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01/28/2023
Interactive Log Parsing via Light-weight User Feedbacks
Template mining is one of the foundational tasks to support log analysis...
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10/13/2020
Local Differential Privacy for Bayesian Optimization
Motivated by the increasing concern about privacy in nowadays data-inten...
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06/10/2019
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
Extracting the underlying trend signal is a crucial step to facilitate t...
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08/21/2018
Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions
In this paper, we consider a load balancing system under a general pull-...
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06/08/2018
Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality
Heavy traffic analysis for load balancing policies has relied heavily on...
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05/14/2018
Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit
Parallel and distributed computing systems are foundational to the succe...
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02/16/2018
Learning Latent Features with Pairwise Penalties in Matrix Completion
Low-rank matrix completion (MC) has achieved great success in many real-...
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01/08/2018
Asymptotic Miss Ratio of LRU Caching with Consistent Hashing
To efficiently scale data caching infrastructure to support emerging big...
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10/12/2017
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms
We establish a unified analytical framework for load balancing systems, ...
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08/04/2017