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07/06/2023
Age-of-Information Dependent Random Access for Periodic Updating
This paper considers an uplink Internet of Things system with synchronou...
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04/07/2023
Runtime Variation in Big Data Analytics
The dynamic nature of resource allocation and runtime conditions on Clou...
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08/19/2022
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition
Technique of emotion recognition enables computers to classify human aff...
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08/09/2022
Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud
Selecting the optimal cloud target to migrate SQL estates from on-premis...
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12/01/2021
Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat
The Intelligent decision of the unmanned combat aerial vehicle (UCAV) ha...
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10/05/2021
Phoebe: A Learning-based Checkpoint Optimizer
Easy-to-use programming interfaces paired with cloud-scale processing en...
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09/27/2020
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation
Microsoft Azure is dedicated to guarantee high quality of service to its...
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06/01/2020
MLOS: An Infrastructure for Automated Software Performance Engineering
Developing modern systems software is a complex task that combines busin...
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06/01/2020
MLOS: An Infrastructure for AutomatedSoftware Performance Engineering
Developing modern systems software is a complex task that combines busin...
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12/19/2019
Data Science through the looking glass and what we found there
The recent success of machine learning (ML) has led to an explosive grow...
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08/30/2019
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML
Machine learning (ML) has proven itself in high-value web applications s...
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08/23/2019
Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms
Microsoft's internal big data analytics platform is comprised of hundred...
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05/14/2019