GraphSense - Real-time Insight into Virtual Currency Ecosystems

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GraphSense Real-time Insight into Virtual Currency Ecosystems Bernhard Haslhofer, AIT - Austrian Institute of Technology Austrian Data Forum (ADF) Vienna, 2015-10-04

Transcript of GraphSense - Real-time Insight into Virtual Currency Ecosystems

Page 1: GraphSense - Real-time Insight into Virtual Currency Ecosystems

GraphSenseReal-time Insight into Virtual Currency Ecosystems

Bernhard Haslhofer, AIT - Austrian Institute of Technology Austrian Data Forum (ADF) Vienna, 2015-10-04

Page 2: GraphSense - Real-time Insight into Virtual Currency Ecosystems
Page 3: GraphSense - Real-time Insight into Virtual Currency Ecosystems

Bitcoin Ecosystem• A virtual currency based on a P2P network

• Instant transactions worldwide

• No central authorities and control

• collective transaction management

• collective money issuance

• Public ledger of all transactions (block chain)

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Goals• Build algorithms and tools for gaining insight into

evolving virtual currency transaction graphs

• actor roles

• transaction patterns

• currency unit flows

• network topology

• anomalies

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Approach

Scalable Anomaly Detection Algorithms

(WP3)

Cross Data SourceGraph Construction

(WP2)OpenData

DataStreaming

(WP1)

PrivateData

Large-Scale Distributed Data Processing Platform

Machine Learning andData Mining Libraries

Graph Analytics Frameworks

GraphSense Analytics Dashboard (WP 4)

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Project Key Facts• Duration: 01.09.2015 - 30.08.2017 (24

months)

• Partners:

• AIT - Austrian Institute of Technology

• Braintribe IT Technologies GmbH

• WU Wien - Institute for Information Business

• Funding: FFG - IKT der Zukunft

• Contact: [email protected]


Currency Derivatives...Currency Derivatives: Currency Futures Currency Futures • Currency Futures are contracts specifying a standard volume of a particular currency to be exchanged

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Productivity of Ecosystems Energy is the currency of ecosystem Most energy is reflected back into space or is absorbed by atmosphere Only about.

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ITALY INSIGHT 2016JAN-14 JAN-16 JAN-14 JAN-16 THE CURRENCY PLAY £ $ CHEAPER 22% CHEAPER 12% 834,000 737,000 1.68m 1.09m JAN-14 JAN-16 JAN-14 JAN-16 THE CURRENCY PLAY £ $ CHEAPER

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An Insight into the Key Motivational Influences ...trap.ncirl.ie/3343/1/conorwalsh.pdf · millennials responded positively towards the adoption of digital currency at a much higher

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Insight Report Central Bank Digital Currency …4 Central Bank Digital Currency Policy‑Maker Toolkit Foreword In recent years, central bank digital currency (CBDC) has risen to prominence

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An Insight into Internal Currency Risk Management

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Fresh Water Ecosystems Marine Ecosystems Terrestrial Ecosystems.

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dotlink360 - Georgia Institute of Technology · dotlink360, for helping corporate analysts gain insight into business ecosystems. System enables analysts, investors, and executives

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Essays on Currency Anomalies - univaasa.fi · currency anomalies in the international finance literature, namely currency carry trade and currency momentum: the two currency anomalies

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Your Branded Currency - First Data · Your Branded Currency 2018 Prepaid Consumer Insight Study £41 Average amount spent over the value of the gift card Avg. Spending/Card – 2018

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Insight and Cognitive Ecosystems · with artifacts, and different cognitive ecosystems may well lead reasoners along very different problem solving paths. Participants were filmed

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