Publications by Year

For publications before 2017, please visit my Google Scholar page.

2023 2022 2021 2020 2019 2018 2017


Featured Publications

Here are the featured publications. For the complete list, please visit my Google Scholar page.

 Asgard: Are NoSQL databases suitable for ephemeral data in serverless workloads?
2023

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 How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's At Stake
2023

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 Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance
2023

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 FLAIR: Defense against Model Poisoning Attack in Federated Learning
2023

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 Virtuoso: Energy- and Latency-Aware Streamlining of Streaming Videos on SOCs
2022

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 SMARTADAPT: Multi-branch Object Detection Framework for Videos on Mobiles.
Proceedings of the Conference on Computer Vision and Pattern Recognitions, IEEE/CVF 2022

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 KRATOS: Context-Aware Cell Type Classification and Interpretation Using Joint Dimensionality Reduction and Clustering (2022)
KDD 2022

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Orion and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs (2022)
OSDI 2022

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Best Paper Award Winner WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows (2022)
Proceedings of the ACM on Measurement and Analysis of Computing Systems, ACM

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LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs (2022)
Proceedings of the Seventeenth European Conference on Computer Systems, ACM-EuroSys 2022

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Lerna: Transformer Architectures for Configuring Error Correction Tools for Short-and Long-Read Genome Sequencing (2022)
BMC bioinformatics, BioMed Central

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ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture (2021)
arXiv preprint arXiv:2111.09422

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SONIC: Application-aware Data Passing for Chained Serverless Applications (2021)
USENIX ATC 2021

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Persistent Airborne Surveillance using Semi-Autonomous Drone swarms (2021)
Micro Aerial Vehicle Networks, Systems, and Applications (DroNet 2021), co-located with MobiSys 2021

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Old Featured Publications