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measurement of Cloud-based Game Streaming System Response to Competing TCP Cubic or TCP BBR Flows 22

Measurement of Cloud-based Game Streaming System Response to...

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22nd acm Internet measurement Conference (IMC)

作者： Xu, Xiaokun Claypool, Mark Worcester Polytech Inst Worcester MA 01609 USA

ISBN: (纸本)9781450392594

Cloud-based game streaming is emerging as a convenient way to play games when clients have a good network connection. However, high-quality game streams need high bitrates and low latencies, a challenge when competing for network capacity with other flows. While some network aspects of cloud-based game streaming have been studied, missing are comparative performance and congestion responses to competing TCP flows. This paper presents results from experiments that measure how three popular commercial cloud-based game streaming systems - Google Stadia, NVidia GeForce Now, and Amazon Luna - respond and then recover to TCP Cubic and TCP BBR flows on a congested network link. analysis of bitrates, loss rates and round-trip times show the three systems have markedly different responses to the arrival and departure of competing network traffic.

关键词： Transmission control protocol

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Exploring Human Behaviours of Stress through Virtual Reality Interactions using Accessible, Embedded Sensors and User-Personalised Machine Learning

Exploring Human Behaviours of Stress through Virtual Reality...

引用

2025 CHI Conference on Human Factors in computing systems, CHI EA 2025

作者： Davies, Saskia Owen, Tom Walton, Sean Peter Swansea University Swansea United Kingdom

ISBN: (纸本)9798400713958

Virtual reality (VR) is increasingly applied in therapy due to its immersive and adaptable qualities, often augmented with sensors to facilitate the behavioural analysis of users. However, research in this domain commonly employs complex or intrusive setups that hinder real-world impact, arising from practicality limitations. In response, we aim to explore the capability of standalone VR sensors in stress detection. We gather a physiological dataset through VR user studies with 41 participants. A personalised random forest model is created for each user, trained against a ‘stress index’ produced by a medical-grade sensor. These models achieve 83.77% accuracy on average, and feature importance analysis identifies hand behaviours to be most significant for stress prediction. Further preliminary analysis suggests that high-velocity hand movements may be indicative of high stress levels. Results demonstrate how VR stress prediction can be achieved without complex setups, while informing the modalities and behaviour analysis of future systems. © 2025 Copyright held by the owner/author(s).

关键词： affective computing cognitive behavioural therapy exposure therapy multimodal sensors personalised machine learning virtual reality

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Methodology for Metrological analysis of a Measuring Situation Allowing Consideration of Functional Relationships between Measured Quantities and Examples of its Application 27

Methodology for Metrological Analysis of a Measuring Situati...

引用

27th International Conference on Soft computing and measurements, SCM 2024

作者： Garanin, Vladimir A. Peter The Great St. Petersburg Polytechnic University Higher School of Computer Technologies and Information Systems St. Petersburg Russia

ISBN: (纸本)9798350363708

The work is devoted to the metrological analysis of situations of joint measurement of the values of several desired quantities, for which such dependencies between them exist and are known a priori that, for at least one of the quantities to be measured, we can obtain one or more independent estimates with their help from the values of other measured quantities. To calculate the limits of possible error in the results of processing such joint measurements, taking into account the mentioned a priori information, a universal technique is proposed that considers the uncertainties of the results of measurements performed and the parameters of the equations describing known relationships. The methodology is developed for cases when the relationships between measurands are expressed as one or more equations. The paper presents examples of its use for performing metrological analysis of typical measuring situations). © 2024 IEEE.

关键词： Uncertainty analysis

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Energy Consumption Evaluation of Post-Quantum TLS 1.3 for Resource-Constrained Embedded Devices 23

Energy Consumption Evaluation of Post-Quantum TLS 1.3 for Re...

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20th acm International Conference on computing Frontiers (CF)

作者： Tasopoulos, George Dimopoulos, Charis Fournaris, Apostolos P. Zhao, Raymond K. Sakzad, Amin Steinfeld, Ron RC ATHENA Ind Syst Inst Patras Greece Univ Patras Elect & Comp Engn Dpt Patras Greece CSIROs Data61 Sydney NSW Australia Monash Univ Fac Informat Technol Melbourne Australia

ISBN: (纸本)9798400701405

Post-Quantum cryptography (PQC), in the past few years, constitutes the main driving force of the quantum resistance transition for security primitives, protocols and tools. TLS is one of the widely used security protocols that needs to be made quantum safe. However, PQC algorithms integration into TLS introduce various implementation overheads compared to traditional TLS that in battery powered embedded devices with constrained resources, cannot be overlooked. While there exist several works, evaluating the PQ TLS execution time overhead in embedded systems there are only a few that explore the PQ TLS energy consumption cost. In this paper, a thorough power/energy consumption evaluation and analysis of PQ TLS 1.3 on embedded systems has been made. A WolfSSL PQ TLS 1.3 custom implementation is used that integrates all the NIST PQC algorithms selected for standardisation as well as 2 out of 3 of those evaluated in NIST Round 4. Also 1 out of 2 of the BSI recommendations have been included. The PQ TLS 1.3 with the various PQC algorithms is deployed in a STM Nucleo evaluation board under a mutual and a unilateral client-server authentication scenario. The power and energy consumption collected results are analyzed in detail. The performed comparisons and overall analysis provide very interesting results indicating that the choice of the PQC algorithms in TLS 1.3 to be deployed on an embedded system may be very different depending on the device use as an authenticated or not authenticated, client or server. Also, the results indicate that in some cases, PQ TLS 1.3 implementations can be equally or more energy consumption efficient compared to traditional TLS 1.3.

关键词： post-quantum cryptography energy consumption resource-constrained systems secure communication protocol

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Gacha Game analysis and Design 23

Gacha Game Analysis and Design

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2023 acm SIGMETRICS International Conference on measurement and Modeling of Computer systems, SIGMETRICS 2023

作者： Chen, Canhui Fang, Zhixuan Tsinghua Univerisity Beijing China Tsinghua Univerisity and Shanghai Qi Zhi Institute Beijing China

ISBN: (纸本)9798400700743

Gacha game is a special opaque selling approach, where the seller is selling gacha pulls to the buyer. Each gacha pull provides a certain probability for the buyer to win the gacha game reward. The gacha game has been enthusiastically embraced in numerous online video games and has a wide range of potential applications. In this work, we model the complex interaction between the seller and the buyer as a Stackelberg game, where the sequential decision of the buyer is modeled as a Markov Decision Process (MDP). We define the whale property in the context of gacha games. Then, we show that this is the necessary condition to achieve optimal revenue. Moreover, we provide the revenue-optimal gacha game design and show that it is equivalent to the single-item single-bidder Myerson auction. We further explore two popular multi-item gacha games, namely, the sequential multi-item gacha game and the banner-based multi-item gacha game. We also discuss the subsidies in the gacha game and demonstrate how subsidies may encourage the buyer to engage in grinding behavior. Finally, we provide a case study on blockchain systems as gacha games. © 2023 Owner/Author.

关键词： Sales

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Early Results of Mapping Industrial Applications on Heterogeneous HPC systems - The OPTIMA Project 23

Early Results of Mapping Industrial Applications on Heteroge...

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20th acm International Conference on computing Frontiers (CF)

作者： Theodoropoulos, Dimitris Pekridis, Giorgos Miliadis, Panagiotis Alverti, Chloe Mpakos, Panagiotis Pnevmatikatos, Dionisios Malakonakis, Pavlos Georgopoulos, Konstantinos Mavroidis, Iakovos Perna, Gino Zanotti, Marisa Isotton, Giovanni Engelen, Max Ioannou, Aggelos Papaefstathiou, Ioannis Kahira, Albert Njoroge Herten, Andreas Natl Tech Univ Athens Inst Commun & Computat Syst Athens Greece Telecommun Syst Inst Khania Crete Greece EnginSoft SpA Trento Italy M3E Srl Padua Italy Maxeler IoT Labs Delft Netherlands EXAPSYS Plc Thessaloniki Greece Forschungszentrum Julich GmbH Julich Supercomp Ctr Julich Germany

ISBN: (纸本)9798400701405

The OPTIMA project aims to port and optimize industrial applications and a set of open-source libraries into two novel FPGA-populated HPC systems. Target applications are from the domains of robotics simulation, underground analysis and computational fluid dynamics (CFD), where data processing is based on differential equations, matrix-matrix and matrix-vector operations. Moreover, the OPTIMA OPen Source (OOPS) library will support basic linear algebraic operations, sparse matrix-vector arithmetic, as well as computer-aided engineering (CAE) solvers. The OPTIMA target platforms are JUMAX, an HPC system that couples an AMD Epyc Server with Maxeler FPGA-based Dataflow Engines (DFEs), and server class machines with Alveo FPGA cards installed. Experimental results show that performance on robotic simulation can be enhanced up to 1.2x, and CFD calculations up to 4.7x. Finally, BLAS L1 routines are improved up to 7x, with a performance-per-Watt ratio boost of more than 40x compared to multi-threaded software routines from the Intel Math Kernel Library (MKL) suite when executed on an Intel Xeon server-class machine.

关键词： HPC FPGA open-source

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AVEC: An Assessment of Visual Encoding Ability in Visualization Construction 25

AVEC: An Assessment of Visual Encoding Ability in Visualizat...

引用

2025 CHI Conference on Human Factors in computing systems, CHI 2025

作者： Ge, Lily W. Cui, Yuan Kay, Matthew Computer Science Northwestern University Evanston IL United States Computer Science and Communication Studies Northwestern University Chicago IL United States

ISBN: (纸本)9798400713941

Visualization literacy is the ability to both interpret and construct visualizations. Yet existing assessments focus solely on visualization interpretation. A lack of construction-related measurements hinders efforts in understanding and improving literacy in visualizations. We design and develop avec, an assessment of a person's visual encoding ability - a core component of the larger process of visualization construction - by: (1) creating an initial item bank using a design space of visualization tasks and chart types, (2) designing an assessment tool to support the combinatorial nature of selecting appropriate visual encodings, (3) building an autograder from expert scores of answers to our items, and (4) refining and validating the item bank and autograder through an analysis of test tryout data with 95 participants and feedback from the expert panel. We discuss recommendations for using avec, potential alternative scoring strategies, and the challenges in assessing higher-level visualization skills using constructed-response tests. Supplemental materials are available at: https://***/hg7kx/. © 2025 Copyright held by the owner/author(s).

关键词： measurement Visualization construction Visualization literacy

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Real Time measurement analysis of a Secured Wireless Communication Testbed 1

Real Time Measurement Analysis of a Secured Wireless Communi...

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1st International Symposium on Parallel computing and Distributed systems, PCDS 2024

作者： Chennamsetty, Sneha Boddu, Subbarao Mahindra University Electrical and Computer Engineering Hyderabad India

ISBN: (纸本)9798350349658

The idea and implementation of a testbed are essen-tial steps in assessing and improving the functionality of wireless systems in real-time scenarios. In this research, we proposed a testbed for establishing a secure wireless connection for data security. The proposed testbed's software-defined radios (SDRs) enable realistic wireless environment modeling and dynamic radio characteristic adjustment. We safely and securely send (transmit) and receive the modulated binary data using our proposed testbed, and we present the results in real-time at the receiving end. In order to mimic real-time 4G and 5G cellular networks, the community of research that handles the wireless system design can benefit greatly from using our proposed testbed as an educational and research tool. Additionally, this can be used to test the solutions, protocols, and algorithms. © 2024 IEEE.

关键词： Software radio

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Bridging Spatial and Social Network analysis Communities through Visual Analytics for Collaborative Work: A Case Study

Bridging Spatial and Social Network Analysis Communities thr...

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2025 CHI Conference on Human Factors in computing systems, CHI EA 2025

作者： Jin, Sichen Shapiro, Ben Rydal Endert, Alex Andris, Clio School of Interactive Computing Georgia Institute of Technology Atlanta GA United States Department of Learning Sciences Georgia State University Atlanta GA United States School of City & Regional Planning and Interactive Computing Georgia Institute of Technology Atlanta GA United States

ISBN: (纸本)9798400713958

For years, geographic information systems (GIS) and social network analysis (SNA) have evolved as distinct research communities with their own tools, vocabulary, and infrastructure. However, there remains a lack of approaches for integrating SNA and GIS research to model interpersonal relationships in geographic space and advance topics central to HCI, such as investigating criminal associations and designing location-based services. This paper presents a workshop involving GIS and SNA professionals, centered around SNoMaN, a novel tool for spatial social network analysis. We use qualitative methods to examine the practices and insights that emerged as participants considered integrated approaches across SNA and GIS. We detail the impact of participants’ backgrounds on their analytical perspectives and tool usage preferences and identify points of friction, similarities, and differences in language and data use. Our findings highlight the advantages and implications of using visual analytics to support interdisciplinary work. © 2025 Copyright held by the owner/author(s).

关键词： geographic information science interdisciplinary workshop social network analysis visual analytics

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Permission Rationales in the Web Ecosystem: An Exploration of Rationale Text and Design Patterns 25

Permission Rationales in the Web Ecosystem: An Exploration o...

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2025 CHI Conference on Human Factors in computing systems, CHI 2025

作者： Elbitar, Yusra Khodayari, Soheil Harbach, Marian De Stefano, Gianluca Engedy, Balazs Csaba Pellegrino, Giancarlo Bugiel, Sven Cispa Helmholtz Center for Information Security Saarbruecken Germany Saarland University Saarbruecken Germany Google Munich Germany

ISBN: (纸本)9798400713941

Modern web applications use features like camera and geolocation for personalized experiences, requiring user permission via browser prompts. To explain these requests, applications provide rationales - contextual information on why permissions are needed. Despite their importance, little is known about how often rationales appear on the web or their influence on user *** paper presents the first large-scale study of how the web ecosystem handles permission rationales, covering three areas: (i) identifying webpages that use permissions, (ii) detecting and classifying permission rationales, and (iii) analyzing their attributes to understand their impact on user decisions. We examined over 770K webpages from Chrome telemetry, finding 3.6K unique rationale texts and 749 rationale UIs across 85K pages. We extracted key rationale attributes and assessed their effect on user behavior by cross-referencing them with Chrome telemetry data. Our findings reveal nine key insights, providing the first evidence of how different rationales affect user decisions. © 2025 Copyright held by the owner/author(s).

关键词： Exploratory analysis Permissions Rationales Web measurement

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