A Theory of Probabilistic Power Provisioning for Data Centers with Distributed Energy Storage

arXiv:2608.12993 · cs.IT, cs.DC, cs.PF, cs.SY, eess.SY, math.IT · Submitted 2026-08-13 · Read on arXiv

cs.IT, cs.DC, cs.PF, cs.SY, eess.SY, math.IT

Submitted: 2026-08-13

Updated: 2026-08-13

Comments: 26 pages, 7 figures, 5 tables

Code: https://github.com/msr-fiddle/philly-traces

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Trace — 22× in this paper · explained in 2 episodes
Temporal Correlations — 17× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Core — 6× in this paper · explained in 2 episodes
Abstraction — 4× in this paper · explained in 1 episode
In the Large Battery Region — 4× in this paper
In the Small Battery Region — 4× in this paper
Aggregation — 3× in this paper · explained in 1 episode
Ohio Supercomputer Center — 3× in this paper
Reinforcement Learning — 2× in this paper · explained in 4 episodes
Deferral — 1× in this paper · explained in 2 episodes
NO-BATTERY REGIME — 1× in this paper
Scaling Laws — 1× in this paper · explained in 4 episodes
USENIX Annual Technical Conference — 1× in this paper
Unified Framework — 1× in this paper · explained in 5 episodes

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