85 citations · 337 across the 15 of their papers we have counts for
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nlin.CD2015★ 31 cited
Prediction in Projection
Joshua Garland, Elizabeth Bradley
Prediction models that capture and use the structure of state-space dynamics can be very effective. In practice, however, one rarely has access to full information about that struc…
nlin.CD2013★ 4 cited
Determinism, Complexity, and Predictability in Computer Performance
Joshua Garland, Ryan James, Elizabeth Bradley
Computers are deterministic dynamical systems (CHAOS 19:033124, 2009). Among other things, that implies that one should be able to use deterministic forecast rules to predict their…
nlin.CD2013★ 14 cited
On the importance of nonlinear modeling in computer performance prediction
Joshua Garland, Elizabeth Bradley
Computers are nonlinear dynamical systems that exhibit complex and sometimes even chaotic behavior. The models used in the computer systems community, however, are linear. This pap…