Applications - Network and Systems Lab

More documents

Recommendations

Info

IPSN 2013 Ph.D. Forum Modeling of Application Logic • In the heritage building monitoring application… • Sensor data: acceleration, deformation, temperature, humidity • Processing: a Bayesian algorithm Dataflow-level Model : DataSink : FusionPoint function = DeseaseDetection inputDataTypes = {ACCELERATION, DEFORMATION, TEMPERATURE, HUMIDITY} outputDataType = StracturalCondition : DataSource dataType = ACCELERATION samplingCondition = 0.005 sec transmissionCondition = 30 sec location = WHOLE : TemporalAggregationPoinnt function = AVERAGE inputDataType = DEFORMATION timeWindow = 100 min duration = 10 min : DataSource dataType = TEMPERATURE samplingCondition = 10 min transmissionCondition = 10 min location = WHOLE : DataSource dataType = HUMIDITY samplingCondition = 10 min transmissionCondition = 10 min location = WHOLE : DataSource dataType = DEFORMATION samplingCondition = 10 min transmissionCondition = 10 min location = WHOLE We could model five application logics with DataflowML 15
IPSN 2013 Ph.D. Forum Modeling of Designs for Tuning (1) • In the heritage building monitoring application… • Req. : reduce the amount of communications • Design decision: adopt a data compression in communication : Group topology = TREE locationCondition = WHOLE : Sink : Communication compress = NONE encryption = NONE : Group topology = TREE locationCondition = WHOLE : FusionOperator HUFFMAN : Communication compress = NONE encryption = NONE function = DeseaseDetection inputDataTypes = {ACCELERATION, DEFORMATION, TEMPERATURE, HUMIDITY} outputDataType = StracturalCondition : Group topology = TREE locationCondition = WHOLE : LeaderNode selectionPattern = ANY : Communication compress = NONE encryption = NONE : MemberNodes selectionPattern = ALL dataType = TEMPERATURE samplingCondition = 10 min transmissionCondition = 10 min : MemberNodes selectionPattern = ALL dataType = HUMIDITY samplingCondition = 10 min transmissionCondition = 10 min : MemberNodes selectionPattern = ALL dataType = DEFORMATION samplingCondition = 10 min transmissionCondition = 10 min : TemporalAgg inputDataType function = AVE timeWindow = duration = 10 m : LeaderNode : MemberNodes selectionPattern = ANY : Communication selectionPattern = ALL dataType = ACCELERATION samplingCondition = 0.2 sec transmissionCondition = 30 sec 16
Page 1 and 2: Data Quality-Centric Mode-Driven De
Page 3 and 4: IPSN 2013 Ph.D. Forum WSN “Monito
Page 5 and 6: IPSN 2013 Ph.D. Forum WSN Applicati
Page 7 and 8: IPSN 2013 Ph.D. Forum Data Quality-
Page 9 and 10: IPSN 2013 Ph.D. Forum Prototyping P
Page 11 and 12: NodeML • Expresses the assigned r
Page 13 and 14: Tool Implementation IPSN 2013 Ph.D.
Page 15: IPSN 2013 Ph.D. Forum Heritage buil
Page 19 and 20: Summary of Case Studies • We cond
Page 21 and 22: IPSN 2013 Ph.D. Forum Future Direct

Applications - Network and Systems Lab

You also want an ePaper? Increase the reach of your titles

Delete template?

Save as template?