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Efficient risk control —
challenges and
techniques.
ARQA's case study
Vladimir Kurlyandchik
director, business development
FLASH CRASH
Introduction
1
$31.7 mln $100 mln $440 mln
201220132013
May 2010
Typical risk models
2
For equities:
 counterparty limits
 size of order
 frequency of orders (in some cases)
For derivatives:
 fixed amount of dollars (rubles, euros) per contract including options
For FX:
 full prefunding for corporates
 leverage 1:100 and higher for private investors
For bonds:
 counterparty limits
Client needs
3
Private investor: One account to trade any asset type
HFT client: Different types of arbitrage strategies
Institutional client: Effective risk management
Gap reasons
4
 Trading platform fragmentation — broker uses different platforms for different
asset types and exchanges
 Risk control works as defense against fear
 Risk management department is not a business but a support unit of sell-side
company
 Latency reasons — people don’t want to affect latency by complex risk checks
How to solve the problem?
5
Level 1 Changing the attitude to risk management
Level 2 Clear understanding of client groups (trading patterns and
requirements)
Level 3 Easily adapted risk management solution architecture
Level 4 Quality of implementation of risk management solution
ARQA approach
6
ARQA approach
7
 In all asset types
 In any currency
 For different settlement dates
 Flexible rules of calculation
Position
ARQA approach
8
 Different sources:
• trading venues (LSE, LSE derivatives, Turquoise, CME, Eurex, EBS ICAP,
WSE, MOEX)
• market data vendors (Thomson Reuters, SunGard, S&P Capital IQ)
• FX liquidity pools
 As fast as possible
Market Data
ARQA approach
9
 Full prefunding
 Several margin trading models (one leverage for all assets, different discounts for
different assets, etc.)
 Classical prop-trading limits (limit on short, long, net in a particular asset)
 Netting opposite positions in correlated instruments (stock against single stock
futures, currency pair against corresponding futures, local stock against GDR)
 SPAN-like methodology
RISQ models
ARQA approach
10
 Flat fee
 Fixed amount of money per contract
 Commission scale
 Minimum and maximum commission amount
Pre-trade and post-trade calculating
Fees
ARQA approach
11
Multi-currency
 Multi-currency support
 Different scenarios
 Business advantages for different client groups
 Full risk control
ARQA approach
12
RISQ terminal
Main tasks
 show real-time position from different angles
 show real-time information about risk parameters for client position
 what-if calculators
Automate some procedures
 margin calls
 position termination
 obligation rollover
Infrastructure cases
13
Example 1: Servicing retail clients
Gateways
Replicator
End clients
RISQ/EMS
server 1
RISQ/EMS
server 2
End clients
Gateways
Exchanges
Infrastructure cases
14
Example 2: Servicing HFT client
Black box
RISQ server
Transactions
RISQ filter module
Yes/No Exchange
Drop copy
Gateway
Infrastructure cases
15
Example 2: Servicing HFT client
Black box
RISQ server
QUIK KillSwitch
Yes/No
Exchange
Gateway
Trigger exchange KillSwitch
Infrastructure cases
16
Example 3: Extending existing
infrastructure by advanced risk checks
End clients
Broker’s EMS
RISQ server
FIX
adapter
FIX
order router
Exchange
Gateway
Transactions
Drop copy
Numbers
17
Capacity
 Number of positions – 2 million
 Number of orders – 30 million
 Number of trades – 2 million
Latency
 RISQ server, margining on stocks with discounts – 1 ms per transaction
 RISQ server portfolio margining – 2-3 ms per transaction
 FIXPreTrade RISQ filter for Windows, any model – 100 mcs
 FIXPreTrade RISQ filter for Linux (tcp off load), any model – 30 mcs
Development and testing
18
 Dedicated business analysis staff
 Enrichment of internal expertize by internal and external seminars
 Cooperation of inside development team and technical support
 Delivery new versions for testing with special cases from developers and analysts
 Specially developed environment to run automated tests
 Investigations of new releases before go live dates
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EXTENT-2015: Efficient Risk Control - Challenges & Techniques

  • 1. Efficient risk control — challenges and techniques. ARQA's case study Vladimir Kurlyandchik director, business development
  • 2. FLASH CRASH Introduction 1 $31.7 mln $100 mln $440 mln 201220132013 May 2010
  • 3. Typical risk models 2 For equities:  counterparty limits  size of order  frequency of orders (in some cases) For derivatives:  fixed amount of dollars (rubles, euros) per contract including options For FX:  full prefunding for corporates  leverage 1:100 and higher for private investors For bonds:  counterparty limits
  • 4. Client needs 3 Private investor: One account to trade any asset type HFT client: Different types of arbitrage strategies Institutional client: Effective risk management
  • 5. Gap reasons 4  Trading platform fragmentation — broker uses different platforms for different asset types and exchanges  Risk control works as defense against fear  Risk management department is not a business but a support unit of sell-side company  Latency reasons — people don’t want to affect latency by complex risk checks
  • 6. How to solve the problem? 5 Level 1 Changing the attitude to risk management Level 2 Clear understanding of client groups (trading patterns and requirements) Level 3 Easily adapted risk management solution architecture Level 4 Quality of implementation of risk management solution
  • 8. ARQA approach 7  In all asset types  In any currency  For different settlement dates  Flexible rules of calculation Position
  • 9. ARQA approach 8  Different sources: • trading venues (LSE, LSE derivatives, Turquoise, CME, Eurex, EBS ICAP, WSE, MOEX) • market data vendors (Thomson Reuters, SunGard, S&P Capital IQ) • FX liquidity pools  As fast as possible Market Data
  • 10. ARQA approach 9  Full prefunding  Several margin trading models (one leverage for all assets, different discounts for different assets, etc.)  Classical prop-trading limits (limit on short, long, net in a particular asset)  Netting opposite positions in correlated instruments (stock against single stock futures, currency pair against corresponding futures, local stock against GDR)  SPAN-like methodology RISQ models
  • 11. ARQA approach 10  Flat fee  Fixed amount of money per contract  Commission scale  Minimum and maximum commission amount Pre-trade and post-trade calculating Fees
  • 12. ARQA approach 11 Multi-currency  Multi-currency support  Different scenarios  Business advantages for different client groups  Full risk control
  • 13. ARQA approach 12 RISQ terminal Main tasks  show real-time position from different angles  show real-time information about risk parameters for client position  what-if calculators Automate some procedures  margin calls  position termination  obligation rollover
  • 14. Infrastructure cases 13 Example 1: Servicing retail clients Gateways Replicator End clients RISQ/EMS server 1 RISQ/EMS server 2 End clients Gateways Exchanges
  • 15. Infrastructure cases 14 Example 2: Servicing HFT client Black box RISQ server Transactions RISQ filter module Yes/No Exchange Drop copy Gateway
  • 16. Infrastructure cases 15 Example 2: Servicing HFT client Black box RISQ server QUIK KillSwitch Yes/No Exchange Gateway Trigger exchange KillSwitch
  • 17. Infrastructure cases 16 Example 3: Extending existing infrastructure by advanced risk checks End clients Broker’s EMS RISQ server FIX adapter FIX order router Exchange Gateway Transactions Drop copy
  • 18. Numbers 17 Capacity  Number of positions – 2 million  Number of orders – 30 million  Number of trades – 2 million Latency  RISQ server, margining on stocks with discounts – 1 ms per transaction  RISQ server portfolio margining – 2-3 ms per transaction  FIXPreTrade RISQ filter for Windows, any model – 100 mcs  FIXPreTrade RISQ filter for Linux (tcp off load), any model – 30 mcs
  • 19. Development and testing 18  Dedicated business analysis staff  Enrichment of internal expertize by internal and external seminars  Cooperation of inside development team and technical support  Delivery new versions for testing with special cases from developers and analysts  Specially developed environment to run automated tests  Investigations of new releases before go live dates