key Takeaways 4 Survey Data 5 Investment Data 6 Strategy Insights 6 Market Analysis 7 Assets Under Management (AuM) 8 Fund performance 9 Fees 10 Cryptocurrencies 11 Derivatives and Leverage 12 Non-Investment Data 13 Team Expertise 13 Custody and Counterparty Risk 15 Governance 16 Valuation and Fund Administration 16 Liquidity and Lock-ups 17 Legal and Regulatory 18 Tax 19 Survey Respondents 20 About PwC & Elwood 21 Introduction to Crypto Hedge Fund report In this report we provide an overview of the global crypto hedge fund landscape and offer insights into both quantitative elements (such as liquidity terms, trading of cryptocurrencies and performance) and qualitative aspects, such as best practice with respect to custody and governance. By sharing these insights with the broader crypto industry, our goal is to encourage the adoption of sound practices by market participants as the ecosystem matures. The data contained in this report comes from research that was conducted in Q1 2020 across the largest global crypto hedge funds by assets under management (AuM). This report specifically focuses on crypto hedge funds and excludes data from crypto index/tracking/passive funds and crypto venture capital funds. 3 | 2020 Crypto Hedge Fund Report Key Takeaways: Size of the Market and AuM: Performance and Fees: • We estimate that the total AuM of crypto hedge funds • The median crypto hedge fund returned +30% in 2019 (vs - globally increased to over US$2 billion in 2019 from US$1 46% in 2018). billion the previous year. -
Blockchain and the Creative Industries: Provocation Paper © Ellie Rennie, Jason Potts and Ana Pochesneva, 2019
Provocation Paper Blockchain and the Creative Industries Ellie Rennie, Jason Potts, Ana Pochesneva RMIT Blockchain Innovation Hub November 2019 This provocation paper has been prepared at the request of the Australia Council for the Arts, Screen Australia and the Australian Film, Television and Radio School. Table of contents Executive Summary .................................................................................................................................3 Introduction .................................................................................................................................................4 1 The creative industries today ...........................................................................................................5 1.1 Policy responses to date ..................................................................................................................5 1.2 Challenges facing creative practitioners ................................................................................5 1.2.1 Time factors ......................................................................................................................................6 1.2.2 Business skills ...................................................................................................................................6 1.2.3 Disintermediation ...........................................................................................................................6 1.3 Environment .........................................................................................................................................7 -
Crypto Garage Developed and Executed the Contract of a P2P
April 19, 2019 Crypto Garage, Inc. NEWS RELEASE Crypto Garage Developed and Executed the Contract of a P2P Protocol Based Crypto Asset Derivative Settled in Bitcoin 〜Executed First Derivative Contract with Blockstream〜 Crypto Garage, Inc. (HQ: Tokyo; Representative Director: Masahito Okuma; Crypto Garage), a Fintech company developing blockchain financial services and also a subsidiary of Digital Garage, Inc. (TSE first section: 4819; HQ: Tokyo; Representative Director, President Executive Officer and Group CEO: Kaoru Hayashi; DG) developed a peer-to- peer crypto asset derivative contract protocol and executed a contract based on this protocol on the Bitcoin Blockchain. Blockstream Corporation (HQ: Victoria Canada; CEO: Adam Back; Blockstream), the global leader in blockchain technology and financial cryptography, and Crypto Garage entered into a derivative contract that locks the future Bitcoin price [on a collared basis] in order to hedge the Bitcoin price fluctuation risk against the US dollar. Crypto Garage developed a P2P derivative technology based on the Discreet Log Contracts (https://dci.mit.edu/smart-contracts) that Thaddeus Dryja from MIT Digital Currency Initiatives proposed. This contract is a smart contract applied on the Bitcoin Blockchain and requires the agreement and posting of collateral by both parties. The agreed terms and collateral are defined on the Bitcoin Blockchain. Since settlement is cryptographically secured, this contract minimizes counterparty risk, such as breach of contract and other contract termination events. Contact: Hiroshi Ikemoto, Leo Shiraishi, Corporate Communication Dept., Digital Garage, Inc. Email: [email protected], TEL: +81-3-6367-1101 April 19, 2019 Crypto Garage, Inc. NEWS RELEASE The bitcoin price for the maturity date is determined by the ICE Cryptocurrency Data Feed, as agreed upon by both parties in advance. -
Artificial Intelligence Integrated Blockchain Technology for Decentralized Applications and Smart Contracts
International Journal of Advanced Science and Technology Vol. 29, No.02, (2020), pp. 1023-1031 Artificial Intelligence Integrated Blockchain Technology for Decentralized Applications and Smart Contracts MAAN NAWAF ABBOOD Al-Imam Al-Adham college Abstract In the present period, Blockchain Technology is one of the key regions of research just as execution explicitly in the space of Cryptocurrency. Presently days, various advanced digital forms of money are very conspicuous and shared all through the world in spite of enormous analysis and debates. These cryptographic forms of money incorporate BitCoin, Ethereum, LiteCoin, PeerCoin, GridCoin, PrimeCoin, Ripple, Nxt, DogeCoin, NameCoin, AuroraCoin, Dash, Neo, NEM, PotCoin, TitCoin, Verge, Stellar, VertCoin, Tether, Zcash and numerous others. These blockchain based digital forms of money don't have any middle of the road bank or installment passage to record the log of the transactions. That is the primary reason in light of which numerous nations are not permitting the cryptographic forms of money as legitimate cash transaction. In any case, these blockchain based cryptographic forms of money are extremely celebrated and utilized as a result of colossal security highlights. This manuscript is focusing on the blockchain technology that is directly associated as the application domain of artificial intelligence. Keywords: Artificial Intelligence, AI, AI based Blockchain, Blockchain Security Introduction The blockchain organize is having a square of records in which every single record is related with the dynamic cryptography so every one of the transactions can be scrambled with no likelihood of sniffing or hacking endeavors [1, 2]. In current situation, the blockchain innovation is progressively engaged towards cryptographic forms of money in which the disseminated record is kept up for the transactions [3, 4]. -
A Survey on Volatility Fluctuations in the Decentralized Cryptocurrency Financial Assets
Journal of Risk and Financial Management Review A Survey on Volatility Fluctuations in the Decentralized Cryptocurrency Financial Assets Nikolaos A. Kyriazis Department of Economics, University of Thessaly, 38333 Volos, Greece; [email protected] Abstract: This study is an integrated survey of GARCH methodologies applications on 67 empirical papers that focus on cryptocurrencies. More sophisticated GARCH models are found to better explain the fluctuations in the volatility of cryptocurrencies. The main characteristics and the optimal approaches for modeling returns and volatility of cryptocurrencies are under scrutiny. Moreover, emphasis is placed on interconnectedness and hedging and/or diversifying abilities, measurement of profit-making and risk, efficiency and herding behavior. This leads to fruitful results and sheds light on a broad spectrum of aspects. In-depth analysis is provided of the speculative character of digital currencies and the possibility of improvement of the risk–return trade-off in investors’ portfolios. Overall, it is found that the inclusion of Bitcoin in portfolios with conventional assets could significantly improve the risk–return trade-off of investors’ decisions. Results on whether Bitcoin resembles gold are split. The same is true about whether Bitcoins volatility presents larger reactions to positive or negative shocks. Cryptocurrency markets are found not to be efficient. This study provides a roadmap for researchers and investors as well as authorities. Keywords: decentralized cryptocurrency; Bitcoin; survey; volatility modelling Citation: Kyriazis, Nikolaos A. 2021. A Survey on Volatility Fluctuations in the Decentralized Cryptocurrency Financial Assets. Journal of Risk and 1. Introduction Financial Management 14: 293. The continuing evolution of cryptocurrency markets and exchanges during the last few https://doi.org/10.3390/jrfm years has aroused sparkling interest amid academic researchers, monetary policymakers, 14070293 regulators, investors and the financial press. -
Blockchain-Interoperability.Pdf
Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Interoperability Blockchain Abstract This paper summarizes the initial exploration and findings of the World Bank Group Technology & Innovation Lab, in partnership with the IMF’s Digital Advisory Unit, on blockchain interoperability and some of the related approaches and efforts being carried out by blockchain innovators and other institutions. It covers the use cases and technical approaches of the different blockchain platforms used to exchange information and assets, as well as the experimentation the group conducted in the area of interoperability. The paper further identifies 2 interoperability issues which needs more attention and provides guidance to practitioners. Blockchain Interoperability Working Group: A Team of Technology Practitioners from the World Bank Group Information and Technology Solutions and IMF’s Digital Advisory Unit. Since 2017, the World Bank Group Technology & Innovation Lab has partnered with the IMF’s Digital Advisory Unit to explore blockchain and distributed ledger technology (DLT), including through the Learning Coin Project.1 1 https://www.ft.com/content/1cfb6d46-5d5a-11e9-939a-341f5ada9d40 WBG ITS Technology & Innovation Lab Acknowledgements WBG, Information Technology Solutions Technology and Innovation Lab (ITSTI) Yusuf Karacaoglu, Stela Mocan, Emmanuel Ayanfe Crown, Rachel Alexandra Halsema, Mahesh Chandrahas Karajgi, Han Wang, Raunak Mittal, Mert Ozdag, Ani Popiashvili WBG Information Technology Solutions, Treasury (ITSTR) Peter Z.Y. Zhou WBG Information Technology Solutions, Risk and Compliance (ITSSR) Zhijun William Zhang IBRD Legal Patricia Miranda, Menaka Kalaskar IMF Digital Advisory Herve Tourpe, Soheib Nunhuck, Chitranjan Zaroo This is a Working Paper that describe research in progress by the contributor(s) and are published to elicit comments and to encourage debate. -
Liquidity Or Leakage Plumbing Problems with Cryptocurrencies
Liquidity Or Leakage Plumbing Problems With Cryptocurrencies March 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Liquidity Or Leakage Plumbing Problems With Cryptocurrencies Rodney Greene Quantitative Risk Professional Advisor to Z/Yen Group Bob McDowall Advisor to Cardano Foundation Distributed Futures 1/60 © Z/Yen Group, 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Foreword Liquidity is the probability that an asset can be converted into an expected amount of value within an expected amount of time. Any token claiming to be ‘money’ should be very liquid. Cryptocurrencies often exhibit high price volatility and wide spreads between their buy and sell prices into fiat currencies. In other markets, such high volatility and wide spreads might indicate low liquidity, i.e. it is difficult to turn an asset into cash. Normal price falls do not increase the number of sellers but should increase the number of buyers. A liquidity hole is where price falls do not bring out buyers, but rather generate even more sellers. If cryptocurrencies fail to provide easy liquidity, then they fail as mediums of exchange, one of the principal roles of money. However, there are a number of ways of assembling a cryptocurrency and a number of parameters, such as the timing of trades, the money supply algorithm, and the assembling of blocks, that might be done in better ways to improve liquidity. This research should help policy makers look critically at what’s needed to provide good liquidity with these exciting systems. Michael Parsons FCA Chairman, Cardano Foundation, Distributed Futures 2/60 © Z/Yen Group, 2018 Liquidity Or Leakage - Plumbing Problems With Cryptocurrencies Contents Foreword .............................................................................................................. -
Impossibility of Full Decentralization in Permissionless Blockchains
Impossibility of Full Decentralization in Permissionless Blockchains Yujin Kwon*, Jian Liuy, Minjeong Kim*, Dawn Songy, Yongdae Kim* *KAIST {dbwls8724,mjkim9394,yongdaek}@kaist.ac.kr yUC Berkeley [email protected],[email protected] ABSTRACT between achieving good decentralization in the consensus protocol Bitcoin uses the proof-of-work (PoW) mechanism where nodes earn and not relying on a TTP exists. rewards in return for the use of their computing resources. Although this incentive system has attracted many participants, power has, CCS CONCEPTS at the same time, been significantly biased towards a few nodes, • Security and privacy → Economics of security and privacy; called mining pools. In addition, poor decentralization appears not Distributed systems security; only in PoW-based coins but also in coins that adopt proof-of-stake (PoS) and delegated proof-of-stake (DPoS) mechanisms. KEYWORDS In this paper, we address the issue of centralization in the consen- Blockchain; Consensus Protocol; Decentralization sus protocol. To this end, we first define ¹m; ε; δº-decentralization as a state satisfying that 1) there are at least m participants running 1 INTRODUCTION a node, and 2) the ratio between the total resource power of nodes Traditional currencies have a centralized structure, and thus there run by the richest and the δ-th percentile participants is less than exist several problems such as a single point of failure and corrup- or equal to 1 + ε. Therefore, when m is sufficiently large, and ε and tion. For example, the global financial crisis in 2008 was aggravated δ are 0, ¹m; ε; δº-decentralization represents full decentralization, by the flawed policies of banks that eventually led to many bank which is an ideal state. -
NFT Yearly Report 2020, Fresh from the Oven!
NON-FUNGIBLE TOKENS YEARLY REPORT 2020 FREE EDITION MARKET RESEARCH. TRENDS DECRYPTION. PROJECT REVIEW. EVERYTHING YOU NEED TO KNOW ABOUT THE NFT ECOSYSTEM FOREWORDS The NFT Yearly Report 2020, fresh from the oven! The purpose of this report is to provide an overarching and detailed view of the Non-Fungible Token ecosystem during 2020. The exponential growth within the sector has been particularly impressive, especially given that the Crypto bear market was in full force during most of the early stages of development. There is little doubt that the loyal and tight knit groups who initially evolved around various NFT blockchain projects have since seen the contents of their wallets dramatically increase in value as the ecosystem evolved and NFT projects began to attract more and more outside and mainstream interest. This report is not meant for Non-Fungible experts but to help everyone in or outside the Non- Fungible Tokens ecosystem to better understand what is going on. What is the potential? Why should you care about NFT? 2020 has been an unprecedented year for most of the world's population, with many challenges to face, from a global pandemic and lockdown to political upheavals, riots and not to mention catastrophic natural disasters… we’ve had it all! In stark contrast and perhaps partially due to such turbulent global events, interest and investment in virtual economies and digital assets has boomed, more than ever seen before. Within the Non-Fungible Token ecosystem individual sectors have seen success, Art, Gaming and Digital Assets have all gained remarkable traction during 2020 with this once niche and experimental industry maturing into a force to be reckoned with.