Marco Canini
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
83
Venues
26
Active years
2008–2026
Best venue rank
A*
Where they publish
- A*SIGCOMM18 papers
- NationalNSDI9 papers
- AEuroSys7 papers
- ACoNEXT7 papers
- A*INFOCOM6 papers
- BCLOUD5 papers
- AICDCS4 papers
- AUSENIX4 papers
- BNetworking3 papers
- AECAI2 papers
- A*ICLR2 papers
- NationalHOTNETS2 papers
- AAISTATS1 paper
- A*EMNLP1 paper
- A*ISCA1 paper
- A*ICDM1 paper
- A*ASPLOS1 paper
- A*SOSP1 paper
- A*AAAI1 paper
- A*OSDI1 paper
- ADSN1 paper
- BIWCMC1 paper
- BPAM1 paper
- BSRDS1 paper
- BFPL1 paper
- CPDP1 paper
Papers
83 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EuroSys | Reducing the GPU Memory Bottleneck with Lossless Compression for ML. | Aditya K. Kamath, Arvind Krishnamurthy, Marco Canini, Simon Peter |
| 2026 | INFOCOM | Opportunistic Telemetry Transport in Hardware-Accelerated Observability Pipelines. | Hadj Ahmed Chikh Dahmane, Alessandro Cornacchia, Marco Canini |
| 2026 | Networking | Application-Level Function Pipelines on In-Network FPGA Accelerators. | Ziyi Yang, Zsolt Istvn, Marco Canini, Suhaib A. Fahmy |
| 2026 | NSDI | Observability Is Eating Your Cores: Fine-Grained Analysis of Microservice Metrics with IPU-Hosted Sketches. | Alessandro Cornacchia, Theophilus A. Benson, Muhammad Bilal, Marco Canini |
| 2026 | NSDI | Cost-effective and Reliable Global Internet Peering with Programmable Switches. | Congcong Miao, Zhiyi Yao, Jianchao Lv, Jinglin Wang, Shihan Lin, Xinyi Zhang, Yunming Xiao, Wei Guo, Jiwu Bu, Yachen Wang, Xianneng Zou, Yong Jiang, Marco Canini, Gaogang Xie |
| 2025 | AISTATS | DPFL: Decentralized Personalized Federated Learning. | Salma Kharrat, Marco Canini, Samuel Horvth |
| 2025 | ECAI | Quantize Once, Train Fast: Allreduce-Compatible Compression with Provable Guarantees. | Jihao Xin, Marco Canini, Peter Richtrik, Samuel Horvth |
| 2025 | EMNLP | ACING: Actor-Critic for Instruction Learning in Black-Box LLMs. | Salma Kharrat, Fares Fourati, Marco Canini |
| 2025 | ICLR | Query-based Knowledge Transfer for Heterogeneous Learning Environments. | Norah Alballa, Wenxuan Zhang, Ziquan Liu, Ahmed M. Abdelmoniem, Mohamed Elhoseiny, Marco Canini |
| 2025 | ISCA | Assassyn: A Unified Abstraction for Architectural Simulation and Implementation. | Jian Weng, Boyang Han, Derui Gao, Ruijie Gao, Wanning Zhang, An Zhong, Ceyu Xu, Jihao Xin, Yangzhixin Luo, Lisa Wu Wills, Marco Canini |
| 2025 | SIGCOMM | Scaling SCIERA: A Journey Through the Deployment of a Next-generation Network. | Franois Wirz, Marten Gartner, Jelte van Bommel, Elham Ehsani Moghadam, Grace H. Cimaszewski, Anxiao He, Yizhe Zhang, Henry Birge-Lee, Felix Kottmann, Cyrill Krhenbhl, Jonghoon Kwon, Kyveli Mavromati, Liang Wang, Daniel Bertolo, Marco Canini, Buseung Cho, Ronaldo A. Ferreira, Simon Peter Green, David Hausheer, Junbeom Hur, Xiaohua Jia, Heejo Lee, Prateek Mittal, Omo Oaiya, Chanjin Park, Adrian Perrig, Jerry Sobieski, Yixin Sun, Cong Wang, Klaas Wierenga |
| 2024 | ECAI | FilFL: Client Filtering for Optimized Client Participation in Federated Learning. | Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini, Marco Canini |
| 2024 | ICDCS | Towards LLM-Assisted System Testing for Microservices. | Mustafa Almutawa, Qusai Ghabrah, Marco Canini |
| 2024 | ICDM | Continuous Exact Explanations of Neural Networks. | Alice Dethise, Marco Canini |
| 2023 | ASPLOS | In-Network Aggregation with Transport Transparency for Distributed Training. | Shuo Liu, Qiaoling Wang, Junyi Zhang, Wenfei Wu, Qinliang Lin, Yao Liu, Meng Xu, Marco Canini, Ray C. C. Cheung, Jianfei He |
| 2023 | CoNEXT | MicroView: Cloud-Native Observability with Temporal Precision. | Alessandro Cornacchia, Theophilus A. Benson, Muhammad Bilal, Marco Canini |
| 2023 | EuroSys | With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions. | Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues |
| 2023 | EuroSys | REFL: Resource-Efficient Federated Learning. | Ahmed M. Abdelmoniem, Atal Narayan Sahu, Marco Canini, Suhaib A. Fahmy |
| 2023 | EuroSys | A First Look at the Impact of Distillation Hyper-Parameters in Federated Knowledge Distillation. | Norah Alballa, Marco Canini |
| 2023 | SIGCOMM | TENSOR: Lightweight BGP Non-Stop Routing. | Congcong Miao, Yunming Xiao, Marco Canini, Ruiqiang Dai, Shengli Zheng, Jilong Wang, Jiwu Bu, Aleksandar Kuzmanovic, Yachen Wang |
| 2023 | USENIX | SAGE: Software-based Attestation for GPU Execution. | Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig |
| 2022 | EuroSys | Empirical analysis of federated learning in heterogeneous environments. | Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou, Marco Canini |
| 2022 | NSDI | RDMA is Turing complete, we just did not know it yet! | Waleed Reda, Marco Canini, Dejan Kostic, Simon Peter |
| 2022 | NSDI | Unlocking the Power of Inline Floating-Point Operations on Programmable Switches. | Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim |
| 2021 | EuroSys | Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization. | Ahmed M. Abdelmoniem, Marco Canini |
| 2021 | ICDCS | GRACE: A Compressed Communication Framework for Distributed Machine Learning. | Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem, Aritra Dutta, El Houcine Bergou, Konstantinos Karatsenidis, Marco Canini, Panos Kalnis |
| 2021 | ICLR | AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly. | Yuchen Jin, Tianyi Zhou, Liangyu Zhao, Yibo Zhu, Chuanxiong Guo, Marco Canini, Arvind Krishnamurthy |
| 2021 | INFOCOM | DC2: Delay-aware Compression Control for Distributed Machine Learning. | Ahmed M. Abdelmoniem, Marco Canini |
| 2021 | INFOCOM | Analyzing Learning-Based Networked Systems with Formal Verification. | Arnaud Dethise, Marco Canini, Nina Narodytska |
| 2021 | NSDI | Scaling Distributed Machine Learning with In-Network Aggregation. | Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtrik |
| 2021 | SIGCOMM | Efficient sparse collective communication and its application to accelerate distributed deep learning. | Jiawei Fei, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Amedeo Sapio |
| 2021 | SOSP | LineFS: Efficient SmartNIC Offload of a Distributed File System with Pipeline Parallelism. | Jongyul Kim, Insu Jang, Waleed Reda, Jaeseong Im, Marco Canini, Dejan Kostic, Youngjin Kwon, Simon Peter, Emmett Witchel |
| 2020 | AAAI | On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning. | Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis |
| 2020 | CLOUD | Finding the right cloud configuration for analytics clusters. | Muhammad Bilal, Marco Canini, Rodrigo Rodrigues |
| 2020 | CoNEXT | Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning. | Rishikesh R. Gajjala, Shashwat Banchhor, Ahmed M. Abdelmoniem, Aritra Dutta, Marco Canini, Panos Kalnis |
| 2020 | OSDI | Assise: Performance and Availability via Client-local NVM in a Distributed File System. | Thomas E. Anderson, Marco Canini, Jongyul Kim, Dejan Kostic, Youngjin Kwon, Simon Peter, Waleed Reda, Henry N. Schuh, Emmett Witchel |
| 2019 | INFOCOM | Measurements As First-class Artifacts. | Paolo Laffranchini, Lus E. T. Rodrigues, Marco Canini, Balachander Krishnamurthy |
| 2019 | SIGCOMM | Cracking Open the Black Box: What Observations Can Tell Us About Reinforcement Learning Agents. | Arnaud Dethise, Marco Canini, Srikanth Kandula |
| 2018 | CLOUD | Fast and Accurate Load Balancing for Geo-Distributed Storage Systems. | Kirill Bogdanov, Waleed Reda, Gerald Q. Maguire Jr., Dejan Kostic, Marco Canini |
| 2018 | CoNEXT | Dynam-IX: a dynamic interconnection eXchange. | Pedro de B. Marcos, Marco Chiesa, Lucas F. Mller, Pradeeban Kathiravelu, Christoph Dietzel, Marco Canini, Marinho P. Barcellos |
| 2018 | ICDCS | Renaissance: A Self-Stabilizing Distributed SDN Control Plane. | Marco Canini, Iosif Salem, Liron Schiff, Elad Michael Schiller, Stefan Schmid |
| 2018 | Networking | Moving Bits with a Fleet of Shared Virtual Routers. | Pradeeban Kathiravelu, Marco Chiesa, Pedro de B. Marcos, Marco Canini, Lus Veiga |
| 2018 | SIGCOMM | Sonata: query-driven streaming network telemetry. | Arpit Gupta, Rob Harrison, Marco Canini, Nick Feamster, Jennifer Rexford, Walter Willinger |
| 2018 | SIGCOMM | Dynam-IX: a Dynamic Interconnection eXchange. | Pedro de B. Marcos, Marco Chiesa, Lucas F. Mller, Pradeeban Kathiravelu, Christoph Dietzel, Marco Canini, Marinho P. Barcellos |
| 2017 | CLOUD | Towards automatic parameter tuning of stream processing systems. | Muhammad Bilal, Marco Canini |
| 2017 | CLOUD | DAIET: a system for data aggregation inside the network. | Amedeo Sapio, Ibrahim Abdelaziz, Marco Canini, Panos Kalnis |
| 2017 | CLOUD | Distributed resource management across process boundaries. | Lalith Suresh, Peter Bodk, Ishai Menache, Marco Canini, Florin Ciucu |
| 2017 | CoNEXT | SIXPACK: Securing Internet eXchange Points Against Curious onlooKers. | Marco Chiesa, Daniel Demmler, Marco Canini, Michael Schapira, Thomas Schneider |
| 2017 | EuroSys | Rein: Taming Tail Latency in Key-Value Stores via Multiget Scheduling. | Waleed Reda, Marco Canini, P. Lalith Suresh, Dejan Kostic, Sean Braithwaite |
| 2017 | HOTNETS | In-Network Computation is a Dumb Idea Whose Time Has Come. | Amedeo Sapio, Ibrahim Abdelaziz, Abdulla Aldilaijan, Marco Canini, Panos Kalnis |
| 2017 | ICDCS | A Self-Organizing Distributed and In-Band SDN Control Plane. | Marco Canini, Iosif Salem, Liron Schiff, Elad Michael Schiller, Stefan Schmid |
| 2017 | NSDI | Correct by Construction Networks Using Stepwise Refinement. | Leonid Ryzhyk, Nikolaj S. Bjrner, Marco Canini, Jean-Baptiste Jeannin, Cole Schlesinger, Douglas B. Terry, George Varghese |
| 2017 | SIGCOMM | Learning Reproducibility with a Yearly Networking Contest. | Marco Canini, Jon Crowcroft |
| 2017 | SIGCOMM | Privacy-Preserving Detection of Inter-Domain SDN Rules Overlaps. | Arnaud Dethise, Marco Chiesa, Marco Canini |
| 2016 | DSN | Ground Control to Major Faults: Towards a Fault Tolerant and Adaptive SDN Control Network. | Liron Schiff, Stefan Schmid, Marco Canini |
| 2016 | HOTNETS | Network Monitoring as a Streaming Analytics Problem. | Arpit Gupta, Rdiger Birkner, Marco Canini, Nick Feamster, Chris Mac-Stoker, Walter Willinger |
| 2016 | INFOCOM | Scheduling multi-flow network updates in Software-Defined NFV systems. | Yujie Liu, Yong Li, Marco Canini, Yue Wang, Jian Yuan |
| 2016 | NSDI | An Industrial-Scale Software Defined Internet Exchange Point. | Arpit Gupta, Robert MacDavid, Rdiger Birkner, Marco Canini, Nick Feamster, Jennifer Rexford, Laurent Vanbever |
| 2016 | USENIX | An Industrial-Scale Software Defined Internet Exchange Point. | Arpit Gupta, Robert MacDavid, Rdiger Birkner, Marco Canini, Nick Feamster, Jennifer Rexford, Laurent Vanbever |
| 2015 | INFOCOM | A distributed and robust SDN control plane for transactional network updates. | Marco Canini, Petr Kuznetsov, Dan Levin, Stefan Schmid |
| 2015 | NSDI | C3: Cutting Tail Latency in Cloud Data Stores via Adaptive Replica Selection. | P. Lalith Suresh, Marco Canini, Stefan Schmid, Anja Feldmann |
| 2015 | SIGCOMM | BRB: BetteR Batch Scheduling to Reduce Tail Latencies in Cloud Data Stores. | Waleed Reda, P. Lalith Suresh, Marco Canini, Sean Braithwaite |
| 2014 | SIGCOMM | SDLoad: an extensible framework for SDN workload generation. | Nicolas Laurent, Stefano Vissicchio, Marco Canini |
| 2014 | SIGCOMM | ESPRES: transparent SDN update scheduling. | Peter Peresni, Maciej Kuzniar, Marco Canini, Dejan Kostic |
| 2014 | USENIX | Panopticon: Reaping the Benefits of Incremental SDN Deployment in Enterprise Networks. | Dan Levin, Marco Canini, Stefan Schmid, Fabian Schaffert, Anja Feldmann |
| 2013 | SIGCOMM | Software transactional networking: concurrent and consistent policy composition. | Marco Canini, Petr Kuznetsov, Dan Levin, Stefan Schmid |
| 2013 | SIGCOMM | Automatic failure recovery for software-defined networks. | Maciej Kuzniar, Peter Peresni, Nedeljko Vasic, Marco Canini, Dejan Kostic |
| 2013 | SIGCOMM | Incremental SDN deployment in enterprise networks. | Dan Levin, Marco Canini, Stefan Schmid, Anja Feldmann |
| 2013 | SIGCOMM | OF.CPP: consistent packet processing for openflow. | Peter Peresni, Maciej Kuzniar, Nedeljko Vasic, Marco Canini, Dejan Kostic |
| 2013 | SIGCOMM | FatTire: declarative fault tolerance for software-defined networks. | Mark Reitblatt, Marco Canini, Arjun Guha, Nate Foster |
| 2012 | CoNEXT | A SOFT way for openflow switch interoperability testing. | Maciej Kuzniar, Peter Peresni, Marco Canini, Daniele Venzano, Dejan Kostic |
| 2012 | NSDI | A NICE Way to Test OpenFlow Applications. | Marco Canini, Daniele Venzano, Peter Peresni, Dejan Kostic, Jennifer Rexford |
| 2011 | CoNEXT | Is your OpenFlow application correct? | Peter Peresni, Marco Canini |
| 2011 | CoNEXT | Identifying and using energy-critical paths. | Nedeljko Vasic, Prateek Bhurat, Dejan M. Novakovic, Marco Canini, Satyam Shekhar, Dejan Kostic |
| 2011 | IWCMC | Evaluation and design of cache replacement policies under flooding attacks. | Martin Zdnk, Marco Canini |
| 2011 | PAM | Evolution of Cache Replacement Policies to Track Heavy-Hitter Flows. | Martin Zdnk, Marco Canini |
| 2011 | SIGCOMM | Online testing of federated and heterogeneous distributed systems. | Marco Canini, Vojin Jovanovic, Daniele Venzano, Dejan M. Novakovic, Dejan Kostic |
| 2011 | SIGCOMM | Insomnia in the access: or how to curb access network related energy consumption. | Eduard Goma Llairo, Marco Canini, Alberto Lpez Toledo, Nikolaos Laoutaris, Dejan Kostic, Pablo Rodriguez, Rade Stanojevic, Pablo Yage Valentin |
| 2011 | USENIX | Toward Online Testing of Federated and Heterogeneous Distributed Systems. | Marco Canini, Vojin Jovanovic, Daniele Venzano, Boris Spasojevic, Olivier Crameri, Dejan Kostic |
| 2011 | SRDS | Finding Almost-Invariants in Distributed Systems. | Maysam Yabandeh, Abhishek Anand, Marco Canini, Dejan Kostic |
| 2009 | FPL | Tracking elephant flows in internet backbone traffic with an FPGA-based cache. | Martin Zdnk, Marco Canini, Andrew W. Moore, David J. Miller, Wei Li |
| 2009 | Networking | GTVS: Boosting the Collection of Application Traffic Ground Truth. | Marco Canini, Wei Li, Andrew W. Moore, Raffaele Bolla |
| 2008 | PDP | On the Double-Faced Nature of P2P Traffic. | Raffaele Bolla, Marco Canini, Riccardo Rapuzzi, Michele Sciuto |