When concepts fail, words arise Faust , Goethe
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When concepts fail, words ariseFaust, Goethe
Mephistopheles. …Enter the templed hall of Certainty.Student. Yet in each word some concept there must be.Mephistopheles. Quite true! But don't torment yourself too
anxiously;For at the point where concepts fail,At the right time a word is thrust in there…
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accessibleaccountableaccurateadaptableadministrableaffordableauditableautonomyavailablecredibleprocess
capablecompatiblecomposable configurablecorrectnesscustomizabledebugabledegradabledeterminabledemonstrable
dependabledeployablediscoverable distributabledurableeffectiveefficientevolvableextensiblefailure transparentfault-tolerantfidelityflexibleinspectableinstallableIntegrityinterchangeableinteroperable learnablemaintainable
manageablemobilemodifiablemodularnomadicoperableorthogonalityportableprecisionpredictableproducibleprovablerecoverablerelevantreliablerepeatablereproducibleresilientresponsivereusable robust
safety scalableseamlessself-sustainableserviceablesupportablesecurablesimplicitystablestandards
compliantsurvivablesustainabletailorabletestabletimelytraceableubiquitousunderstandableupgradableusable
Requirements on systems and architectures
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accessibleaccountableaccurateadaptableadministrableaffordableauditableautonomyavailablecredibleprocess
capablecompatiblecomposable configurablecorrectnesscustomizabledebugabledegradabledeterminabledemonstrable
dependabledeployablediscoverable distributabledurableeffectiveefficientevolvableextensiblefailure transparentfault-tolerantfidelityflexibleinspectableinstallableIntegrityinterchangeableinteroperable learnablemaintainable
manageablemobilemodifiablemodularnomadicoperableorthogonalityportableprecisionpredictableproducibleprovablerecoverablerelevantreliablerepeatablereproducibleresilientresponsivereusable robust
safety scalableseamlessself-sustainableserviceablesupportablesecurablesimplicitystablestandards
compliantsurvivablesustainabletailorabletestabletimelytraceableubiquitousunderstandableupgradableusable
Requirements on systems and architectures
Long term
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accessibleaccountableaccurateadaptableadministrableaffordableauditableautonomyavailablecredibleprocess
capablecompatiblecomposable configurablecorrectnesscustomizabledebugabledegradabledeterminabledemonstrable
dependabledeployablediscoverable distributabledurableeffective
evolvableextensiblefailure transparentfault-tolerantfidelityflexibleinspectableinstallableIntegrityinterchangeableinteroperable learnablemaintainable
manageablemobilemodifiablemodularnomadicoperableorthogonalityportableprecisionpredictableproducibleprovablerecoverablerelevantreliablerepeatablereproducibleresilientresponsivereusable
safety scalableseamlessself-sustainableserviceablesupportablesecurable
stablestandards
compliantsurvivable
tailorabletestabletimelytraceableubiquitousunderstandableupgradableusable
Lumping requirements into simple groups
efficient
robust
simple
sustainable
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Requirements on systems and architectures
efficient
robust
sustainable
simple
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Requirements on systems and architectures
efficient
robust
sustainable
simple
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Requirements on systems and architectures
efficient
robust
simple
sustainablefragile
wasteful
complex
evolvable
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Requirements on systems and architectures
efficient
robustsimple
sustainable
fragile
wasteful
complex
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Requirements on systems and architectures
efficient
robust
sustainable
fragile
wasteful
Best
AchievableNot
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wasteful
fragile
robust
efficient
At best we get one
Current Technology?
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wasteful
fragile
robust
efficient
Often neither
???
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Future evolution of the “smart” grid?
efficient
robust
fragile
wasteful
Now
Future?
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Bad theory?
???
?
?
Bad architectures?
wasteful
fragile
gap?
robust
efficient
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Case studies
wasteful
fragile
Sharpen hard bounds
Hard limit
laws and architectures?
efficient
robust
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Case studies
wasteful
fragile
Sharpen hard bounds
Hard limit
bad
Find and fix bugs
Even with a murky picture
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Control, OR
CommsCompute
Physics
Shannon
Bode
TuringGodel
EinsteinHeisenberg
Carnot
Boltzmann
Theory?Deep, but fragmented, incoherent, incompleteNash
Von Neumann
Kalman
Pontryagin
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Control
CommsCompute
Physics
Shannon
Bode
TuringGodel
Einstein
Heisenberg
Carnot
Boltzmann
inflexible?
fragile?
slow?
?
• Each theory one dimension• Tradeoffs across dimensions• Assume architectures a priori• Progress is encouraging, but…• Stovepipes are an obstacle…
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Control, OR
CommunicateCompute
Physics
Shannon
Bode
Turing
Einstein
Heisenberg
Carnot
Boltzmann
Delay is most
important
Delay is least
important
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PhysicsEinstein
Heisenberg
Carnot
Boltzmann
Delay is most
important
Delay is least
important
Control, OR
CommunicateCompute
Shannon
Bode
Turing
New progress!
Lowering the barrier
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SensoryMotor
Prefrontal
Striatum
Reflex
Learning
Catabolism
AA
RNA
transl.Proteins
xRNA transc.Precursors
Nucl.AA
DNARepl.Gene
ATP
ATPRibosome
RNAp
DNAp
Software
Hardware
DigitalAnalog
Horizontal Gene
Transfer
Horizontal App
Transfer
Horizontal Meme
Transfer