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- articleFebruary 2024
Breaking Cyclic Dependencies for Network Calculus using Service Partitioning
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 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
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 24–25https://doi.org/10.1145/3649477.3649491WattScope is a system for non-intrusively estimating the power consumption of individual applications using external measurements of a server's aggregate power usage and without requiring direct access to the server's operating system or applications. ...
- articleFebruary 2024
POBO: Safe and Optimal Resource Management for Cloud Microservices
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 20–21https://doi.org/10.1145/3649477.3649489Resource management in microservices is challenging due to the uncertain latency-resource relationship, dynamic environment, and strict Service-Level Agreement (SLA) guarantees. This paper presents a Pessimistic and Optimistic Bayesian Optimization ...
- articleFebruary 2024
Heavy Traffic Joint Queue Length Distribution withoutResource Pooling
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 16–17https://doi.org/10.1145/3649477.3649487This paper studies the Heavy Traffic (HT) joint distribution of queue lengths in an Input-queued switch (IQ switch) operating under the MaxWeight scheduling policy. IQ switchserve as representative of SPNs that do not satisfy the socalled Complete ...
- articleFebruary 2024
Minimizing Age of Information under Arbitrary Arrival Model with Arbitrary Packet Size
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 10–11https://doi.org/10.1145/3649477.3649484In networked systems such as internet-of-things, cyber-physical systems, etc., information timeliness is a critical requirement. Timely updates ensure that the information available at the subsystems (nodes) are accurate, and actions are well-...
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- articleFebruary 2024
Quality Competition Among Internet Service Providers
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Pages 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. ...
- articleFebruary 2024
Message from the Technical Program Committee Chairs
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 4March 2024, Page 3https://doi.org/10.1145/3649477.3649480It is with great pleasure that we present to you this publication, the proceedings of IFIP Performance 2023. This issue includes extended abstracts of all regular papers accepted at the conference and the full short papers. This year's program boasts a ...
- articleJanuary 2024
Information Freshness for Monitoring and Control over Wireless Networks
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 3December 2023, Pages 62–65https://doi.org/10.1145/3639830.3639853Brief Biography: Vishrant Tripathi obtained his PhD from the EECS department at MIT, working with Prof. Modiano at the Lab for Information and Decision Systems (LIDS). He is currently working on building efficient data center networks at Google. His ...
- articleJanuary 2024
Timely Inference over Networks
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 3December 2023, Pages 58–61https://doi.org/10.1145/3639830.3639852Brief Biography: Md Kamran Chowdhury Shisher is a final-year Ph.D. candidate in the Department of Electrical and Computer Engineering at Auburn University, Auburn, AL, USA. He expects to graduate by May 2024. His Ph.D. works are advised by Yin Sun. ...
- articleJanuary 2024
Theory of Timely Remote Estimation and Application toSituational Awareness
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 3December 2023, Pages 50–53https://doi.org/10.1145/3639830.3639850Brief Biography: Tasmeen Zaman Ornee is a PhD candidate at the Electrical and Computer Engineering Department of Auburn University. She joined the Real-time Networking lab in Fall 2018. Her PhD supervisor is Prof. Yin Sun. She completed her M.Sc. in ...
- articleJanuary 2024
Data Freshness in Information-update Systems: Modeling, Scheduling, and Tradeoffs
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 3December 2023, Pages 46–49https://doi.org/10.1145/3639830.3639849Brief Biography: Zhongdong Liu is a final-year Ph.D. student in the Department of Computer Science at Virginia Tech. He received his B.S. degree in Mathematics and Applied Mathematics with honors from Northeast Forestry University in 2016. His research ...
- articleJanuary 2024
An Energy-efficient Wireless Sensor Network Applied to Greenhouse Cultivation
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 51, Issue 3December 2023, Pages 19–21https://doi.org/10.1145/3639830.3639839Wireless sensors have already been used for a long time in military, health, and agricultural environments [6]. Despite the advances in precision agriculture, wireless sensor networks remain a distant reality for small farmers, mainly greenhouse farmers, ...
- articleMarch 2022
Updating the Theory of Buffer Sizing
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 49, Issue 3December 2021, Pages 55–56https://doi.org/10.1145/3529113.3529131Internet routers have packet buffers which reduce packet loss during times of congestion. Sizing the router buffer correctly is important: if a router buffer is too small, it can cause high packet loss and link under-utilization. If a buffer is too ...
- articleMarch 2022
Online Learning for Hierarchical Scheduling to Support Network Slicing in Cellular Networks
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 49, Issue 3December 2021, Pages 8–9https://doi.org/10.1145/3529113.3529116We study a learning-based hierarchical scheduling framework in support of network slicing for cellular networks. This addresses settings where users and/or service classes are grouped into slices, and resources are allocated hierarchically. The ...
- research-articleMay 2021
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 4March 2021, Pages 49–52https://doi.org/10.1145/3466826.3466843Despite the many attempts and approaches for anomaly de- tection explored over the years, the automatic detection of rare events in data communication networks remains a com- plex problem. In this paper we introduce Net-GAN, a novel approach to network ...
- research-articleMay 2021
Machine Learning based KPI Monitoring of Video Streaming Traffic for QoE Estimation
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 4March 2021, Pages 33–36https://doi.org/10.1145/3466826.3466839Quality of Experience (QoE) monitoring of video streaming traffic is crucial task for service providers. Nowadays it is challenging due to the increased usage of end-to-end encryption. In order to overcome this issue, machine learning (ML) approaches ...
- research-articleMarch 2021
Network and Application Performance Measurement Challenges on Android Devices
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 3December 2020, Pages 6–11https://doi.org/10.1145/3453953.3453955Modern mobile systems are optimized for energy-efficient computation and communications, and these optimizations affect the way they use the network, and thus the performance of the applications. Therefore, understanding network and application ...
- research-articleJuly 2020
Latency Imbalance Among Internet Load-Balanced Paths: A Cloud-Centric View
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 1June 2020, Pages 65–66https://doi.org/10.1145/3410048.3410086Load balancers choose among load-balanced paths to distribute traffic as if it makes no difference using one path or another. This work shows that the latency difference between load-balanced paths (called latency imbalance), previously deemed ...
- research-articleJuly 2020
Generalized Sketch Families for Network Traffic Measurement
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 1June 2020, Pages 63–64https://doi.org/10.1145/3410048.3410085Traffic measurement provides critical information for network management, resource allocation, traffic engineering, and attack detection. Most prior art has been geared towards specific application needs with specific performance objectives. To support ...
- research-articleJuly 2020
I Know What You Did Last Summer: Network Monitoring using Interval Queries
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 1June 2020, Pages 61–62https://doi.org/10.1145/3410048.3410084Modern telemetry systems require advanced analytic capabilities such as drill down queries. These queries can be used to detect the beginning and end of a network anomaly by efficiently refining the search space. We present the first integral solution ...