Thomas Moscibroda
10 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Keyword Champion (2)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(65)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Computer Science
(4)
Application Areas
(3)
Optimization & Theory
(3)
Systems
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Optimization
(2)
Deep Learning
(1)
Applications Β· Computer Science
(1)
Applications Β· Reinforcement Learning
(1)
Foundations
(1)
Keywords
resource allocation
(3)
capacity planning
(2)
cloud computing
(2)
throughput optimization
(2)
policy optimization
(1)
uncertainty quantification
(1)
reinforcement learning
(1)
resource management
(1)
network architecture
(1)
value estimation
(1)
bayesian optimization
(1)
latent representation
(1)
latency reduction
(1)
value overestimation
(1)
total correlation
(1)
out-of-distribution state
(1)
multi-view learning
(1)
heterogeneous computing
(1)
request scheduling
(1)
offline reinforcement learning
(1)
Papers
Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling
OSDI 2025
SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation
UAI 2024
Conservative State Value Estimation for Offline Reinforcement Learning
NeurIPS 2023
Kerveros: Efficient and Scalable Cloud Admission Control
OSDI 2023
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing
IJCAI 2021
Protean: VM Allocation Service at Scale
OSDI 2020
Providing SLOs for Resource-Harvesting VMs in Cloud Platforms
OSDI 2020
Direct Universal Access: Making Data Center Resources Available to FPGA
NSDI 2019
Multi-Path Transport for RDMA in Datacenters
NSDI 2018
Walkie-Markie: Indoor Pathway Mapping Made Easy
NSDI 2013