SlideShare a Scribd company logo
1 of 21
Congestion and Cascades in Coupled Payment Systems   Fabien Renault 1   Morten L. Bech 2   Walt Beyeler 3 Robert J. Glass 3 Kimmo Soram รค ki 4 1 Banque de France   2 Federal Reserve Bank of New York 3 Sandia National Laboratories 4 ECB ,  Helsinki University of Technology www.soramaki.net Bank of England London, 16 November 2007 The views expressed in this presentation are those of the authors and do not necessarily reflect those of their respective institutions
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Motivation ,[object Object],System-based Interdependencies System System Financial Institution Institution-based Interdependencies System System IT service provider Environmental Interdependencies System System Dealt with in this presentation
[object Object],[object Object],[object Object],Single RTGS model Model description ,[object Object],RTGS $ Core Extended core Smaller $ local players A 3 A 1 A 2 A 5 A 6 A 23 A 21 A 4 A 22 A 20 A i A 97
Single RTGS model Congestion and cascades Reducing liquidity leads to episodes of congestion when queues build, and cascades of settlement activity when incoming payments allow banks to work off queues.  Settlements Instructions Queued instructions High liquidity Settlements Instructions Queued instructions Low liquidity
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Coupled RTGS model Model description RTGS โ‚ฌ Extended core Core Smaller โ‚ฌ local players E 20 E 4 E 21 E 22 E 5 E 23 E 6 E 3 E 1 E 2 E i E 97 RTGS $ Core Extended core Smaller $ local players A 3 A 1 A 2 A 5 A 6 A 23 A 21 A 4 A 22 A 20 A i A 97 E 3 E 1 E 2 A 3 A 2 A 1 FX market
[object Object],[object Object],[object Object],[object Object],Coupled RTGS model Model description RTGS $ Settled โ‚ฌ  transactions RTGS โ‚ฌ Settled $  transactions Local โ‚ฌ  Payment orders Local $ Payment orders PvP Constraint (possibly) $ leg โ‚ฌ  leg FX trades
[object Object],[object Object],[object Object],Correlation between the two RTGS non-PvP case Result of two simulations (low liquidity in both systems and high liquidity in both systems). The observed  settlement rate in both systems is sampled over several โ€œtime windowsโ€ Settlement Rate in RTGS $ Settlement Rate in RTGS โ‚ฌ Period of very high settlement rate in RTGS $  and relatively low settlement rate in RTGS โ‚ฌ
Correlation between the two RTGS PvP case Result of two simulations (low liquidity in both systems and high liquidity in both systems). The observed  settlement rate in both systems is sampled over several โ€œtime windowsโ€ ,[object Object],[object Object],Settlement Rate in RTGS $ Settlement Rate in RTGS โ‚ฌ
Correlation between the two RTGS sum-up High liquidity   (PvP or non-PvP) Correlation: 0.22 (institution-based interdependency) Low liquidity non-PvP Correlation: - 0.02 (none) Low liquidity PvP Correlation: 0.83 (system-based interdependency)
Exposure of Banks in case of  non-PvP Non-PvP Creates Exposure due to Differences in Settlement Times ,[object Object],[object Object],[object Object],time Dollar Bank Euro Bank FX Instruction Arrives D Pays E Pays
Exposures and liquidity Same level of liquidity and no priority for FX payments Exposure of banks selling euros Exposure of banks selling dollars
Prioritizing FX Payments Same level of liquidity and priority for FX payments Exposure of banks selling euros Exposure of banks selling dollars Note big differences in scale
Exposures and liquidity differentials High level of liquidity in RTGS โ‚ฌ Exposure of banks selling euros Exposure of banks selling dollars
Queues: non-PVP  Average queue in dollar RTGS Liquidity Liquidity
Queues: PvP  Liquidity Liquidity Average queue in dollar RTGS
Cascades and Congestion non - PvP Volatility in settlement rate in dollar RTGS Liquidity Liquidity
Cascades and Congestion PvP Liquidity Liquidity Volatility in settlement rate in dollar RTGS
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Upcoming Investigations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

Viewers also liked

Viewers also liked (20)

Financial Cartography for Payments and Markets
Financial Cartography for Payments and MarketsFinancial Cartography for Payments and Markets
Financial Cartography for Payments and Markets
ย 
Adaptive Stress Testing
Adaptive Stress TestingAdaptive Stress Testing
Adaptive Stress Testing
ย 
Illuminating Interconnectedness and Contagion
Illuminating Interconnectedness and ContagionIlluminating Interconnectedness and Contagion
Illuminating Interconnectedness and Contagion
ย 
Financial Cartography - PRMIA Webinar
Financial Cartography - PRMIA WebinarFinancial Cartography - PRMIA Webinar
Financial Cartography - PRMIA Webinar
ย 
Quantitative Oversight of Financial Market Infrastructures
Quantitative Oversight of Financial Market InfrastructuresQuantitative Oversight of Financial Market Infrastructures
Quantitative Oversight of Financial Market Infrastructures
ย 
Financial Cartography at Bogazici University
Financial Cartography at Bogazici UniversityFinancial Cartography at Bogazici University
Financial Cartography at Bogazici University
ย 
Tools for Quantitative Oversight of Market Infrastructures
Tools for Quantitative Oversight of Market InfrastructuresTools for Quantitative Oversight of Market Infrastructures
Tools for Quantitative Oversight of Market Infrastructures
ย 
Global Trends in Large Value Payment Systems
Global Trends in Large Value Payment SystemsGlobal Trends in Large Value Payment Systems
Global Trends in Large Value Payment Systems
ย 
Applications of Network Theory in Finance and Production
Applications of Network Theory in Finance and ProductionApplications of Network Theory in Finance and Production
Applications of Network Theory in Finance and Production
ย 
Global Network of Payment Flows - Presentation at Commerzbank Cash Forum
Global Network of Payment Flows - Presentation at Commerzbank Cash ForumGlobal Network of Payment Flows - Presentation at Commerzbank Cash Forum
Global Network of Payment Flows - Presentation at Commerzbank Cash Forum
ย 
Network Simulations for Business Continuity
Network Simulations for Business ContinuityNetwork Simulations for Business Continuity
Network Simulations for Business Continuity
ย 
Financial Networks III. Centrality and Systemic Importance
Financial Networks III. Centrality and Systemic ImportanceFinancial Networks III. Centrality and Systemic Importance
Financial Networks III. Centrality and Systemic Importance
ย 
Financial Cartography - Center for Financial Research
Financial Cartography - Center for Financial ResearchFinancial Cartography - Center for Financial Research
Financial Cartography - Center for Financial Research
ย 
Mapping Financial Landscapes @ Norges Bank
Mapping Financial Landscapes @ Norges BankMapping Financial Landscapes @ Norges Bank
Mapping Financial Landscapes @ Norges Bank
ย 
Financial Networks IV. Analyzing and Visualizing Exposures
Financial Networks IV. Analyzing and Visualizing ExposuresFinancial Networks IV. Analyzing and Visualizing Exposures
Financial Networks IV. Analyzing and Visualizing Exposures
ย 
Emerging Stress Scenarios
Emerging Stress ScenariosEmerging Stress Scenarios
Emerging Stress Scenarios
ย 
Financial Networks and Cartography
Financial Networks and CartographyFinancial Networks and Cartography
Financial Networks and Cartography
ย 
Financial Networks V - Inferring Links
Financial Networks V - Inferring LinksFinancial Networks V - Inferring Links
Financial Networks V - Inferring Links
ย 
Financial Networks: II. Fundamentals of Network Theory and FNA
Financial Networks: II. Fundamentals of Network Theory and FNAFinancial Networks: II. Fundamentals of Network Theory and FNA
Financial Networks: II. Fundamentals of Network Theory and FNA
ย 
Network View to Market Risk
Network View to Market RiskNetwork View to Market Risk
Network View to Market Risk
ย 

Similar to Congestion and Cascades in Coupled Payment Systems

Preparing for a future of complexity helen lofthouse by-lined article b-wre...
Preparing for a future of complexity   helen lofthouse by-lined article b-wre...Preparing for a future of complexity   helen lofthouse by-lined article b-wre...
Preparing for a future of complexity helen lofthouse by-lined article b-wre...
Keira Ball
ย 
COMPLEMENTARY CURRENCY AND ITS IMPACT ON THE ECONOMY
COMPLEMENTARY CURRENCY AND ITS IMPACT  ON THE ECONOMYCOMPLEMENTARY CURRENCY AND ITS IMPACT  ON THE ECONOMY
COMPLEMENTARY CURRENCY AND ITS IMPACT ON THE ECONOMY
IFLab
ย 
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
OECD_NAEC
ย 

Similar to Congestion and Cascades in Coupled Payment Systems (20)

An agent based model of payment systems - Talk at Norges Bank 24 March 2011
An agent based model of payment systems - Talk at Norges Bank 24 March 2011An agent based model of payment systems - Talk at Norges Bank 24 March 2011
An agent based model of payment systems - Talk at Norges Bank 24 March 2011
ย 
New approaches for payment system simulation research
New approaches for payment system simulation researchNew approaches for payment system simulation research
New approaches for payment system simulation research
ย 
E Payment System Introduction Of Large Value Payment System
E Payment System Introduction Of Large Value Payment SystemE Payment System Introduction Of Large Value Payment System
E Payment System Introduction Of Large Value Payment System
ย 
Ripple - XRP we know how XRP blockchain throughout Whitepaper
Ripple - XRP we know how XRP blockchain throughout WhitepaperRipple - XRP we know how XRP blockchain throughout Whitepaper
Ripple - XRP we know how XRP blockchain throughout Whitepaper
ย 
Is network theory the best hope for regulating systemic risk?
Is network theory the best hope for regulating systemic risk?Is network theory the best hope for regulating systemic risk?
Is network theory the best hope for regulating systemic risk?
ย 
Shunji Kakinaka - Asymmetric volatility dynamics in cryptocurrency markets
Shunji Kakinaka - Asymmetric volatility dynamics in cryptocurrency marketsShunji Kakinaka - Asymmetric volatility dynamics in cryptocurrency markets
Shunji Kakinaka - Asymmetric volatility dynamics in cryptocurrency markets
ย 
Practical implementation of the BCBS Monitoring indicators for intraday liqui...
Practical implementation of the BCBS Monitoring indicators for intraday liqui...Practical implementation of the BCBS Monitoring indicators for intraday liqui...
Practical implementation of the BCBS Monitoring indicators for intraday liqui...
ย 
Preparing for a future of complexity helen lofthouse by-lined article b-wre...
Preparing for a future of complexity   helen lofthouse by-lined article b-wre...Preparing for a future of complexity   helen lofthouse by-lined article b-wre...
Preparing for a future of complexity helen lofthouse by-lined article b-wre...
ย 
Financial Network Analysis - Seminar at IBM Watson Labs 7 April 2011
Financial Network Analysis - Seminar at IBM Watson Labs 7 April 2011Financial Network Analysis - Seminar at IBM Watson Labs 7 April 2011
Financial Network Analysis - Seminar at IBM Watson Labs 7 April 2011
ย 
COMPLEMENTARY CURRENCY AND ITS IMPACT ON THE ECONOMY
COMPLEMENTARY CURRENCY AND ITS IMPACT  ON THE ECONOMYCOMPLEMENTARY CURRENCY AND ITS IMPACT  ON THE ECONOMY
COMPLEMENTARY CURRENCY AND ITS IMPACT ON THE ECONOMY
ย 
Implementing cross border payment, clearing and settlement systems
Implementing cross border payment, clearing and settlement systemsImplementing cross border payment, clearing and settlement systems
Implementing cross border payment, clearing and settlement systems
ย 
Making Lemonade out of Lemons: Squeezing utility from a proof-of-work experiment
Making Lemonade out of Lemons: Squeezing utility from a proof-of-work experimentMaking Lemonade out of Lemons: Squeezing utility from a proof-of-work experiment
Making Lemonade out of Lemons: Squeezing utility from a proof-of-work experiment
ย 
Stellar for payments, money transfer & remittances
Stellar for payments, money transfer & remittancesStellar for payments, money transfer & remittances
Stellar for payments, money transfer & remittances
ย 
Talal Tabbaa - Smart Regulations and Crypto-systemic risk
Talal Tabbaa - Smart Regulations and Crypto-systemic riskTalal Tabbaa - Smart Regulations and Crypto-systemic risk
Talal Tabbaa - Smart Regulations and Crypto-systemic risk
ย 
Public ripple (payment protocol) for blockchain - Anil Nayak
Public ripple (payment protocol) for blockchain - Anil NayakPublic ripple (payment protocol) for blockchain - Anil Nayak
Public ripple (payment protocol) for blockchain - Anil Nayak
ย 
Credit Analogue (2003)
Credit Analogue (2003)Credit Analogue (2003)
Credit Analogue (2003)
ย 
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
2014.05.19 - OECD-ECLAC Workshop_Session 1_Sheri MARKOSE
ย 
Identifying MMORPG Bots: A Traffic Analysis Approach
Identifying MMORPG Bots: A Traffic Analysis ApproachIdentifying MMORPG Bots: A Traffic Analysis Approach
Identifying MMORPG Bots: A Traffic Analysis Approach
ย 
Fx 101 lecture by Marshall Chang
Fx 101 lecture by Marshall ChangFx 101 lecture by Marshall Chang
Fx 101 lecture by Marshall Chang
ย 
Interbank loans, collateral, and monetary policy
Interbank loans, collateral, and monetary policyInterbank loans, collateral, and monetary policy
Interbank loans, collateral, and monetary policy
ย 

More from Kimmo Soramaki

More from Kimmo Soramaki (8)

Applications of Network Theory in Finance
Applications of Network Theory in FinanceApplications of Network Theory in Finance
Applications of Network Theory in Finance
ย 
Financial Cartography
Financial CartographyFinancial Cartography
Financial Cartography
ย 
Network Approaches for Interbank Markets
Network Approaches for Interbank MarketsNetwork Approaches for Interbank Markets
Network Approaches for Interbank Markets
ย 
System shock analysis and complex network effects
System shock analysis and complex network effectsSystem shock analysis and complex network effects
System shock analysis and complex network effects
ย 
Financial Networks VI - Correlation Networks
Financial Networks VI - Correlation NetworksFinancial Networks VI - Correlation Networks
Financial Networks VI - Correlation Networks
ย 
Financial Networks: I. Financial Cartography
Financial Networks: I. Financial CartographyFinancial Networks: I. Financial Cartography
Financial Networks: I. Financial Cartography
ย 
Financial Cartography
Financial CartographyFinancial Cartography
Financial Cartography
ย 
Identifying systemically important banks in payment systems
Identifying systemically important banks in payment systemsIdentifying systemically important banks in payment systems
Identifying systemically important banks in payment systems
ย 

Recently uploaded

VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
dipikadinghjn ( Why You Choose Us? ) Escorts
ย 
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
dipikadinghjn ( Why You Choose Us? ) Escorts
ย 
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
dipikadinghjn ( Why You Choose Us? ) Escorts
ย 
Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432
motiram463
ย 
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธcall girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
9953056974 Low Rate Call Girls In Saket, Delhi NCR
ย 
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
dipikadinghjn ( Why You Choose Us? ) Escorts
ย 
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
dipikadinghjn ( Why You Choose Us? ) Escorts
ย 

Recently uploaded (20)

Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...
ย 
VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
ย 
Mira Road Memorable Call Grls Number-9833754194-Bhayandar Speciallty Call Gir...
Mira Road Memorable Call Grls Number-9833754194-Bhayandar Speciallty Call Gir...Mira Road Memorable Call Grls Number-9833754194-Bhayandar Speciallty Call Gir...
Mira Road Memorable Call Grls Number-9833754194-Bhayandar Speciallty Call Gir...
ย 
Top Rated Pune Call Girls Dighi โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex Servi...
Top Rated  Pune Call Girls Dighi โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex Servi...Top Rated  Pune Call Girls Dighi โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex Servi...
Top Rated Pune Call Girls Dighi โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex Servi...
ย 
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar ๐ŸŒน 9920725232 ( Call Me ) Mumbai ...
ย 
Navi Mumbai Cooperetive Housewife Call Girls-9833754194-Natural Panvel Enjoye...
Navi Mumbai Cooperetive Housewife Call Girls-9833754194-Natural Panvel Enjoye...Navi Mumbai Cooperetive Housewife Call Girls-9833754194-Natural Panvel Enjoye...
Navi Mumbai Cooperetive Housewife Call Girls-9833754194-Natural Panvel Enjoye...
ย 
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Taloja ๐ŸŒน 9920725232 ( Call Me ) Mumbai Escorts ...
ย 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
ย 
7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options
ย 
W.D. Gann Theory Complete Information.pdf
W.D. Gann Theory Complete Information.pdfW.D. Gann Theory Complete Information.pdf
W.D. Gann Theory Complete Information.pdf
ย 
Business Principles, Tools, and Techniques in Participating in Various Types...
Business Principles, Tools, and Techniques  in Participating in Various Types...Business Principles, Tools, and Techniques  in Participating in Various Types...
Business Principles, Tools, and Techniques in Participating in Various Types...
ย 
Bandra High Profile Sexy Call Girls,9833754194-Khar Road Speciality Call Girl...
Bandra High Profile Sexy Call Girls,9833754194-Khar Road Speciality Call Girl...Bandra High Profile Sexy Call Girls,9833754194-Khar Road Speciality Call Girl...
Bandra High Profile Sexy Call Girls,9833754194-Khar Road Speciality Call Girl...
ย 
Vip Call US ๐Ÿ“ž 7738631006 โœ…Call Girls In Sakinaka ( Mumbai )
Vip Call US ๐Ÿ“ž 7738631006 โœ…Call Girls In Sakinaka ( Mumbai )Vip Call US ๐Ÿ“ž 7738631006 โœ…Call Girls In Sakinaka ( Mumbai )
Vip Call US ๐Ÿ“ž 7738631006 โœ…Call Girls In Sakinaka ( Mumbai )
ย 
20240419-SMC-submission-Annual-Superannuation-Performance-Test-โ€“-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-โ€“-design-optio...20240419-SMC-submission-Annual-Superannuation-Performance-Test-โ€“-design-optio...
20240419-SMC-submission-Annual-Superannuation-Performance-Test-โ€“-design-optio...
ย 
Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432
ย 
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธcall girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
call girls in Sant Nagar (DELHI) ๐Ÿ” >เผ’9953056974 ๐Ÿ” genuine Escort Service ๐Ÿ”โœ”๏ธโœ”๏ธ
ย 
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West ๐ŸŒน 9920725232 ( Call Me ) Mumbai Esc...
ย 
Kopar Khairane Russian Call Girls Number-9833754194-Navi Mumbai Fantastic Unl...
Kopar Khairane Russian Call Girls Number-9833754194-Navi Mumbai Fantastic Unl...Kopar Khairane Russian Call Girls Number-9833754194-Navi Mumbai Fantastic Unl...
Kopar Khairane Russian Call Girls Number-9833754194-Navi Mumbai Fantastic Unl...
ย 
Top Rated Pune Call Girls Shikrapur โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex S...
Top Rated  Pune Call Girls Shikrapur โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex S...Top Rated  Pune Call Girls Shikrapur โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex S...
Top Rated Pune Call Girls Shikrapur โŸŸ 6297143586 โŸŸ Call Me For Genuine Sex S...
ย 
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road ๐Ÿ’ง 9920725232 ( Call Me ) Get A New Crush Everyday ...
ย 

Congestion and Cascades in Coupled Payment Systems

  • 1. Congestion and Cascades in Coupled Payment Systems Fabien Renault 1 Morten L. Bech 2 Walt Beyeler 3 Robert J. Glass 3 Kimmo Soram รค ki 4 1 Banque de France 2 Federal Reserve Bank of New York 3 Sandia National Laboratories 4 ECB , Helsinki University of Technology www.soramaki.net Bank of England London, 16 November 2007 The views expressed in this presentation are those of the authors and do not necessarily reflect those of their respective institutions
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Single RTGS model Congestion and cascades Reducing liquidity leads to episodes of congestion when queues build, and cascades of settlement activity when incoming payments allow banks to work off queues. Settlements Instructions Queued instructions High liquidity Settlements Instructions Queued instructions Low liquidity
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. Correlation between the two RTGS sum-up High liquidity (PvP or non-PvP) Correlation: 0.22 (institution-based interdependency) Low liquidity non-PvP Correlation: - 0.02 (none) Low liquidity PvP Correlation: 0.83 (system-based interdependency)
  • 12.
  • 13. Exposures and liquidity Same level of liquidity and no priority for FX payments Exposure of banks selling euros Exposure of banks selling dollars
  • 14. Prioritizing FX Payments Same level of liquidity and priority for FX payments Exposure of banks selling euros Exposure of banks selling dollars Note big differences in scale
  • 15. Exposures and liquidity differentials High level of liquidity in RTGS โ‚ฌ Exposure of banks selling euros Exposure of banks selling dollars
  • 16. Queues: non-PVP Average queue in dollar RTGS Liquidity Liquidity
  • 17. Queues: PvP Liquidity Liquidity Average queue in dollar RTGS
  • 18. Cascades and Congestion non - PvP Volatility in settlement rate in dollar RTGS Liquidity Liquidity
  • 19. Cascades and Congestion PvP Liquidity Liquidity Volatility in settlement rate in dollar RTGS
  • 20.
  • 21.

Editor's Notes

  1. Speaker: Fabien
  2. Speaker: Fabien
  3. Speaker: Fabien
  4. Speaker: Fabien
  5. Speaker: Fabien
  6. Speaker: Robert Lowering liquidity couples processing across banks. Payments loose correlation with input because their timing becomes determined by internal dynamics of the system. NOTE: we would see increasing correlation of payment activity between neighboring banks as correlation with instructions declines. This is akin to reaction function.
  7. Speaker: Fabien
  8. Speaker: Fabien
  9. Speaker: Walter This is the settlement rate for the entire system, not just FX Weโ€™re showing settlement rates in the two systems measured over 1000 small time windows using different networks in each system The systems are correlated only because their response is correlated to the input which is identical in each systemโ€ฆ
  10. Speaker: Walter Note scale change from 25000 for FoP up to 35000 for PvP here Weโ€™re showing settlement rates in the two systems measured over 1000 small time windows using different networks in each system Red arrows points out the correlated high settlement rates (cascades) in each system triggered by PvP payments, there are also corresponding periods of correlated low settlement rates
  11. Speaker: Walter
  12. Speaker: Morten We here show exposures between the โ‚ฌ selling banks and the $ selling banks, when both RTGSs have the same level of liquidity and with a no priority for FX payments. As expected the aggregate exposures increase as liquidity decrease. Whether the euro selling banks or the dollar selling banks are
  13. Speaker: Morten We here show exposures between the โ‚ฌ selling banks and the $ selling banks, when both RTGSs have the same level of liquidity and with a priority for FX payments. In this particular case the priority for FX payments is sufficient to eliminate most of the exposure. Obviously all other types of payments are queued to a higher degree.
  14. Speaker : Morten Here we show exposures between the โ‚ฌ selling and the $ selling banks, when euro liquidity is at the highest level and dollar liquidity varies. The less liquid the dollar system is the higher is the exposure for the banks selling euros because euros are settled quicker than dollars. Whether the euro selling banks or the dollar selling banks are
  15. Speaker: Morten PvP eliminates the FX related exposures but introduces queuing Here, we show the average There are more queuing in the two systems when there is a PvP mechanism except when both systems are super liquid.
  16. Speaker: Morten In the case of non-PvP the degree of cascades and Congestion here measured as the variability of the settlement rate is Decreasing in the liquidity of the system Does not depend on the liquidity of the other system
  17. Speaker: Morten In the case of PvP the degree of cascades and Congestion is higher than non-PvP and the level depends on the liquidity of the other system.
  18. Speaker: Fabien