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R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Jan 05, 2016

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Page 1: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

r11 Event ManagementScalability Tests

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Page 2: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Objectives

- To run scalability tests to ascertain scalability limits such as the number of events that can be processed with different MRA, impact of AMS, AEC, etc

Page 3: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 1- MRA Processing on Local Node

Page 4: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1 - Goal

- Analyze impact of MRA with different levels of Message Storm.

- Any MRA with the exception of FORWARD or ALERT

Page 5: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1a – Half Million

- Generate message storm with half a million events and review latency period on the last event

- MRA = SendOper

- This is to simulate event storm that may be generated by back bone router going down

Page 6: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1a - 500,000 Events Storm with SendOper MRA

Latency:

2 mins 26 seconds

Page 7: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1a

- Confirm half millions events processed by Event Management

Page 8: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1b - 250,000 Events Storm with SendOper MRA

125,000 Events

Latency 40 seconds

50,000 Events

Latency 21 seconds

Page 9: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 1b - 250,000 Events Storm with SendOper MRA

250,000 Events

Latency 74 seconds

Page 10: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test1b - Repeated

- Repeat Test1b on a different server to verify the latency period is consistent

Page 11: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test1b - Repeated

250,000 Events

Latency 74 seconds50,000 Events

Latency 21 seconds

Page 12: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- MRA without Forward can process approximately half million events message storm with last event latency of approx 2 mins.

- 50,000 Event message storm has no significant delay

Page 13: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 2- MRA processing on local node with steady flow of events

Page 14: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

MRA Test

- Generate 500 events per second and process one MRA for each on the local node

- Analyze if any latency

Page 15: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Generate 500 events per second

Page 16: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

500 Events Per Second

First Last

No Latency

Page 17: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

MRA Test

- Generate 500 events per second and process two MRA per event on the local node

- Analyze latency

Page 18: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

2 MRA Test – 500 Events per Second

Confirms no latency by adding extra MRA

Page 19: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

MRA Test

- Generate 1800 events per second and accelerate by 10% compound every 30 second

- Analyze latency

Page 20: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Accelerated Event Storm

Page 21: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

One Minute Analysis

Page 22: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Latency

LastFirst

860010 events in 345 seconds , average of 2495 events per seconds

Page 23: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- 2495 events per second for local node MRA processing with exception of Forward, Alert or command

Page 24: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 3- Event Storm Forward to Central Node

Page 25: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 3 - Goal

- Analyze impact of FORWARD MRA with different levels of Message Storm.

- On the central console, “No ALERTS” (AMS)

Page 26: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

r11 Configuration

Server_229 Server_230

Server_405

Central Server

Event Agent Event Agent

Page 27: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Central Server Machine Spec

Page 28: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 3

- Forward One Million Events from Server 229 to Central Console

- At the same time forward another million Events from Server 230 to Central Console

Page 29: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Shows 1 million events each from 2 nodes

Page 30: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Latency – 2 Millions Forward - One million events forwarded from each of the 2 servers. In

total 2 millions events forwarded to the central node.

Latency of 1 hour 12 mins

Latency of 1 hour 12 mins

Server 229Server 230

Page 31: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- Forward MRA can process 1 million events each from 2 different server but will have significant delay

Page 32: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 4- Steady Flow Events with Forward to Central Node

Page 33: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4 - Goal

- Analyze impact of FORWARD MRA with accelerated Event Message storm

- On the central console, “No ALERTS” (AMS)

Page 34: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4

- Generate 200 events per second from each server and accelerate the rate by 20 events every 60 seconds.

Page 35: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Generate Message Storm

Server 229

Server 230

Page 36: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Confirm Counts

Page 37: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Reports shows Events per minute

Page 38: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

5 mins – Server One- In 5 mins 30 seconds, 72,300 events forwarded from

Server 230.

- Average 220 events per seconds forwarded from server 230

Server 230

Accelerated rate of 300

Latency: 30 seconds

Page 39: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

5 mins - Server Two- In 5mins, 72,300 events forwarded from Server 229 and in

total 144600 events received by the central node.

- Average 433 events per second received by the central node

Server 229

Accelerated rate of 300

Latency: 31 seconds

Page 40: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

10 mins - Server One

- In 13 mins, 74000 events forwarded from Server 230.

Server 230

Latency 3 min 16 secs

Accelerated rate of 380 per second

Page 41: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

10 mins - Server Two

- In 13 mins, 174000 events forwarded from Server 229, average of 220 events per second

- 348,000 Events received by the central node in 13 minutes, average of 437 events per second

Server 229

Latency 3 min 16 secs

Accelerated rate of 380 per second

Page 42: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Events processed per minute

This shows the number of events received by the central node

Page 43: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- In 13 mins, 174000 events forwarded from each node.

- The maximum latency of 3 mins 16 seconds

- On Average, 220 events per second can be forwarded from each node without any delay

- Analysis of Events processed per minute shows on average of 445 events per seconds received by the central node.

Page 44: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 4 Extension- “Forward” MRA

Page 45: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4 Extension

- Test 4 confirms 440 events per second received from 2 nodes.

- Does this mean, one can FORWARD 440 events per second from a single node only?

- No!!!.

- If you forward 440 events from one node, you will experience significant latency

Page 46: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4 Extension

- Generate a steady flow 221 events per second and forward it to a central node

Page 47: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4 Extension

Shows 221 events per second forwarded from a single node to the central node with latency of 9 seconds

Page 48: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 4 Extension

- Generate 440 events per second from a single node and forward it to the central node.

- No events forwarded from any other nodes except this one.

Page 49: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Generate 440 Events per second

Page 50: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

440 Event per second Forward from one Node

78581 events in 6 minutes , generating average of 218 events per second

Page 51: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- Average of 220 events per second can be forwarded from each node.

Page 52: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 5- “ALERT” MRA

Page 53: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 5 - Goal

- Analyze impact of ALERT MRA

- Test5a – Event Storm 10,000 events

- Test5b – 20 events per second with Consolidate

Page 54: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

DIA Zones

Page 55: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

MCC Alert Queue Display

Page 56: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Alert MRA

Page 57: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Alert Queues

Page 58: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test4a –10,000 Events Storm with Alert MRA

After 1000 Events

Latency : 37 Seconds

Page 59: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test4a –10,000 Events Storm with Alert MRA

After 2500 Events

Latency : 3 mins 4 seconds

Page 60: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test4a –10,000 Events Storm with Alert MRA

10,000 Events

Latency of approx 34 mins

Page 61: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- If message storm is expected, another layer to handle message storm should be used. That layer should handle the message storm. Example, use AEC to handle message storm and get AEC to generate message which triggers ALERT MRA

Page 62: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

Test 5b- “ALERT” MRA- Controlled Rate

Page 63: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 5b – Controlled Rate

- Generate 20 events per second for 60 seconds.

Page 64: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Alert Queue - Consolidate

- Events on the Alert Queue are consolidated to cut down the number of entries on MCC

Page 65: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 5b – After 800 events

Latency of 67 seconds

Page 66: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Test 5b – After 1200 Events

Latency: 2 mins 49 seconds

Page 67: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- For ALERT MRA, filtering should be used if message storm is expected.

Page 68: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Conclusion

- 2495 events per second for local node MRA processing with exception of Forward, Alert or command

- On Average, 220 events per second can be forwarded from each node without any significant delay

- Message storm of 50,000 events has no significant delay

- 250,000 events storm is handled with latency of approx 74 seconds.

- 500,000 message storm is handled with latency of approx 2 mins on the last event

Page 69: R11 Event Management Scalability Tests -. © 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced.

© 2005 Computer Associates International, Inc. (CA). All trademarks, trade names, services marks and logos referenced herein belong to their respective companies.

Questions??

- Mail to:

- Yatin Dawada- [email protected]

- Bill Merrow

- [email protected]