Muhammad Shahbaz
5 papers · 2015–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
Top co-authors
Research topics
Keywords
online learning
(1)
anomaly detection
(1)
distributed training
(1)
feature allocation
(1)
decision tree
(1)
hardware acceleration
(1)
tail latency
(1)
traffic pattern
(1)
remote procedure call
(1)
load balancing
(1)
cloud computing
(1)
traffic classification
(1)
thread scheduling
(1)
low latency
(1)
network stack
(1)
in-network machine learning
(1)
automatic labeling
(1)
model degradation
(1)
continuous retraining
(1)
design space exploration
(1)
Papers
SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate
NSDI 2026
OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud
NSDI 2025
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents
OSDI 2024
The nanoPU: A Nanosecond Network Stack for Datacenters
OSDI 2021
Kinetic: Verifiable Dynamic Network Control
NSDI 2015