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Career

· Assistant Professor, University of Texas at Austin2022–
· PhD in Computer Science, UC Berkeley2018–

Publications (56)

Cloud Programming Simplified: A Berkeley View on Serverless Computing
arXiv.org · 2019
785
cited
INFaaS: Automated Model-less Inference Serving
USENIX Annual Technical Conference · 2021
252
cited
What serverless computing is and should become
Communications of the ACM · 2021
221
cited
Selecting the best VM across multiple public clouds: a data-driven performance modeling approach
ACM Symposium on Cloud Computing · 2017
181
cited
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications
ACM Symposium on Cloud Computing · 2021
137
cited
Wrangler: Predictable and Faster Jobs using Fewer Resources
ACM Symposium on Cloud Computing · 2014
136
cited
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines
ACM Symposium on Cloud Computing · 2021
134
cited
Centralized Core-granular Scheduling for Serverless Functions
ACM Symposium on Cloud Computing · 2019
114
cited
Hermod: principled and practical scheduling for serverless functions
ACM Symposium on Cloud Computing · 2022
74
cited
SmartHarvest: harvesting idle CPUs safely and efficiently in the cloud
European Conference on Computer Systems · 2021
69
cited
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling
Journal of machine learning research · 2016
64
cited
Discovery of Application Workloads from Network File Traces
USENIX Conference on File and Storage Technologies · 2010
39
cited
Interference-Aware Scheduling for Inference Serving
EuroMLSys@EuroSys · 2021
36
cited
A Case for Managed and Model-less Inference Serving
USENIX Workshop on Hot Topics in Operating Systems · 2019
34
cited
Context : The Missing Piece in the Machine Learning Lifecycle
2018
34
cited
INFaaS: Managed & Model-less Inference Serving
arXiv.org · 2019
24
cited
Proactive Straggler Avoidance using Machine Learning
2012
22
cited
SOL: safe on-node learning in cloud platforms
International Conference on Architectural Support for Programming Languages and Operating Systems · 2022
20
cited
INFaaS: A Model-less Inference Serving System.
2019
17
cited
Practical Scheduling for Real-World Serverless Computing
arXiv.org · 2021
17
cited
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Neeraja Yadwadkar | Researcher Profile | Sotabase | Sotabase