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08/11/2023
Enhancing Network Management Using Code Generated by Large Language Models
Analyzing network topologies and communication graphs plays a crucial ro...
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05/23/2023
Mitigating the Performance Impact of Network Failures in Public Clouds
Some faults in data center networks require hours to days to repair beca...
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05/22/2023
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem
We show communication schedulers' recent work proposed for ML collective...
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03/01/2023
A Deep Learning Perspective on Network Routing
Routing is, arguably, the most fundamental task in computer networking, ...
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12/03/2021
Energy-Proportional Data Center Network Architecture Through OS, Switch and Laser Co-design
Optical interconnects are already the dominant technology in large-scale...
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10/22/2021
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP
Resource allocation problems in many computer systems can be formulated ...
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10/11/2021
Towards a Cost vs. Quality Sweet Spot for Monitoring Networks
Continuously monitoring a wide variety of performance and fault metrics ...
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08/05/2021
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Random uniform sampling has been studied in various statistical tasks bu...
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08/24/2020
Approximate Partition Selection for Big-Data Workloads using Summary Statistics
Many big-data clusters store data in large partitions that support acces...
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05/05/2019
Efficient Inter-Datacenter Bulk Transfers with Mixed Completion Time Objectives
Bulk transfers from one to multiple datacenters can have many different ...
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12/16/2018
Fast and Efficient Bulk Multicasting over Dedicated Inter-Datacenter Networks
Several organizations have built multiple datacenters connected via dedi...
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01/02/2018
QuickCast: Fast and Efficient Inter-Datacenter Transfers using Forwarding Tree Cohorts
Large inter-datacenter transfers are crucial for cloud service efficienc...
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07/07/2017
DCCast: Efficient Point to Multipoint Transfers Across Datacenters
Using multiple datacenters allows for higher availability, load balancin...
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04/25/2016
