Mehran Salmani

According to our database, Mehran Salmani authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Bridging CPU and GPU Autoscaling for Cost-Efficient Inference Serving.

Mehran Salmani, Kamran Razavi, Peter Amthor, Boris Koldehofe

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency.

Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi

Proceedings of the Companion of the 16th ACM/SPEC International Conference on Performance Engineering, 2025

2024

A Tale of Two Scales: Reconciling Horizontal and Vertical Scaling for Inference Serving Systems.

Kamran Razavi, Mehran Salmani, Max Mühlhäuser, Boris Koldehofe, Lin Wang

CoRR, 2024

2023

Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems.

Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023