Muhammad Bilal

13 papers A* 1A 1B 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
DMAS-Forge: A Framework for Transparent Deployment of AI Applications as Distributed Systems.
CoRR
Alessandro Cornacchia, Vaastav Anand, Muhammad Bilal, Zafar Qazi, Marco Canini
2025 J jnl
Toward an AI-Native Internet: Rethinking the Web Architecture for Semantic Retrieval.
CoRR
Muhammad Bilal, Zafar Qazi, Marco Canini
2023 — conf
MicroView: Cloud-Native Observability with Temporal Precision.
StudentWorkshop@CoNEXT
Alessandro Cornacchia, Theophilus A. Benson, Muhammad Bilal, Marco Canini
2023 A conf
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions.
EuroSys
Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
2022 — —
Automatic configuration for cloud workloads.
Muhammad Bilal
2021 J jnl
On the Impact of Device and Behavioral Heterogeneity in Federated Learning.
CoRR
Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Muhammad Bilal, Marco Canini
2021 J jnl
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions.
CoRR
Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
2020 J jnl
Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub.
Proc. VLDB Endow.
Muhammad Bilal, Marco Serafini, Marco Canini, Rodrigo Rodrigues
2020 — conf
Finding the right cloud configuration for analytics clusters.
SoCC
Muhammad Bilal, Marco Canini, Rodrigo Rodrigues
2018 A* conf
CHIMP: Crowdsourcing Human Inputs for Mobile Phones.
WWW
Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
2018 — conf
Mitigating Network Side Channel Leakage for Stream Processing Systems in Trusted Execution Environments.
DEBS
Muhammad Bilal, Hassan Alsibyani, Marco Canini
2017 — conf
Towards automatic parameter tuning of stream processing systems.
SoCC
Muhammad Bilal, Marco Canini
2016 B conf
An Empirical Study of Android Alarm Usage for Application Scheduling.
PAM
Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki