A hybrid approach to offloading mobile image classification. - Johann Hauswald; Thomas Manville; Q. Zheng; Ronald G. Dreslinski; Chaitali Chakrabarti; Trevor N. Mudge (ICASSP, 2014)

Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers. - Johann Hauswald; Michael A. Laurenzano; Yunqi Zhang; Cheng Li; Austin Rovinski; Arjun Khurana; Ronald G. Dreslinski; Trevor N. Mudge; Vinicius Petrucci; Lingjia Tang; Jason Mars (ASPLOS, 2015)

DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers. - Johann Hauswald; Yiping Kang; Michael A. Laurenzano; Quan Chen 002; Cheng Li; Trevor N. Mudge; Ronald G. Dreslinski; Jason Mars; Lingjia Tang (ISCA, 2015)

Sirius Implications for Future Warehouse-Scale Computers. - Johann Hauswald; Michael A. Laurenzano; Yunqi Zhang; Cheng Li; Austin Rovinski; Arjun Khurana; Ronald G. Dreslinski; Trevor N. Mudge; Vinicius Petrucci; Lingjia Tang; Jason Mars (IEEE Micro, 2016)

Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant. - Johann Hauswald; Michael A. Laurenzano; Yunqi Zhang; Hailong Yang 002; Yiping Kang; Cheng Li; Austin Rovinski; Arjun Khurana; Ronald G. Dreslinski; Trevor N. Mudge; Vinicius Petrucci; Lingjia Tang; et al. (ACM Trans. Comput. Syst., 2016)

Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge. - Yiping Kang; Johann Hauswald; Cao Gao; Austin Rovinski; Trevor N. Mudge; Jason Mars; Lingjia Tang (ASPLOS, 2017)

System Design for Intelligent Web Services. - Johann Hauswald (2017)

Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. - Stefan Larson; Anish Mahendran; Andrew Lee 001; Jonathan K. Kummerfeld; Parker Hill; Michael A. Laurenzano; Johann Hauswald; Lingjia Tang; Jason Mars (NAACL-HLT (1), 2019)

Optimizing Video Analytics with Declarative Model Relationships. - Francisco Romero; Johann Hauswald; Aditi Partap; Daniel Kang; Matei Zaharia; Christos Kozyrakis (Proc. VLDB Endow., 2022)

Zelda: Video Analytics using Vision-Language Models. - Francisco Romero; Caleb Winston; Johann Hauswald; Matei Zaharia; Christos Kozyrakis (CoRR, 2023)