SlideShare une entreprise Scribd logo
1  sur  12
Télécharger pour lire hors ligne
THE VIEW FROM THE
EXCHANGE
October 6, 2015
MARKET STRUCTURE AND
A HEALTHY TRADING ECOSYSTEM
WHY HFT?
High speed algo trading: confluence of technological progress and regulatory
changes in MiFID I
3
4
Terms like robot
trading, computer
trading, Algoand HFT
are used at random.
The term olgo trading can
be segmented into
traditional automated
trading and High Frequency
Trading
WHAT ARE WE
TALKING ABOUT?
HFT
Algo trading
Total trading
Source: 2009 McCann quantitative and qualitative study with over 200 CFOs and senior executives.
COMMON
FEATURES OF HFT
Arbitrage
trading – HFT is
the electronic
equivalent to day
trading
No
overnight
positions
Proprietary
trading
Computerized high-
speed
micro
seconds
trades
AUTD- accounts
with Order-to-trade
over 10
Based on Nordic list
share trading
HFT is conducted
both by
specialist
firms and by the
traditional
members, including
large banks
5
No standardized
international definition
Still, there are a few common
characteristics
Document Title6
0
0,1
0,2
0,3
0,4
0,5
0,6
2007-06
2007-11
2008-04
2008-09
2009-02
2009-07
2009-12
2010-05
2010-10
2011-03
2011-08
2012-01
2012-06
2012-11
2013-04
2013-09
2014-02
2014-07
2014-12
2015-05
Large Cap
0
0,5
1
1,5
2
2,5
3
2007-06
2007-11
2008-04
2008-09
2009-02
2009-07
2009-12
2010-05
2010-10
2011-03
2011-08
2012-01
2012-06
2012-11
2013-04
2013-09
2014-02
2014-07
2014-12
2015-05
Mid Cap
0
1
2
3
4
5
6
7
2007-06
2007-11
2008-04
2008-09
2009-02
2009-07
2009-12
2010-05
2010-10
2011-03
2011-08
2012-01
2012-06
2012-11
2013-04
2013-09
2014-02
2014-07
2014-12
2015-05
Small Cap
Increased activity
Efficient pricing
= lower cost for investor
Efficient pricing
NASDAQ OMX 7
Smaller orders
Smaller trades
More orders
More trades
More delete messages
Orders/trade ratio up
More information to disseminate
• Less liquidity in the order book
• Harder to execute large orders
 Need to use algorithms
 Dark liquidity pools
 Hybrid order books
 New order types
Latency & capacity in focus
More revenues & more cost
EFFECTS OF HIGH FREQUENCY TRADING
Fragmented liquidity
Better price discovery?
High Frequency Trading
NASDAQ OMX 8
RIGHT AMOUNT
OF HFT?
Avoid HFT by rules,
regulations and fees
Allow HFT with restrictions:
• Order throughput
• Order trade ratios
• Cancellation restrictions
• Penalties / fees if broken
Possibly liquidity provider schemes focusing on HFT flows
Fees not focus to get maximum HFT flows
• All-in to get as
much HFT flow as
possible
• No or very limited
restrictions
• Fees focused to get
HFT flows
• Special liquidity
provider schemes
for HFT
NASDAQ NORDIC’S MEASURES
9
• World class
electronic
surveillance
SMARTS
• Order book
DisciplineOTR Limit
• Prevent un-
intended price
movement
Volatility
Guard
Nasdaq Nordic ahead of the
curve
• Tools and standard procedures
apply to all market participants
on Nasdaq Copenhagen
EU regulation:
• Common rules and guidelines
in all markets
• HFT is pan-European –
measures should be pan-
European
MEASURES
Limit on order to trade ratio to
discipline the order book:
• Introduced 1:250 in July
2011
• Adjusted to 1:100 in
December 2013
• Weight factor: Fee calculation
dependent of order proximity
to BBO.
Volatility Guard (Kursvagt)
Electronic circuit breaker pauses
trading in shares that drop or
increase suddenly and greatly.
For C20 shares deviation limit is
3 pct from last sale price and 10
per cent from opening price.
Provides time-out for the market
to reconsider price direction in
single stocks
Document Title10
SMARTS SURVEILLANCE SYSTEM
MONITORING AND REPLAY CAPABILITIES
SMARTS SURVEILLANCE SYSTEM
MONITORING AND REPLAY CAPABILITIES

Contenu connexe

Tendances

EXTENT-2016: Opening Keynote
EXTENT-2016: Opening Keynote  EXTENT-2016: Opening Keynote
EXTENT-2016: Opening Keynote Iosif Itkin
 
MiFID II: Data for transaction reporting
MiFID II: Data for transaction reportingMiFID II: Data for transaction reporting
MiFID II: Data for transaction reportingLeigh Hill
 
Your MiFID II Solutions & Services Guide
Your MiFID II Solutions & Services GuideYour MiFID II Solutions & Services Guide
Your MiFID II Solutions & Services GuideConor Coughlan
 
MiFID II Compliance Solution from Corvil
MiFID II Compliance Solution from CorvilMiFID II Compliance Solution from Corvil
MiFID II Compliance Solution from CorvilCorvil
 
The rise of fin tech presentation
The rise of fin tech presentationThe rise of fin tech presentation
The rise of fin tech presentationBovill
 
MiFID_MARS_Traing_PPTT_v1.0
MiFID_MARS_Traing_PPTT_v1.0MiFID_MARS_Traing_PPTT_v1.0
MiFID_MARS_Traing_PPTT_v1.0Shashank Kumar
 
MiFID II: Data for transparency
MiFID II: Data for transparencyMiFID II: Data for transparency
MiFID II: Data for transparencyLeigh Hill
 
CH&Cie - MiFID II - CIB - Teaser
CH&Cie - MiFID II - CIB - TeaserCH&Cie - MiFID II - CIB - Teaser
CH&Cie - MiFID II - CIB - TeaserStephanie Baruk
 
The impact of MiFID II on your OTC derivatives trading business
The impact of MiFID II on your OTC derivatives trading businessThe impact of MiFID II on your OTC derivatives trading business
The impact of MiFID II on your OTC derivatives trading businessTom White
 
MiFID II - investor protection - Bovill briefing feb 15
MiFID II - investor protection - Bovill briefing feb 15MiFID II - investor protection - Bovill briefing feb 15
MiFID II - investor protection - Bovill briefing feb 15Bovill
 
Getting Ready for MiFID II
Getting Ready for MiFID II Getting Ready for MiFID II
Getting Ready for MiFID II corfinancial
 
Application design for MiFID II-compliant operations
Application design for MiFID II-compliant operationsApplication design for MiFID II-compliant operations
Application design for MiFID II-compliant operationsLászló Árvai
 
Meeting the data management challenges of MiFID II
Meeting the data management challenges of MiFID IIMeeting the data management challenges of MiFID II
Meeting the data management challenges of MiFID IILeigh Hill
 
AIFMD and MiFID II
AIFMD and MiFID IIAIFMD and MiFID II
AIFMD and MiFID IIBovill
 
Financial Conduct Authority_Developing our approach to implementing MiFID II ...
Financial Conduct Authority_Developing our approach to implementing MiFID II ...Financial Conduct Authority_Developing our approach to implementing MiFID II ...
Financial Conduct Authority_Developing our approach to implementing MiFID II ...Oliver Blower
 
MiFID II- Client issues presentation Leeds
MiFID II- Client issues presentation LeedsMiFID II- Client issues presentation Leeds
MiFID II- Client issues presentation LeedsBovill
 
MiFID II: Data for best execution
MiFID II: Data for best executionMiFID II: Data for best execution
MiFID II: Data for best executionLeigh Hill
 
Bovill Briefing Introducing MiFID II September 2014
Bovill Briefing Introducing MiFID II September 2014Bovill Briefing Introducing MiFID II September 2014
Bovill Briefing Introducing MiFID II September 2014Bovill
 

Tendances (20)

EXTENT-2016: Opening Keynote
EXTENT-2016: Opening Keynote  EXTENT-2016: Opening Keynote
EXTENT-2016: Opening Keynote
 
MiFID II: Data for transaction reporting
MiFID II: Data for transaction reportingMiFID II: Data for transaction reporting
MiFID II: Data for transaction reporting
 
Your MiFID II Solutions & Services Guide
Your MiFID II Solutions & Services GuideYour MiFID II Solutions & Services Guide
Your MiFID II Solutions & Services Guide
 
MiFID II Compliance Solution from Corvil
MiFID II Compliance Solution from CorvilMiFID II Compliance Solution from Corvil
MiFID II Compliance Solution from Corvil
 
The rise of fin tech presentation
The rise of fin tech presentationThe rise of fin tech presentation
The rise of fin tech presentation
 
MiFID_MARS_Traing_PPTT_v1.0
MiFID_MARS_Traing_PPTT_v1.0MiFID_MARS_Traing_PPTT_v1.0
MiFID_MARS_Traing_PPTT_v1.0
 
MiFID II Report
MiFID II ReportMiFID II Report
MiFID II Report
 
MiFID II: Data for transparency
MiFID II: Data for transparencyMiFID II: Data for transparency
MiFID II: Data for transparency
 
CH&Cie - MiFID II - CIB - Teaser
CH&Cie - MiFID II - CIB - TeaserCH&Cie - MiFID II - CIB - Teaser
CH&Cie - MiFID II - CIB - Teaser
 
The impact of MiFID II on your OTC derivatives trading business
The impact of MiFID II on your OTC derivatives trading businessThe impact of MiFID II on your OTC derivatives trading business
The impact of MiFID II on your OTC derivatives trading business
 
MIFID 2
MIFID 2MIFID 2
MIFID 2
 
MiFID II - investor protection - Bovill briefing feb 15
MiFID II - investor protection - Bovill briefing feb 15MiFID II - investor protection - Bovill briefing feb 15
MiFID II - investor protection - Bovill briefing feb 15
 
Getting Ready for MiFID II
Getting Ready for MiFID II Getting Ready for MiFID II
Getting Ready for MiFID II
 
Application design for MiFID II-compliant operations
Application design for MiFID II-compliant operationsApplication design for MiFID II-compliant operations
Application design for MiFID II-compliant operations
 
Meeting the data management challenges of MiFID II
Meeting the data management challenges of MiFID IIMeeting the data management challenges of MiFID II
Meeting the data management challenges of MiFID II
 
AIFMD and MiFID II
AIFMD and MiFID IIAIFMD and MiFID II
AIFMD and MiFID II
 
Financial Conduct Authority_Developing our approach to implementing MiFID II ...
Financial Conduct Authority_Developing our approach to implementing MiFID II ...Financial Conduct Authority_Developing our approach to implementing MiFID II ...
Financial Conduct Authority_Developing our approach to implementing MiFID II ...
 
MiFID II- Client issues presentation Leeds
MiFID II- Client issues presentation LeedsMiFID II- Client issues presentation Leeds
MiFID II- Client issues presentation Leeds
 
MiFID II: Data for best execution
MiFID II: Data for best executionMiFID II: Data for best execution
MiFID II: Data for best execution
 
Bovill Briefing Introducing MiFID II September 2014
Bovill Briefing Introducing MiFID II September 2014Bovill Briefing Introducing MiFID II September 2014
Bovill Briefing Introducing MiFID II September 2014
 

Similaire à The View From The Exchange on High-Frequency Trading (Bjørn Sibbern)

Electronic Trading: A Primer
Electronic Trading: A PrimerElectronic Trading: A Primer
Electronic Trading: A PrimerManagedFunds
 
EU Regulation Exocet
EU Regulation ExocetEU Regulation Exocet
EU Regulation Exocetsteveholmesjy
 
European market infrastructure regulation (emir) - Quick Overview
European market infrastructure regulation (emir) - Quick OverviewEuropean market infrastructure regulation (emir) - Quick Overview
European market infrastructure regulation (emir) - Quick OverviewAbdulla Pathan - TOGAF
 
Deloitte - Incentive regulation to promote investments in new networks
Deloitte - Incentive regulation to promote investments in new networksDeloitte - Incentive regulation to promote investments in new networks
Deloitte - Incentive regulation to promote investments in new networksEric Delannoy
 
EU Regulation Exchange presentation, March 2014
EU Regulation Exchange presentation, March 2014EU Regulation Exchange presentation, March 2014
EU Regulation Exchange presentation, March 2014Matthew Argent
 
Regulation for the Energy Union- Implement and update by Bente Hagem
Regulation for the Energy Union- Implement and update by Bente HagemRegulation for the Energy Union- Implement and update by Bente Hagem
Regulation for the Energy Union- Implement and update by Bente HagemENTSO-E
 
High frequency trading
High frequency tradingHigh frequency trading
High frequency tradingŞaban Dalaman
 
EU regulation exocet presentation May 2013
EU regulation exocet presentation May 2013EU regulation exocet presentation May 2013
EU regulation exocet presentation May 2013Matthew Argent
 
FinfraG: Opportunities & Challenges for Global Trading Platforms
FinfraG: Opportunities & Challenges for Global Trading PlatformsFinfraG: Opportunities & Challenges for Global Trading Platforms
FinfraG: Opportunities & Challenges for Global Trading PlatformsCognizant
 
FinSec Consulting Introduction
FinSec Consulting IntroductionFinSec Consulting Introduction
FinSec Consulting IntroductionStuart Egerton
 
FSClub CAS-WG Plenary, July 2012
FSClub CAS-WG Plenary, July 2012FSClub CAS-WG Plenary, July 2012
FSClub CAS-WG Plenary, July 2012Chris Skinner
 
High Frequency Trading Forum 2011
High Frequency Trading Forum 2011High Frequency Trading Forum 2011
High Frequency Trading Forum 2011Lisa Krow
 
High Frequency Trading and DeFi
High Frequency Trading and DeFiHigh Frequency Trading and DeFi
High Frequency Trading and DeFiJesus Rodriguez
 
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...intotheblock
 
MiFID Update, David Doyle, july2010
MiFID Update, David Doyle, july2010MiFID Update, David Doyle, july2010
MiFID Update, David Doyle, july2010Chris Skinner
 
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...DerivSource
 
June-2014-Webinar_High-Frequency-Trading
June-2014-Webinar_High-Frequency-TradingJune-2014-Webinar_High-Frequency-Trading
June-2014-Webinar_High-Frequency-TradingCorey Schier
 

Similaire à The View From The Exchange on High-Frequency Trading (Bjørn Sibbern) (20)

Electronic Trading: A Primer
Electronic Trading: A PrimerElectronic Trading: A Primer
Electronic Trading: A Primer
 
MiFID 2
MiFID 2MiFID 2
MiFID 2
 
EU Regulation Exocet
EU Regulation ExocetEU Regulation Exocet
EU Regulation Exocet
 
European market infrastructure regulation (emir) - Quick Overview
European market infrastructure regulation (emir) - Quick OverviewEuropean market infrastructure regulation (emir) - Quick Overview
European market infrastructure regulation (emir) - Quick Overview
 
Deloitte - Incentive regulation to promote investments in new networks
Deloitte - Incentive regulation to promote investments in new networksDeloitte - Incentive regulation to promote investments in new networks
Deloitte - Incentive regulation to promote investments in new networks
 
EU Regulation Exchange presentation, March 2014
EU Regulation Exchange presentation, March 2014EU Regulation Exchange presentation, March 2014
EU Regulation Exchange presentation, March 2014
 
Digital Trade Roadmap
Digital Trade RoadmapDigital Trade Roadmap
Digital Trade Roadmap
 
Guide to OTC Activities
Guide to OTC ActivitiesGuide to OTC Activities
Guide to OTC Activities
 
Regulation for the Energy Union- Implement and update by Bente Hagem
Regulation for the Energy Union- Implement and update by Bente HagemRegulation for the Energy Union- Implement and update by Bente Hagem
Regulation for the Energy Union- Implement and update by Bente Hagem
 
High frequency trading
High frequency tradingHigh frequency trading
High frequency trading
 
EU regulation exocet presentation May 2013
EU regulation exocet presentation May 2013EU regulation exocet presentation May 2013
EU regulation exocet presentation May 2013
 
FinfraG: Opportunities & Challenges for Global Trading Platforms
FinfraG: Opportunities & Challenges for Global Trading PlatformsFinfraG: Opportunities & Challenges for Global Trading Platforms
FinfraG: Opportunities & Challenges for Global Trading Platforms
 
FinSec Consulting Introduction
FinSec Consulting IntroductionFinSec Consulting Introduction
FinSec Consulting Introduction
 
FSClub CAS-WG Plenary, July 2012
FSClub CAS-WG Plenary, July 2012FSClub CAS-WG Plenary, July 2012
FSClub CAS-WG Plenary, July 2012
 
High Frequency Trading Forum 2011
High Frequency Trading Forum 2011High Frequency Trading Forum 2011
High Frequency Trading Forum 2011
 
High Frequency Trading and DeFi
High Frequency Trading and DeFiHigh Frequency Trading and DeFi
High Frequency Trading and DeFi
 
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...
High Frequency Trading and DeFi: Ideas, Strategies, Building Blocks and Thing...
 
MiFID Update, David Doyle, july2010
MiFID Update, David Doyle, july2010MiFID Update, David Doyle, july2010
MiFID Update, David Doyle, july2010
 
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...
OTC Derivatives: Evaluating the Impact of New Regulation in Europe, Thomas He...
 
June-2014-Webinar_High-Frequency-Trading
June-2014-Webinar_High-Frequency-TradingJune-2014-Webinar_High-Frequency-Trading
June-2014-Webinar_High-Frequency-Trading
 

Plus de CBS Competitiveness Platform

Technolog driven and Strategic Use of Big Data to sell security
Technolog driven and Strategic Use of Big Data to sell securityTechnolog driven and Strategic Use of Big Data to sell security
Technolog driven and Strategic Use of Big Data to sell securityCBS Competitiveness Platform
 
Fra Big Data Til Big Business - opdagelsesrejse formiddag
Fra Big Data Til Big Business  - opdagelsesrejse formiddagFra Big Data Til Big Business  - opdagelsesrejse formiddag
Fra Big Data Til Big Business - opdagelsesrejse formiddagCBS Competitiveness Platform
 
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016CBS Competitiveness Platform
 
Human Capital - Closing the Gap - CBS Competitiveness Day 2016
Human Capital - Closing the Gap - CBS Competitiveness Day 2016Human Capital - Closing the Gap - CBS Competitiveness Day 2016
Human Capital - Closing the Gap - CBS Competitiveness Day 2016CBS Competitiveness Platform
 
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016CBS Competitiveness Platform
 
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...CBS Competitiveness Platform
 
New Frontiers of Innovation - CBS Competitiveness Day 2016
New Frontiers of Innovation - CBS Competitiveness Day 2016New Frontiers of Innovation - CBS Competitiveness Day 2016
New Frontiers of Innovation - CBS Competitiveness Day 2016CBS Competitiveness Platform
 
Fra Big Data til Big Business - CBS Competitiveness Day 2016
Fra Big Data til Big Business - CBS Competitiveness Day 2016Fra Big Data til Big Business - CBS Competitiveness Day 2016
Fra Big Data til Big Business - CBS Competitiveness Day 2016CBS Competitiveness Platform
 
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft Hald
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft HaldSupply Chain som Værdiskaber - Associate Professor Kim Sundtoft Hald
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft HaldCBS Competitiveness Platform
 
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...CBS Competitiveness Platform
 
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)CBS Competitiveness Platform
 
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)CBS Competitiveness Platform
 
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)Implications of MIFIDII - The Regulator’s View (Alberto Garcia)
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)CBS Competitiveness Platform
 
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)CBS Competitiveness Platform
 
IoT and Big data: connectivity and the internet of everything. Theme: Core te...
IoT and Big data: connectivity and the internet of everything. Theme: Core te...IoT and Big data: connectivity and the internet of everything. Theme: Core te...
IoT and Big data: connectivity and the internet of everything. Theme: Core te...CBS Competitiveness Platform
 
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...CBS Competitiveness Platform
 
Book launch - Challenging Customers: Driving Competitiveness through Customer...
Book launch - Challenging Customers: Driving Competitiveness through Customer...Book launch - Challenging Customers: Driving Competitiveness through Customer...
Book launch - Challenging Customers: Driving Competitiveness through Customer...CBS Competitiveness Platform
 
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)CBS Competitiveness Platform
 

Plus de CBS Competitiveness Platform (20)

Technolog driven and Strategic Use of Big Data to sell security
Technolog driven and Strategic Use of Big Data to sell securityTechnolog driven and Strategic Use of Big Data to sell security
Technolog driven and Strategic Use of Big Data to sell security
 
Fra Big Data Til Big Business - opdagelsesrejse formiddag
Fra Big Data Til Big Business  - opdagelsesrejse formiddagFra Big Data Til Big Business  - opdagelsesrejse formiddag
Fra Big Data Til Big Business - opdagelsesrejse formiddag
 
IoT Denmark
IoT DenmarkIoT Denmark
IoT Denmark
 
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016
DataProfit - Fra Big Data til Big Business - CBS Competitiveness Day 2016
 
Human Capital - Closing the Gap - CBS Competitiveness Day 2016
Human Capital - Closing the Gap - CBS Competitiveness Day 2016Human Capital - Closing the Gap - CBS Competitiveness Day 2016
Human Capital - Closing the Gap - CBS Competitiveness Day 2016
 
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016
Human Capital - Bringing in International Talent - CBS Competitiveness Day 2016
 
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...
What catches the eye of the consumer (Eye-tracking) - CBS Competitiveness Day...
 
New Frontiers of Innovation - CBS Competitiveness Day 2016
New Frontiers of Innovation - CBS Competitiveness Day 2016New Frontiers of Innovation - CBS Competitiveness Day 2016
New Frontiers of Innovation - CBS Competitiveness Day 2016
 
Fra Big Data til Big Business - CBS Competitiveness Day 2016
Fra Big Data til Big Business - CBS Competitiveness Day 2016Fra Big Data til Big Business - CBS Competitiveness Day 2016
Fra Big Data til Big Business - CBS Competitiveness Day 2016
 
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft Hald
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft HaldSupply Chain som Værdiskaber - Associate Professor Kim Sundtoft Hald
Supply Chain som Værdiskaber - Associate Professor Kim Sundtoft Hald
 
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...
Too Fast Too Furious Need for Speed (High-Frequency Trading) Antidote (Tommi ...
 
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)
Simulating HFT for Low-Latency Investors - The Investor’s View (Robert Almgren)
 
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)
High-Frequency Trading in Scandinavia - The Academic’s View (Björn Hagströmer)
 
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)Implications of MIFIDII - The Regulator’s View (Alberto Garcia)
Implications of MIFIDII - The Regulator’s View (Alberto Garcia)
 
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)
CBS Servitization Project (Juliana Hsuan, Thomas Frandsen & Jawwad Raja)
 
IoT and Big data: connectivity and the internet of everything. Theme: Core te...
IoT and Big data: connectivity and the internet of everything. Theme: Core te...IoT and Big data: connectivity and the internet of everything. Theme: Core te...
IoT and Big data: connectivity and the internet of everything. Theme: Core te...
 
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...
Profitabel toplinjevækst gennem mer- og krydssalg: Sådan analyserer du potent...
 
Book launch - Challenging Customers: Driving Competitiveness through Customer...
Book launch - Challenging Customers: Driving Competitiveness through Customer...Book launch - Challenging Customers: Driving Competitiveness through Customer...
Book launch - Challenging Customers: Driving Competitiveness through Customer...
 
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)
Gender Roles and Board Dynamics in a Competitive Environment (Louise Mors)
 
High-Frequency Trading (Christian Borch)
High-Frequency Trading (Christian Borch)High-Frequency Trading (Christian Borch)
High-Frequency Trading (Christian Borch)
 

Dernier

7 steps to achieve financial freedom.pdf
7 steps to achieve financial freedom.pdf7 steps to achieve financial freedom.pdf
7 steps to achieve financial freedom.pdfthemoneyacademy07
 
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...priyasharma62062
 
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...batoole333
 
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...priyasharma62062
 
Test bank for advanced assessment interpreting findings and formulating diffe...
Test bank for advanced assessment interpreting findings and formulating diffe...Test bank for advanced assessment interpreting findings and formulating diffe...
Test bank for advanced assessment interpreting findings and formulating diffe...robinsonayot
 
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...kajalverma014
 
logistics industry development power point ppt.pdf
logistics industry development power point ppt.pdflogistics industry development power point ppt.pdf
logistics industry development power point ppt.pdfSalimullah13
 
Technology industry / Finnish economic outlook
Technology industry / Finnish economic outlookTechnology industry / Finnish economic outlook
Technology industry / Finnish economic outlookTechFinland
 
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai MultipleDubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiplekojalpk89
 
7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator OptionsVince Stanzione
 
Q1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdfQ1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdfAdnet Communications
 
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.In Sharjah ௵(+971)558539980 *_௵abortion pills now available.
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.hyt3577
 
GIFT City Overview India's Gateway to Global Finance
GIFT City Overview  India's Gateway to Global FinanceGIFT City Overview  India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global FinanceGaurav Kanudawala
 
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...rightmanforbloodline
 
Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumFinTech Belgium
 
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budgetCall Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budgetSareena Khatun
 
Thane Call Girls , 07506202331 Kalyan Call Girls
Thane Call Girls , 07506202331 Kalyan Call GirlsThane Call Girls , 07506202331 Kalyan Call Girls
Thane Call Girls , 07506202331 Kalyan Call GirlsPriya Reddy
 
Strategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate PresentationStrategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate PresentationAdnet Communications
 
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...kajal
 

Dernier (20)

7 steps to achieve financial freedom.pdf
7 steps to achieve financial freedom.pdf7 steps to achieve financial freedom.pdf
7 steps to achieve financial freedom.pdf
 
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...
CBD Belapur((Thane)) Charming Call Girls📞❤9833754194 Kamothe Beautiful Call G...
 
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
Certified Kala Jadu, Black magic specialist in Rawalpindi and Bangali Amil ba...
 
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
 
Test bank for advanced assessment interpreting findings and formulating diffe...
Test bank for advanced assessment interpreting findings and formulating diffe...Test bank for advanced assessment interpreting findings and formulating diffe...
Test bank for advanced assessment interpreting findings and formulating diffe...
 
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
Female Escorts Service in Hyderabad Starting with 5000/- for Savita Escorts S...
 
logistics industry development power point ppt.pdf
logistics industry development power point ppt.pdflogistics industry development power point ppt.pdf
logistics industry development power point ppt.pdf
 
Technology industry / Finnish economic outlook
Technology industry / Finnish economic outlookTechnology industry / Finnish economic outlook
Technology industry / Finnish economic outlook
 
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai MultipleDubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
 
7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options
 
Q1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdfQ1 2024 Conference Call Presentation vF.pdf
Q1 2024 Conference Call Presentation vF.pdf
 
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.In Sharjah ௵(+971)558539980 *_௵abortion pills now available.
In Sharjah ௵(+971)558539980 *_௵abortion pills now available.
 
GIFT City Overview India's Gateway to Global Finance
GIFT City Overview  India's Gateway to Global FinanceGIFT City Overview  India's Gateway to Global Finance
GIFT City Overview India's Gateway to Global Finance
 
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
Solution Manual For Financial Statement Analysis, 13th Edition By Charles H. ...
 
Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech Belgium
 
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budgetCall Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
 
Thane Call Girls , 07506202331 Kalyan Call Girls
Thane Call Girls , 07506202331 Kalyan Call GirlsThane Call Girls , 07506202331 Kalyan Call Girls
Thane Call Girls , 07506202331 Kalyan Call Girls
 
Strategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate PresentationStrategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate Presentation
 
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
 
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
 

The View From The Exchange on High-Frequency Trading (Bjørn Sibbern)

  • 1. THE VIEW FROM THE EXCHANGE October 6, 2015
  • 2. MARKET STRUCTURE AND A HEALTHY TRADING ECOSYSTEM
  • 3. WHY HFT? High speed algo trading: confluence of technological progress and regulatory changes in MiFID I 3
  • 4. 4 Terms like robot trading, computer trading, Algoand HFT are used at random. The term olgo trading can be segmented into traditional automated trading and High Frequency Trading WHAT ARE WE TALKING ABOUT? HFT Algo trading Total trading
  • 5. Source: 2009 McCann quantitative and qualitative study with over 200 CFOs and senior executives. COMMON FEATURES OF HFT Arbitrage trading – HFT is the electronic equivalent to day trading No overnight positions Proprietary trading Computerized high- speed micro seconds trades AUTD- accounts with Order-to-trade over 10 Based on Nordic list share trading HFT is conducted both by specialist firms and by the traditional members, including large banks 5 No standardized international definition Still, there are a few common characteristics
  • 6. Document Title6 0 0,1 0,2 0,3 0,4 0,5 0,6 2007-06 2007-11 2008-04 2008-09 2009-02 2009-07 2009-12 2010-05 2010-10 2011-03 2011-08 2012-01 2012-06 2012-11 2013-04 2013-09 2014-02 2014-07 2014-12 2015-05 Large Cap 0 0,5 1 1,5 2 2,5 3 2007-06 2007-11 2008-04 2008-09 2009-02 2009-07 2009-12 2010-05 2010-10 2011-03 2011-08 2012-01 2012-06 2012-11 2013-04 2013-09 2014-02 2014-07 2014-12 2015-05 Mid Cap 0 1 2 3 4 5 6 7 2007-06 2007-11 2008-04 2008-09 2009-02 2009-07 2009-12 2010-05 2010-10 2011-03 2011-08 2012-01 2012-06 2012-11 2013-04 2013-09 2014-02 2014-07 2014-12 2015-05 Small Cap Increased activity Efficient pricing = lower cost for investor Efficient pricing
  • 7. NASDAQ OMX 7 Smaller orders Smaller trades More orders More trades More delete messages Orders/trade ratio up More information to disseminate • Less liquidity in the order book • Harder to execute large orders  Need to use algorithms  Dark liquidity pools  Hybrid order books  New order types Latency & capacity in focus More revenues & more cost EFFECTS OF HIGH FREQUENCY TRADING Fragmented liquidity Better price discovery? High Frequency Trading
  • 8. NASDAQ OMX 8 RIGHT AMOUNT OF HFT? Avoid HFT by rules, regulations and fees Allow HFT with restrictions: • Order throughput • Order trade ratios • Cancellation restrictions • Penalties / fees if broken Possibly liquidity provider schemes focusing on HFT flows Fees not focus to get maximum HFT flows • All-in to get as much HFT flow as possible • No or very limited restrictions • Fees focused to get HFT flows • Special liquidity provider schemes for HFT
  • 9. NASDAQ NORDIC’S MEASURES 9 • World class electronic surveillance SMARTS • Order book DisciplineOTR Limit • Prevent un- intended price movement Volatility Guard Nasdaq Nordic ahead of the curve • Tools and standard procedures apply to all market participants on Nasdaq Copenhagen EU regulation: • Common rules and guidelines in all markets • HFT is pan-European – measures should be pan- European
  • 10. MEASURES Limit on order to trade ratio to discipline the order book: • Introduced 1:250 in July 2011 • Adjusted to 1:100 in December 2013 • Weight factor: Fee calculation dependent of order proximity to BBO. Volatility Guard (Kursvagt) Electronic circuit breaker pauses trading in shares that drop or increase suddenly and greatly. For C20 shares deviation limit is 3 pct from last sale price and 10 per cent from opening price. Provides time-out for the market to reconsider price direction in single stocks Document Title10
  • 11. SMARTS SURVEILLANCE SYSTEM MONITORING AND REPLAY CAPABILITIES
  • 12. SMARTS SURVEILLANCE SYSTEM MONITORING AND REPLAY CAPABILITIES