2024

Razavi, Kamran ; Ghafouri, Saeid ; Mühlhäuser, Max ; Jamshidi, Pooyan ; Wang, Lin (2024)
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.
19th European Conference on Computer Systems (EuroMLSys 2024). Athens, Greece (21.04.-25.04.2024)
doi: 10.1145/3642970.3655833
Konferenzveröffentlichung, Bibliographie

Ghafouri, Saeid ; Razavi, Kamran ; Salmani, Mehran ; Sanaee, Alireza ; Lorido-Botran, Tania ; Wang, Lin ; Doyle, Joseph ; Jamshidi, Pooyan (2024)
IPA: Inference Pipeline Adaptation to achieve high accuracy and cost-efficiency.
In: Journal of Systems Research, 4 (1)
doi: 10.5070/SR34163500
Artikel, Bibliographie

2023

Ghafouri, Saeid ; Razavi, Kamran ; Salmani, Mehran ; Sanaee, Alireza ; Lorido-Botran, Tania ; Wang, Lin ; Doyle, Joseph ; Jamshidi, Pooyan (2023)
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency.
doi: 10.48550/arXiv.2308.12871
Report, Bibliographie

Salmani, Mehran ; Ghafouri, Saeid ; Sanaee, Alireza ; Razavi, Kamran ; Mühlhäuser, Max ; Doyle, Joseph ; Jamshidi, Pooyan ; Sharifi, Mohsen (2023)
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems.
3rd Workshop on Machine Learning and Systems. Rome, Italy (08.05.2023-08.05.2023)
doi: 10.1145/3578356.3592578
Konferenzveröffentlichung, Bibliographie