Adam Lechowicz
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
batch processing
(1)
learning-augmented algorithm
(1)
cluster scheduler
(1)
switching cost
(1)
convex function
(1)
long-term constraint
(1)
competitive algorithm
(1)
cloud resource allocation
(1)
hitting cost
(1)
learning augmented
(1)
dag scheduling
(1)
online knapsack
(1)
carbon intensity
(1)
dynamic provisioning
(1)
signal-aware scheduling
(1)
online knapsack problem
(1)
time fairness
(1)
static pricing
(1)
trade-off
(1)
prediction
(1)
Papers
SPADE: Signal-Aware DAG Scheduling and Dynamic Provisioning for Data Processing Clusters
OSDI 2026
Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems
ICML 2025
Chasing Convex Functions with Long-term Constraints
ICML 2024
Time Fairness in Online Knapsack Problems
ICLR 2024