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检索条件"任意字段=Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation"

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proceedings of the 21st usenix symposium on networked systems design and implementation, NSDI 2024

Proceedings of the 21st USENIX Symposium on Networked System...

引用

21st usenix symposium on networked systems design and implementation, NSDI 2024

ISBN: (纸本)9781939133397

The proceedings contain 112 papers. The topics discussed include: Horus: granular in-network task scheduler for cloud datacenters;making kernel bypass practical for the cloud with junction;flow scheduling with imprecise knowledge;Pudica: toward near-zero queuing delay in congestion control for cloud gaming;autothrottle: a practical bi-level approach to resource management for SLO-targeted microservices;Jolteon: unleashing the promise of serverless for serverless workflows;can’t be late: optimizing spot instance savings under deadlines;towards intelligent automobile cockpit via a new container architecture;TECC: towards efficient QUIC tunneling via collaborative transmission control;istack: a general and stateful name-based protocol stack for named data networking;and the bedrock of byzantine fault tolerance: a unified platform for BFT protocols analysis, implementation, and experimentation.

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Seer: enabling future-aware online caching in networked systems 24

Seer: enabling future-aware online caching in networked syst...

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proceedings of the 21st usenix symposium on networked systems design and implementation

作者： Jason Lei Vishal Shrivastav Purdue University

ISBN: (纸本)9781939133397

state-intensive network and distributed applications rely heavily on online caching heuristics for high performance. However, there remains a fundamental performance gap between online caching heuristics and the optimal offline caching algorithm due to the lack of visibility into future state access requests in an online setting. Driven by the observation that state access requests in network and distributed applications are often carried in incoming network packets, we present Seer, an online caching solution for networked systems, that exploits the delays experienced by a packet inside a network - most prominently, transmission and queuing delays - to notify in advance of future packet arrivals to the target network nodes (switches/routers/middleboxes/end-hosts) implementing caching. Using this as a building block, Seer presents the design of an online cache manager that leverages visibility into (partial) set of future state access requests to make smarter prefetching and cache eviction decisions. Our evaluations show that Seer achieves up to 65% lower cache miss ratio and up to 78% lower flow completion time compared to LRU for key network applications over realistic workloads.

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The bedrock of byzantine fault tolerance: a unified platform for BFT protocols analysis, implementation, and experimentation 24

The bedrock of byzantine fault tolerance: a unified platform...

引用

proceedings of the 21st usenix symposium on networked systems design and implementation

作者： Mohammad Javad Amiri Chenyuan Wu Divyakant Agrawal Amr El Abbadi Boon Thau Loo Mohammad Sadoghi Stony Brook University University of Pennsylvania UC Santa Barbara UC Davis

ISBN: (纸本)9781939133397

Byzantine Fault-Tolerant (BFT) protocols cover a broad spectrum of design dimensions from infrastructure settings, such as the communication topology, to more technical features, such as commitment strategy and even fundamental social choice properties like order-fairness. The proliferation of different protocols has made it difficult to navigate the BFT landscape, let alone determine the protocol that best meets application needs. This paper presents Bedrock, a unified platform for BFT protocols analysis, implementation, and experimentation. Bedrock proposes a design space consisting of a set of dimensions and explores several design choices that capture the trade-offs between different design space dimensions. Within Bedrock, a wide range of BFT protocols can be implemented and uniformly evaluated under a unified deployment environment.

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A high-performance design, implementation, deployment, and evaluation of the slim fly network 24

A high-performance design, implementation, deployment, and e...

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proceedings of the 21st usenix symposium on networked systems design and implementation

作者： Nils Blach Maciej Besta Daniele De Sensi Jens Domke Hussein Harake Shigang Li Patrick Iff Marek Konieczny Kartik Lakhotia Ales Kubicek Marcel Ferrari Fabrizio Petrini Torsten Hoefler ETH Zürich ETH Zürich and Sapienza University of Rome RIKEN Center for Computational Science (R-CCS) Swiss National Supercomputing Centre (CSCS) ETH Zürich and BUPT Beijing AGH-UST Intel Labs

ISBN: (纸本)9781939133397

Novel low-diameter network topologies such as Slim Fly (SF) offer significant cost and power advantages over the established Fat Tree, Clos, or Dragonfly. To spearhead the adoption of low-diameter networks, we design, implement, deploy, and evaluate the first real-world SF installation. We focus on deployment, management, and operational aspects of our test cluster with 200 servers and carefully analyze performance. We demonstrate techniques for simple cabling and cabling validation as well as a novel high-performance routing architecture for InfiniBand-based low-diameter topologies. Our real-world benchmarks show SF's strong performance for many modern workloads such as deep neural network training, graph analytics, or linear algebra kernels. SF outperforms non-blocking Fat Trees in scalability while offering comparable or better performance and lower cost for large network sizes. Our work can facilitate deploying SF while the associated (open-source) routing architecture is fully portable and applicable to accelerate any low-diameter interconnect.

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NN-defined modulator: reconfigurable and portable software modulator on IoT gateways 24

NN-defined modulator: reconfigurable and portable software m...

引用

proceedings of the 21st usenix symposium on networked systems design and implementation

作者： Jiazhao Wang Wenchao Jiang Ruofeng Liu Bin Hu Demin Gao Shuai Wang Singapore University of Technology and Design University of Minnesota University of Southern California Nanjing Forestry University Southeast University

ISBN: (纸本)9781939133397

A physical-layer modulator is a vital component for an IoT gateway to map the symbols to signals. However, due to the soldered hardware chipsets on the gateway's motherboards or the diverse toolkits on different platforms for the software radio, the existing solutions either have limited extensibility or are platform-specific. Such limitation is hard to ignore when modulation schemes and hardware platforms have become extremely diverse. This paper presents a new paradigm of using neural networks as an abstraction layer for physical layer modulators in IoT gateway devices, referred to as NN-defined modulators. Our approach addresses the challenges of extensibility and portability for multiple technologies on various hardware platforms. The proposed NN-defined modulator uses a model-driven methodology rooted in solid mathematical foundations while having native support for hardware acceleration and portability to heterogeneous platforms. We conduct the evaluation of NN-defined modulators on different platforms, including Nvidia Jetson Nano and Raspberry Pi. Evaluations demonstrate that our NN-defined modulator effectively operates as conventional modulators and provides significant efficiency gains (up to 4.7× on Nvidia Jetson Nano and 1.1× on Raspberry Pi), indicating high portability. Furthermore, we show the real-world applications using our NNdefined modulators to generate ZigBee and WiFi packets, which are compliant with commodity TI CC2650 (ZigBee) and Intel AX201 (WiFi NIC), respectively.

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The Bedrock of Byzantine Fault Tolerance: A Unified Platform for BFT Protocols Analysis, implementation, and Experimentation 21

The Bedrock of Byzantine Fault Tolerance: A Unified Platform...

引用

21st usenix symposium on networked systems design and implementation, NSDI 2024

作者： Amiri, Mohammad Javad Wu, Chenyuan Agrawal, Divyakant El Abbadi, Amr Loo, Boon Thau Sadoghi, Mohammad Stony Brook University United States University of Pennsylvania United States UC Santa Barbara United States UC Davis United States

ISBN: (纸本)9781939133397

关键词： Economic and social effects

来源：评论

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Seer: Enabling Future-Aware Online Caching in networked systems 21

Seer: Enabling Future-Aware Online Caching in Networked Syst...

引用

21st usenix symposium on networked systems design and implementation, NSDI 2024

作者： Lei, Jason Shrivastav, Vishal Purdue University United States

ISBN: (纸本)9781939133397

state-intensive network and distributed applications rely heavily on online caching heuristics for high performance. However, there remains a fundamental performance gap between online caching heuristics and the optimal offline caching algorithm due to the lack of visibility into future state access requests in an online setting. Driven by the observation that state access requests in network and distributed applications are often carried in incoming network packets, we present Seer, an online caching solution for networked systems, that exploits the delays experienced by a packet inside a network – most prominently, transmission and queuing delays – to notify in advance of future packet arrivals to the target network nodes (switches/routers/middleboxes/end-hosts) implementing caching. Using this as a building block, Seer presents the design of an online cache manager that leverages visibility into (partial) set of future state access requests to make smarter prefetching and cache eviction decisions. Our evaluations show that Seer achieves up to 65% lower cache miss ratio and up to 78% lower flow completion time compared to LRU for key network applications over realistic workloads. © 2024 proceedings of the 21st usenix symposium on networked systems design and implementation, NSDI 2024. All rights reserved.

关键词： Visibility

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A High-Performance design, implementation, Deployment, and Evaluation of The Slim Fly Network 21

A High-Performance Design, Implementation, Deployment, and E...

引用

21st usenix symposium on networked systems design and implementation, NSDI 2024

作者： Blach, Nils Besta, Maciej De Sensi, Daniele Domke, Jens Harake, Hussein Li, Shigang Iff, Patrick Konieczny, Marek Lakhotia, Kartik Kubicek, Ales Ferrari, Marcel Petrini, Fabrizio Hoefler, Torsten ETH Zürich Switzerland Sapienza University of Rome Italy Japan BUPT Beijing China Switzerland AGH-UST Poland Intel Labs

ISBN: (纸本)9781939133397

Novel low-diameter network topologies such as Slim Fly (SF) offer significant cost and power advantages over the established Fat Tree, Clos, or Dragonfly. To spearhead the adoption of low-diameter networks, we design, implement, deploy, and evaluate the first real-world SF installation. We focus on deployment, management, and operational aspects of our test cluster with 200 servers and carefully analyze performance. We demonstrate techniques for simple cabling and cabling validation as well as a novel high-performance routing architecture for InfiniBand-based low-diameter topologies. Our real-world benchmarks show SF’s strong performance for many modern workloads such as deep neural network training, graph analytics, or linear algebra kernels. SF outperforms non-blocking Fat Trees in scalability while offering comparable or better performance and lower cost for large network sizes. Our work can facilitate deploying SF while the associated (open-source)1 routing architecture is fully portable and applicable to accelerate any low-diameter interconnect. © 2024 proceedings of the 21st usenix symposium on networked systems design and implementation, NSDI 2024. All rights reserved.

关键词： Linear algebra

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NN-Defined Modulator: Reconfigurable and Portable Software Modulator on IoT Gateways 21

NN-Defined Modulator: Reconfigurable and Portable Software M...

引用

21st usenix symposium on networked systems design and implementation, NSDI 2024

作者： Wang, Jiazhao Jiang, Wenchao Liu, Ruofeng Hu, Bin Gao, Demin Wang, Shuai Singapore University of Technology and Design Singapore University of Minnesota United States University of Southern California United States Nanjing Forestry University China Southeast University China

ISBN: (纸本)9781939133397

A physical-layer modulator is a vital component for an IoT gateway to map the symbols to signals. However, due to the soldered hardware chipsets on the gateway’s motherboards or the diverse toolkits on different platforms for the software radio, the existing solutions either have limited extensibility or are platform-specific. Such limitation is hard to ignore when modulation schemes and hardware platforms have become extremely diverse. This paper presents a new paradigm of using neural networks as an abstraction layer for physical layer modulators in IoT gateway devices, referred to as NN-defined modulators. Our approach addresses the challenges of extensibility and portability for multiple technologies on various hardware platforms. The proposed NN-defined modulator uses a model-driven methodology rooted in solid mathematical foundations while having native support for hardware acceleration and portability to heterogeneous platforms. We conduct the evaluation of NN-defined modulators on different platforms, including Nvidia Jetson Nano and Raspberry Pi. Evaluations demonstrate that our NN-defined modulator effectively operates as conventional modulators and provides significant efficiency gains (up to 4.7× on Nvidia Jetson Nano and 1.1× on Raspberry Pi), indicating high portability. Furthermore, we show the real-world applications using our NN-defined modulators to generate ZigBee and WiFi packets, which are compliant with commodity TI CC2650 (ZigBee) and Intel AX201 (WiFi NIC), respectively. © 2024 proceedings of the 21st usenix symposium on networked systems design and implementation, NSDI 2024. All rights reserved.

关键词： Network layers

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The design and implementation of a Capacity-Variant storage System 22

The Design and Implementation of a Capacity-Variant Storage ...

引用

22nd usenix Conference on File and storage Technologies (FAst)

作者： Jiao, Ziyang Zhang, Xiangqun Shin, Hojin Choi, Jongmoo Kim, Bryan S. Syracuse Univ Syracuse NY 13244 USA Dankook Univ Yongin South Korea

ISBN: (纸本)9781939133397

We present the design and implementation of a capacity-variant storage system (CVSS) for flash-based solid-state drives (SSDs). CVSS aims to maintain high performance throughout the lifetime of an SSD by allowing storage capacity to gracefully reduce over time, thus preventing failslow symptoms. The CVSS comprises three key components: (1) CV-SSD, an SSD that minimizes write amplification and gracefully reduces its exported capacity with age;(2) CV-FS, a log-structured file system for elastic logical partition;and (3) CV-manager, a user-level program that orchestrates system components based on the state of the storage system. We demonstrate the effectiveness of CVSS with synthetic and real workloads, and show its significant improvements in latency, throughput, and lifetime compared to a fixed-capacity storage system. Specifically, under real workloads, CVSS reduces the latency, improves the throughput, and extends the lifetime by 8-53%, 49-316%, and 268-327%, respectively.

关键词： Flash-based SSDs

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