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Shared Memory Management
for VisualWorks
Holger Guhl
Senior Smalltalker at Georg Heeg eK
www.heeg.de
mailto: holger@heeg.de
Shared Memory Management
for VisualWorks
shared memory
What?
Why?
http://www.flickr.com/photos/ben_salter/
Personal Experience:
software assessment project
huge customer project took 4 hours!
Polycephaly
= use all CPUs
Polycephaly Example
| drones result |
drones := VirtualMachines new: 4.
result := drones
do: '[:a :b | a + b]'
with: #(1 2 3 4 5)
with: #(5 4 3 2 1).
result = #(6 6 6 6 6)
Project “Software Assessment”
Perfect options for task distribution
(per package, class)
 Disappointing results:
Communication overhead consumed all time gains
Needs to report much results
Shared Memory
= more speed?
Tools Architecture
Application Scheme
CPU 1
M
A
S
T
E
R
CPU 2
D
R
O
N
EShared Memory
Remote Semaphore
RemoteSemaphore
• Mutually exclusive Shared Memory
access
• Created by master image
• Twin in drone image
• Synchronized via OS event messages
SemaphoreEventRelay
• Organize connection to other images
• Instances in connected images
• Communication center for remote semaphore
messages
– #signalRemote
– #waitRemote
SharedMemory-ExampleApp
o Install Shared Memory
o Start Polycephaly drone.
o Start drone client, use Shared Memory.
o Start drone service
for pure Shared Memory use cases.
o Run profiler.
Time Profiles
Shared memory raw read/write
Read bytes Time (µs) Write bytes Time (µs) Read+write Time (µs)
<= 1,000 <= 1 1,000 1 1,000 1
10,000 3 10,000 1 10,000 3
100,000 53 100,000 8 100,000 23
1,000,000 509 1,000,000 80 1,000,000 343
Shared memory raw read/write
0.00
0.50
1.00
1.50
2.00
2.50
3.00
0 1 2 3 4 5 6
log µs
10x bytes
Shared mem write+read 10x bytes
write
read
write+read
Shared Memory Overhead
• SemaphoreEventRelay mutex roundtrip
– with OS event messages = 117 µs
– with UDP socket messages = 399 µs
Polycephaly Use Cases
Overhead: Request to evaluate the empty block = 12,519 µs
request bytes Time (µs) Request Array of size Time (µs)
10 9,387 10 8,185
100 8,499 100 9,387
1,000 8,327 1,000 12,001
10,000 10,478 10,000 25,702
100,000 21,463 100,000 166,141
1,000,000 123,933 1,000,000 1,518,115
Polycephaly with Shared Memory
• Polycephaly requests, result via protected shared memory
request bytes Time (µs) factor request Array of size Time (µs) factor
1 16,434 1.8 1 17,133 2.4
10 15,425 1.6 10 18,281 2.2
100 15,346 1.8 100 17,277 1.8
1,000 15,344 1.8 1,000 18,327 1.5
10,000 15,324 1.5 10,000 18,010 0.7
100,000 15,341 0.7 100,000 23,810 0.1
1,000,000 17,883 0.1 1,000,000 104,050 0.1
Shared Memory Command And
Data Exchange
• Shared memory command, protected write, unprotected read
request Array of size Time (µs) Polycephaly
time (µs)
factor
10 307 8,185 0.04
100 312 9,387 0.03
1,000 397 12,001 0.03
10,000 1,372 25,702 0.05
100,000 10,604 166,141 0.06
1,000,000 99,093 1,518,115 0.07
Fractal Explorer
Shared Memory
data exchange
saves 5 seconds
from a total of 109
seconds…
Conclusions
• Shared Memory can speed up transfer
significantly
– massive data exchange
– simple data
• Impressive reduction potential of 97%
• Perspectives for applications that suffer from
high load for data exchange.

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DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 

Shared Memory Management for VisualWorks