Muhammad Bilal

According to our database, Muhammad Bilal authored at least 13 papers between 2016 and 2026.

Collaborative distances:

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

2026

Observability Is Eating Your Cores: Fine-Grained Analysis of Microservice Metrics with IPU-Hosted Sketches.

Alessandro Cornacchia, Theophilus A. Benson, Muhammad Bilal, Marco Canini

Proceedings of the 23rd USENIX Symposium on Networked Systems Design and Implementation, 2026

2025

Toward an AI-Native Internet: Rethinking the Web Architecture for Semantic Retrieval.

Muhammad Bilal, Zafar Qazi, Marco Canini

CoRR, November, 2025

DMAS-Forge: A Framework for Transparent Deployment of AI Applications as Distributed Systems.

Alessandro Cornacchia, Vaastav Anand, Muhammad Bilal, Zafar Qazi, Marco Canini

CoRR, October, 2025

2023

With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions.

Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

MicroView: Cloud-Native Observability with Temporal Precision.

Alessandro Cornacchia, Theophilus A. Benson, Muhammad Bilal, Marco Canini

Proceedings of the on CoNEXT Student Workshop 2023, 2023

2022

Automatic configuration for cloud workloads.

Muhammad Bilal

PhD thesis, 2022

2021

On the Impact of Device and Behavioral Heterogeneity in Federated Learning.

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Muhammad Bilal, Marco Canini

CoRR, 2021

2020

Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub.

Muhammad Bilal, Marco Serafini, Marco Canini, Rodrigo Rodrigues

Proc. VLDB Endow., 2020

Finding the right cloud configuration for analytics clusters.

Muhammad Bilal, Marco Canini, Rodrigo Rodrigues

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2018

CHIMP: Crowdsourcing Human Inputs for Mobile Phones.

Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Mitigating Network Side Channel Leakage for Stream Processing Systems in Trusted Execution Environments.

Muhammad Bilal, Hassan Alsibyani, Marco Canini

Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018

2017

Towards automatic parameter tuning of stream processing systems.

Muhammad Bilal, Marco Canini

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

An Empirical Study of Android Alarm Usage for Application Scheduling.

Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki

Proceedings of the Passive and Active Measurement - 17th International Conference, 2016