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- abstractJune 2024
Optimized Cross-Path Attacks via Adversarial Reconnaissance
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 52, Issue 1Pages 51–52https://doi.org/10.1145/3673660.3655075While softwarization and virtualization technologies make modern communication networks appear easier to manage, they also introduce highly complex interactions within the networks that can cause unexpected security threats. In this work, we study a ...
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SIGMETRICS/PERFORMANCE '24: Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems: ISBN 9798400706240 - abstractJune 2024
MetaVRadar: Measuring Metaverse Virtual Reality Network Activity
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 52, Issue 1Pages 11–12https://doi.org/10.1145/3673660.3655065The ''metaverse'', wherein users can immerse in virtual worlds through their VR headsets to work, study, play, shop, socialize, and entertain, is fast becoming a reality. However, little is known about the network dynamics of metaverse VR applications, ...
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SIGMETRICS/PERFORMANCE '24: Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems: ISBN 9798400706240 - articleFebruary 2024
Breaking Cyclic Dependencies for Network Calculus using Service Partitioning
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4Pages 32–42https://doi.org/10.1145/3649477.3649495Network Calculus (NC) is a method for providing certification evidence in networked systems, ensuring proper functioning of time-critical traffic. Traditional NC analyses focus on feedforward networks that are networks without cyclic dependencies. ...
- articleFebruary 2024
Quality Competition Among Internet Service Providers
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4Pages 4–5https://doi.org/10.1145/3649477.3649481Internet service providers (ISPs) have a variety of quality attributes that determine their attractiveness for data transmission, ranging from quality-of-service metrics such as jitter to security properties such as the presence of DDoS defense systems. ...
- abstractJuly 2022
Argus: Predictable Millimeter-Wave Picocells with Vision and Learning Augmentation
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 50, Issue 1Pages 29–30https://doi.org/10.1145/3547353.3522642We 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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SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems: ISBN 9781450391412 -
- abstractJuly 2022
Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 50, Issue 1Pages 7–8https://doi.org/10.1145/3547353.3522637Network 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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SIGMETRICS/PERFORMANCE '22: Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems: ISBN 9781450391412 - abstractJune 2022Best Student Paper
A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web
- Iman Akbari,
- Mohammad A. Salahuddin,
- Leni Ven,
- Noura Limam,
- Raouf Boutaba,
- Bertrand Mathieu,
- Stephanie Moteau,
- Stephane Tuffin
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 49, Issue 1Pages 23–24https://doi.org/10.1145/3543516.3453921Traffic classification is essential in network management for operations ranging from capacity planning, performance monitoring, volumetry, and resource provisioning, to anomaly detection and security. Recently, it has become increasingly challenging ...
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SIGMETRICS '21: Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems: ISBN 9781450380720 - abstractJune 2017
Persistent Spread Measurement for Big Network Data Based on Register Intersection
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 45, Issue 1Page 67https://doi.org/10.1145/3143314.3078593Persistent spread measurement is to count the number of distinct elements that persist in each network flow for predefined time periods. It has many practical applications, including detecting long-term stealthy network activities in the background of ...
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SIGMETRICS '17 Abstracts: Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems: ISBN 9781450350327 - posterJune 2017
HFTraC: High-Frequency Traffic Control
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 45, Issue 1Pages 43–44https://doi.org/10.1145/3143314.3078557We propose high-frequency traffic control (HFTraC), a rate control scheme that coordinates the transmission rates and buffer utilizations in routers network-wide at fast timescale. HFTraC can effectively deal with traffic demand fluctuation by utilizing ...
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SIGMETRICS '17 Abstracts: Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems: ISBN 9781450350327 - extended-abstractJune 2016
Automated Test Location Selection For Cellular Network Upgrades
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 44, Issue 1Pages 371–372https://doi.org/10.1145/2964791.2901505Cellular networks are constantly evolving due to frequent changes in radio access and end user equipment technologies, applications, and traffic. Network upgrades should be performed with extreme caution since millions of users heavily depend on the ...
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SIGMETRICS '16: Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science: ISBN 9781450342667 - extended-abstractJune 2016
Spatial Multi-LRU Caching for Wireless Networks with Coverage Overlaps
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 44, Issue 1Pages 403–405https://doi.org/10.1145/2964791.2901483This article introduces a novel family of decentralised caching policies for wireless networks, referred to as spatial multi-LRU. Based on these, cache inventories are updated in a way that provides content diversity to users that are covered by, and ...
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SIGMETRICS '16: Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science: ISBN 9781450342667 - posterJune 2014
TARDIS: stably shifting traffic in space and time
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 42, Issue 1Pages 593–594https://doi.org/10.1145/2637364.2592037This paper describes TARDIS (Traffic Assignment and Retiming Dynamics with Inherent Stability) which is an algorithmic procedure designed to reallocate traffic within Internet Service Provider (ISP) networks. Recent work has investigated the idea of ...
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SIGMETRICS '14: The 2014 ACM international conference on Measurement and modeling of computer systems: ISBN 9781450327893 - posterJune 2014
Impact of DHCP churn on network characterization
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 42, Issue 1Pages 587–588https://doi.org/10.1145/2637364.2592034We investigate the DHCP churn impact on network characterization by analyzing 18 months of DHCP, DNS, Firewall Alert, and Netflow data collected from an enterprise network of 30,000 clients. We find that DHCP churn has clear impact on network metrics.
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SIGMETRICS '14: The 2014 ACM international conference on Measurement and modeling of computer systems: ISBN 9781450327893 - posterJune 2014
FLOWR: a self-learning system for classifying mobileapplication traffic
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 42, Issue 1Pages 569–570https://doi.org/10.1145/2637364.2592022Also Published in:
SIGMETRICS '14: The 2014 ACM international conference on Measurement and modeling of computer systems: ISBN 9781450327893 - research-articleJune 2014
Noise can help: accurate and efficient per-flow latency measurement without packet probing and time stamping
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 42, Issue 1Pages 207–219https://doi.org/10.1145/2637364.2591988With the growth in number and significance of the emerging applications that require extremely low latencies, network operators are facing increasing need to perform latency measurement on per-flow basis for network monitoring and troubleshooting. In ...
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SIGMETRICS '14: The 2014 ACM international conference on Measurement and modeling of computer systems: ISBN 9781450327893 - short-paperJanuary 2014
Switch sizing for energy-efficient datacenter networks
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 41, Issue 3Pages 98–100https://doi.org/10.1145/2567529.2567558Saving power in datacenter networks has become a pressing issue. ElasticTree and CARPO fat-tree networks have recently been proposed to reduce power consumption by using sleep mode during the operation stage of the network. In this paper, we address the ...
- short-paperJanuary 2014
Interchange of limits in heavy traffic analysis under a moment condition
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 41, Issue 3Pages 55–57https://doi.org/10.1145/2567529.2567547We develop an approach to prove the interchange of limits in heavy traffic analysis of stochastic processing networks, using a moment condition on the primitive data, the interarrival and service times. The approach complements the one in [8], where a ...
- research-articleJune 2013
Distributing content simplifies ISP traffic engineering
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 41, Issue 1Pages 229–242https://doi.org/10.1145/2494232.2465764Several major Internet service providers today also offer content distribution services. The emergence of such "network-CDNs" (NCDNs) is driven both by market forces as well as the cost of carrying ever-increasing volumes of traffic across their ...
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SIGMETRICS '13: Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems: ISBN 9781450319003 - research-articleJune 2013
A first look at cellular network performance during crowded events
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 41, Issue 1Pages 17–28https://doi.org/10.1145/2494232.2465754During crowded events, cellular networks face voice and data traffic volumes that are often orders of magnitude higher than what they face during routine days. Despite the use of portable base stations for temporarily increasing communication capacity ...
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SIGMETRICS '13: Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems: ISBN 9781450319003