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- abstractJune 2022
Monetizing Spare Bandwidth: The Case of Distributed VPNs
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 19–20https://doi.org/10.1145/3489048.3530966Also Published in:
ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Unleashing the Power of Paying Multiplexing Only Once in Stochastic Network Calculus
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 117–118https://doi.org/10.1145/3489048.3530964The stochastic network calculus (SNC) holds promise as a versatile and uniform framework to calculate probabilistic performance bounds in networks of queues. A great challenge to accurate bounds and efficient calculations are stochastic dependencies ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 101–102https://doi.org/10.1145/3489048.3526955This paper studies the sensitivity (or insensitivity) of a class of load balancing algorithms that achieve asymptotic zero-waiting in the sub-Halfin-Whitt regime, named LB-zero. Most existing results on zero-waiting load balancing algorithms assume the ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Age-Dependent Differential Privacy
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 115–116https://doi.org/10.1145/3489048.3526953The proliferation of real-time applications has motivated extensive research on analyzing and optimizing data freshness in the context of age of information. However, classical frameworks of privacy (e.g., differential privacy (DP)) have overlooked the ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Fusing Speed Index during Web Page Loading
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 45–46https://doi.org/10.1145/3489048.3522663With conventional web page load metrics (e.g., Page Load Time) being blamed for deviating from actual user experiences, in recent years a more sensible and complex metric called Speed Index (SI) has been widely adopted to measure the user's quality of ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 -
- abstractJune 2022
Understanding I/O Direct Cache Access Performance for End Host Networking
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 5–6https://doi.org/10.1145/3489048.3522662Direct Cache Access (DCA) enables a network interface card (NIC) to load and store data directly on the processor cache, as conventional Direct Memory Access (DMA) is no longer suitable as the bridge between NIC and CPU in the era of 100 Gigabit ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
The First 5G-LTE Comparative Study in Extreme Mobility
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 31–32https://doi.org/10.1145/3489048.35226605G claims to support mobility up to 500 km/h according to the 3GPP standard. However, its field performance under high-speed scenes remains in mystery. In this paper, we conduct the first large-scale measurement campaign on a high-speed railway route ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
NG-Scope: Fine-Grained Telemetry for NextG Cellular Networks
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 27–28https://doi.org/10.1145/3489048.3522652Accurate and highly-granular channel capacity telemetry of the cellular last hop is crucial for the effective operation of transport layer protocols and cutting edge applications, such as video on demand and videotelephony. This paper presents the ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
End-to-end Characterization of Game Streaming Applications on Mobile Platforms
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 11–12https://doi.org/10.1145/3489048.3522650With the advent of 5G, hosting high-quality game streaming applications on mobile devices has become a reality. To our knowledge, no prior study systematically investigates the < QoS, Energy > tuple on the end-to-end game streaming pipeline across the ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Data-Driven Network Path Simulation with iBox
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 47–48https://doi.org/10.1145/3489048.3522646While network simulation is widely used for evaluating network protocols and applications, ensuring realism remains a key challenge. There has been much work on simulating network mechanisms faithfully (e.g., links, buffers, etc.), but less attention on ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Curvature-based Analysis of Network Connectivity in Private Backbone Infrastructures
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 1–2https://doi.org/10.1145/3489048.3522645The main premise of this work is that since large cloud providers can and do manipulate probe packets that traverse their privately owned and operated backbones, standard traceroute-based measurement techniques are no longer a reliable means for ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Automatic Inference of BGP Location Communities
- Brivaldo A. da Silva Jr.,
- Paulo Mol,
- Osvaldo Fonseca,
- Ítalo Cunha,
- Ronaldo A. Ferreira,
- Ethan Katz-Bassett
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 3–4https://doi.org/10.1145/3489048.3522643We present a set of techniques to infer the semantics of BGP communities from public BGP data. Our techniques infer communities related to the entities or locations traversed by a route by correlating communities with AS paths. We also propose a set of ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Argus: Predictable Millimeter-Wave Picocells with Vision and Learning Augmentation
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 29–30https://doi.org/10.1145/3489048.3522642We propose Argus, a system to enable millimeter-wave (mmWave) deployers to quickly complete site-surveys without sacrificing the accuracy and effectiveness of thorough network deployment surveys. Argus first models the mmWave reflection profile of an ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Xatu: Richer Neural Network Based Prediction for Video Streaming
- Yun Seong Nam,
- Jianfei Gao,
- Chandan Bothra,
- Ehab Ghabashneh,
- Sanjay Rao,
- Bruno Ribeiro,
- Jibin Zhan,
- Hui Zhang
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 9–10https://doi.org/10.1145/3489048.3522641The performance of Adaptive Bitrate (ABR) algorithms for video streaming depends on accurately predicting the download time of video chunks. Existing prediction approaches (i) assume chunk download times are dominated by network throughput; and (ii) ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Understanding the Practices of Global Censorship through Accurate, End-to-End Measurements
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 17–18https://doi.org/10.1145/3489048.3522640It is challenging to conduct a large scale Internet censorship measurement, as it involves triggering censors through artificial requests and identifying abnormalities from corresponding responses. Due to the lack of ground truth on the expected ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Understanding the Performance Guarantee of Physical Topology Design for Optical Circuit Switched Data Centers
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 97–98https://doi.org/10.1145/3489048.3522639As a first step of designing O ptical-circuit-switched D ata C enters (ODC), physical topology design is critical as it determines the scalability and the performance limit of the entire ODC. However, prior works on ODC have not yet paid much attention ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Tuxedo: Maximizing Smart Contract Computation in PoW Blockchains
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 63–64https://doi.org/10.1145/3489048.3522638Proof-of-Work~(PoW) based blockchains typically allocate only a tiny fraction (e.g., less than 1% for Ethereum) of the average interarrival time~$\mathbbI $ between blocks for validating smart contracts present in transactions. In such systems, block ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 7–8https://doi.org/10.1145/3489048.3522637Network management often relies on machine learning to make predictions about performance and security from network traffic. Often, the representation of the traffic is as important as the choice of the model. The features that the model relies on, and ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 99–100https://doi.org/10.1145/3489048.3522635The bandwidth and latency requirements of modern datacenter applications have led researchers to propose various topology designs using static, dynamic demand-oblivious (rotor), and/or dynamic demand-aware switches. However, given the diverse nature of ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1 - abstractJune 2022
YourAdvalue: Measuring Advertising Price Dynamics without Bankrupting User Privacy
- Michalis Pachilakis,
- Panagiotis Papadopoulos,
- Nikolaos Laoutaris,
- Evangelos P. Markatos,
- Nicolas Kourtellis
SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 41–42https://doi.org/10.1145/3489048.3522629The Real Time Bidding (RTB) protocol is by now more than a decade old. During this time, a handful of measurement papers have looked at bidding strategies, personal information flow, and cost of display advertising through RTB. In this paper, we present ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 50 Issue 1