research
∙
07/06/2023
Age-of-Information Dependent Random Access for Periodic Updating
This paper considers an uplink Internet of Things system with synchronou...
share
research
∙
04/07/2023
Runtime Variation in Big Data Analytics
The dynamic nature of resource allocation and runtime conditions on Clou...
research
∙
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...
research
∙
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...
research
∙
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...
research
∙
10/05/2021
Phoebe: A Learning-based Checkpoint Optimizer
Easy-to-use programming interfaces paired with cloud-scale processing en...
research
∙
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...
research
∙
06/01/2020
MLOS: An Infrastructure for Automated Software Performance Engineering
Developing modern systems software is a complex task that combines busin...
research
∙
06/01/2020
MLOS: An Infrastructure for AutomatedSoftware Performance Engineering
Developing modern systems software is a complex task that combines busin...
research
∙
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...
research
∙
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...
research
∙
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...
research
∙
05/14/2019
