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FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute
provisioning is costly, and real-world FaaS workloads exhibit highly dynamic patterns. In this paper, we design ...admin - November 25, 2021 - 10:42 pm
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Modular Switch Programming Under Resource Constraints
paper, we present P4All, an extension of P4 that allows programmers to define elastic data structures ... = {https://www.usenix.org/conference/nsdi22/presentation/hogan}, publisher = {USENIX Association}, month = apr} Download Hogan PDF Hogan Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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SketchLib: Enabling Efficient Sketch-based Monitoring on Programmable Switches
sketches are either inefficient and/or infeasible on hardware. Our contributions in the paper are: (1) ... = {https://www.usenix.org/conference/nsdi22/presentation/namkung}, publisher = {USENIX Association}, month = apr} Download Namkung PDF Namkung Paper (Prepublication) ...admin - May 19, 2022 - 1:41 pm
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DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks
= {https://www.usenix.org/conference/nsdi22/presentation/yang}, publisher = {USENIX Association}, month = apr} Download Yang PDF Yang Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters
workloads in heterogeneous GPU clusters raises a number of challenges. In this paper, we present ... = {https://www.usenix.org/conference/nsdi22/presentation/weng}, publisher = {USENIX Association}, month = apr} Download Weng PDF Weng Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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Gearbox: A Hierarchical Packet Scheduler for Approximate Weighted Fair Queuing
scheduling and the large number of queues required. This paper proposes Gearbox, a scheduler primitive for ... = {https://www.usenix.org/conference/nsdi22/presentation/gao-peixuan}, publisher = {USENIX Association}, month = apr} Download Gao PDF Gao Paper (Prepublication) PDF ...admin - February 6, 2023 - 12:44 pm
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Evolvable Network Telemetry at Facebook
In this paper, we present PCAT, a production change-aware telemetry system that handles changes in ... publisher = {USENIX Association}, month = apr} Download Zhou PDF Zhou Paper (Prepublication) PDF View the ...admin - May 19, 2022 - 1:49 pm
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Differential Network Analysis
Association}, month = apr} Download Zhang PDF Zhang Paper (Prepublication) PDF View the slides ...admin - May 19, 2022 - 1:41 pm
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Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets
great benefits. In this paper, we systematically study the impact of temporal and spatial traffic ... = {https://www.usenix.org/conference/nsdi22/presentation/ghasemirahni}, publisher = {USENIX Association}, month = apr} Download Ghasemirahni PDF Ghasemirahni Paper ...admin - May 19, 2022 - 1:42 pm
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CloudCluster: Unearthing the Functional Structure of a Cloud Service
VMs communicate with each other. In this paper, we show that, using the VM-to-VM traffic matrix, we ... publisher = {USENIX Association}, month = apr} Download Pang PDF Pang Paper (Prepublication) PDF View the ...admin - May 19, 2022 - 1:41 pm
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Cocktail: A Multidimensional Optimization for Model Serving in Cloud
= {https://www.usenix.org/conference/nsdi22/presentation/gunasekaran}, publisher = {USENIX Association}, month = apr} Download Gunasekaran PDF Gunasekaran Paper ...admin - May 19, 2022 - 1:41 pm
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Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
= {USENIX Association}, month = apr} Download Bhardwaj PDF Bhardwaj Paper (Prepublication) PDF View the ...admin - May 19, 2022 - 1:41 pm
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Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
a massive number of concurrent flows into limited on-chip SRAMs. This paper presents Tiara, a hardware ... = {https://www.usenix.org/conference/nsdi22/presentation/zeng}, publisher = {USENIX Association}, month = apr} Download Zeng PDF Zeng Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:42 pm
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RDMA is Turing complete, we just did not know it yet!
publisher = {USENIX Association}, month = apr} Download Reda PDF Reda Paper (Prepublication) PDF View the ...admin - May 19, 2022 - 1:41 pm
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Backpressure Flow Control
dramatically increasing costs. In this paper, we argue that we have reached the practical limits of end-to-end ... = {https://www.usenix.org/conference/nsdi22/presentation/goyal}, publisher = {USENIX Association}, month = apr} Download Goyal PDF Goyal Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:42 pm
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Bluebird: High-performance SDN for Bare-metal Cloud Services
the cloud, including network and storage. This paper presents our experiences in designing, ... = {https://www.usenix.org/conference/nsdi22/presentation/arumugam}, publisher = {USENIX Association}, month = apr} Download Arumugam PDF Arumugam Paper ...admin - May 19, 2022 - 1:41 pm
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A Case for Task Sampling based Learning for Cluster Job Scheduling
properties can change over time, which lead to inaccurate predictions. In this paper, we explore the ... = {https://www.usenix.org/conference/nsdi22/presentation/jajoo}, publisher = {USENIX Association}, month = apr} Download Jajoo PDF Jajoo Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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Detecting Ephemeral Optical Events with OpTel
data on time to detect and troubleshoot degradation or failure events in a timely fashion. This paper ... = {USENIX Association}, month = apr} Download Miao PDF Miao Paper (Prepublication) PDF View the slides ...admin - May 19, 2022 - 1:41 pm
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Closed-loop Network Performance Monitoring and Diagnosis with SpiderMon
= {https://www.usenix.org/conference/nsdi22/presentation/wang-weitao-spidermon}, publisher = {USENIX Association}, month = apr} Download Wang PDF Wang Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models
publisher = {USENIX Association}, month = apr} Download Eisenman PDF Eisenman Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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cISP: A Speed-of-Light Internet Service Provider
= {https://www.usenix.org/conference/nsdi22/presentation/bhattacherjee}, publisher = {USENIX Association}, month = apr} Download Bhattacherjee PDF Bhattacherjee Paper ...admin - May 19, 2022 - 1:42 pm
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HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks
= {https://www.usenix.org/conference/nsdi22/presentation/agarwal}, publisher = {USENIX Association}, month = apr} Download Agarwal PDF Agarwal Paper (Prepublication) ...admin - May 19, 2022 - 1:41 pm
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Saiyan: Design and Implementation of a Low-power Demodulator for LoRa Backscatter Systems
access point and scales down to such circumstances. This paper presents Saiyan, an ultra-low-power ... publisher = {USENIX Association}, month = apr} Download Guo PDF Guo Paper (Prepublication) PDF View the ...admin - May 19, 2022 - 1:42 pm
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Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks
= {https://www.usenix.org/conference/nsdi22/presentation/zhang-yiwen}, publisher = {USENIX Association}, month = apr} Download Zhang PDF Zhang Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:41 pm
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In-Network Velocity Control of Industrial Robot Arms
demonstrated through different applications. In this paper, we argue that programmable data planes could be ... = {https://www.usenix.org/conference/nsdi22/presentation/laki}, publisher = {USENIX Association}, month = apr} Download Laki PDF Laki Paper (Prepublication) PDF ...admin - May 19, 2022 - 1:42 pm