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Marco Canini

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Observability Is Eating Your Cores: Fine-Grained Analysis of Microservice Metrics with...NSDI '262026-05-04
μView implements an on-accelerator observability data plane that runs streaming IPU-hosted sketches to analyze microservice metrics locally and ship only…
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Cost-effective and Reliable Global Internet Peering with Programmable SwitchesNSDI '262026-05-04
A production hybrid peering system called Janus uses programmable switches (Broadcom Trident3 in testbed) plus DPDK 48-core hosts to offload inbound traffic to…
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SAGE: Software-based Attestation for GPU ExecutionUSENIX ATC '232023-07-10
Software-only attestation that runs on NVIDIA A100 (Ampere) GPUs and pairs with a CPU SGX verifier to prove code and data integrity and secrecy. Implements a…
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RDMA is Turing complete, we just did not know it yet!19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Claims RDMA is Turing complete by running self-modifying RDMA chains on commodity NICs: pre-posted RDMA_RECEIVE/READ/WRITE operations get mutated at runtime…
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Unlocking the Power of Inline Floating-Point Operations on Programmable Switches19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Proposes FPISA, a compact floating-point representation and pipeline methods, implements it on Intel Tofino then identifies throughput and accuracy limits, and…
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Scaling Distributed Machine Learning with In-Network AggregationNSDI ’212021-04-12
Implements SwitchML: a co-designed system that pushes aggregation into a programmable switch dataplane to reduce model-update volume and offload the all-reduce…
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