Measurement Sequence

1
Model Template
Measurement Sequence
ltzt-N,..., zt-2 , zt-1 gt
Modeler
zt1,t1m
zt2,t2m
zt,tm
...
Model
...
...
...
zt1,t3
zt2,t4
zt,t2
...
zt1,t2
zt2,t3
Measurement Stream
zt,t1
Predictor
, zt2 , zt1 , zt
...
Prediction Stream
Error Estimates
One-time use
Evaluator
Production
Stream
Error Metrics
2
Application
Application
Application
Buffer
Prediction Stream
Predictor
Evaluator
Refit Signal
User Control
Measurement Stream
Sensor
3
Mirror
Streams from different sources using different
transports
Streams to different targets using different
transports
Forward
Receive
Sequentialize
Compute
Control
Comm
Request/Response on different transports
4
UDP Streams
UDP Streams
Stream Handler
TCP Streams
TCP Streams
unserialize
Data Forwarder
File Streams
File Streams
Pipes
Pipes
Timed Callbacks
Callbacks
Request Resp Handler
Select and Demultiplex
TCP and UDP Requests
unserialize
TCP and UDP Responses
Server
TCP Stream Connection Reqs
Connection Manager
TCP Req/Resp Connection Reqs
Req/Resp
Stream
New Connection Handlers
Connect Request
User Setup and Configuration
5
Trigger Refit
Buffer
Statistical Metrics
Modeler
zt1,t1m
zt2,t2m
Evaluator
zt,tm
...
Model
...
...
...
zt1,t3
zt2,t4
zt,t2
...
zt1,t2
zt2,t3
zt,t1
...
Predictor
Predictor
zt
zt1
zt2
zt
...
zt1
zt2
...
Output Measurement And Prediction Stream
Measurement Device (eg, Collector)
6
predserver_core
loadserver
loadclient
loadbuffer
loadbufferclient
load2measure
measureclient
measurebuffer
measurebufferclient
predserver
predclient
predbuffer
predbufferclient
evalfit
7
predclient
predbufferclient
(4, 12w(5616m))
5616m
predbuffer
5616m
5616m
Refit model
predserver
predserver_core
evalfit
(52, 56)
Get sequence
28
28
(4, 1228s)
measurebuffer
measurebufferclient
Get sequence
28
(4, 1228s)
load2measure
loadclient
52
52
Change rate
loadserver
(12, 20)