IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)最新文献

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Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage 基于储能的大负荷用户在线最优减峰算法
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484511
Yanfang Mo, Qiulin Lin, Minghua Chen, S. Qin
{"title":"Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage","authors":"Yanfang Mo, Qiulin Lin, Minghua Chen, S. Qin","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484511","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484511","url":null,"abstract":"The peak-demand charge motivates large-load customers to flatten their demand curves, while their self-owned renewable generations aggravate demand fluctuations. Thus, it is attractive to utilize energy storage for shaping real-time loads and reducing electricity bills. In this paper, we propose the first peak-aware competitive online algorithm for leveraging stored energy (e.g., in fuel cells) to minimize peak-demand charges. Our algorithm decides the discharging quantity slot by slot to maintain the optimal worst-case performance guarantee (namely, competitive ratio) among all deterministic online algorithms. Interestingly, we show that the best competitive ratio can be computed by solving a linear number of linear-fractional problems. We can also extend our competitive algorithm and analysis to improve the average-case performance and consider short-term prediction.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129831789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
A Metric for Machine Learning Vulnerability to Adversarial Examples 机器学习对抗性例子脆弱性的度量
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484430
M. Bradley, Shengjie Xu
{"title":"A Metric for Machine Learning Vulnerability to Adversarial Examples","authors":"M. Bradley, Shengjie Xu","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484430","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484430","url":null,"abstract":"Recent studies in the field of Adversarial Machine Learning (AML) have primarily focused on techniques for poisoning and manipulating the Machine Learning (ML) systems for operations such as malware identification and image recognition. While the offensive perspective of such systems is increasingly well documented, the work approaching the problem from the defensive standpoint is sparse. In this paper, we define a metric for quantizing the vulnerability or susceptibility of a given ML model to adversarial manipulation using only properties inherent to the model under examination. This metric will be shown to have several useful properties related to known features of classifier-based ML systems and is intended as a tool to broadly compare the security of various competing ML models based on their maximum potential susceptibility to adversarial manipulation.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128727077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Zero trust using Network Micro Segmentation 零信任使用网络微分段
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484645
Nabeela I. Sheikh, M. Pawar, Victor Lawrence
{"title":"Zero trust using Network Micro Segmentation","authors":"Nabeela I. Sheikh, M. Pawar, Victor Lawrence","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484645","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484645","url":null,"abstract":"Current enterprise infrastructures are undergoing significant security transformations as traditional infrastructures and data centers are being replaced by cloud computing environments hosting dynamic workloads. Current network security best practices are not well suited for traditional data centers where network micro segmentation is required. In this paper, we present a novel network security architecture that supports zero trust approach, based on a concept that inspects network traffic for port and protocol information to allow authorized communication. This approach is demonstrated in a cloud computing data center environment.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124634226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
A lightweight Compression-based Energy-Efficient Smart Metering System in Long-Range Network 基于轻量级压缩的远程网络节能智能计量系统
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484533
Preti Kumari, Hari Prabhat Gupta, Tanima Dutta
{"title":"A lightweight Compression-based Energy-Efficient Smart Metering System in Long-Range Network","authors":"Preti Kumari, Hari Prabhat Gupta, Tanima Dutta","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484533","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484533","url":null,"abstract":"Smart metering techniques successfully transmit the electric meter readings from consumers to the operator within the given time constraints. Such techniques require huge energy for transmitting the large-size of data to the long distance. This poster proposes a smart metering system that consumes low energy and less time to transmit electric meter readings successfully. We first propose a lightweight compression model to compress the data at Edge device that is near to the consumer. Next, we transmit the compressed data to the operator using Long-Range network. Finally, we successfully decompress the data at the operator by using a large-size decompression model. Preliminary experimental comparisons with a recent state-of-the-artwork show that the lightweight compression-based system gives better performance with respect to delay and energy.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123823452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Demo Abstract: WLAN Standard-based Non-Coherent FSO Transmission over 100m Indoor and Outdoor Environments 摘要:基于WLAN标准的100m室内外非相干FSO传输
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484548
Jong-Min Kim, Ju-Hyung Lee, Young-Chai Ko
{"title":"Demo Abstract: WLAN Standard-based Non-Coherent FSO Transmission over 100m Indoor and Outdoor Environments","authors":"Jong-Min Kim, Ju-Hyung Lee, Young-Chai Ko","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484548","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484548","url":null,"abstract":"We demonstrate a wireless local area network (WLAN) standard-based free space optical (FSO) transmission in indoor and outdoor environments at a 100meter distance. In our demonstration, we employ USRP for baseband signal processing, and the signal is modulated by a laser diode operating at the wavelength of 1550nm. We measure the error vector magnitude (EVM) of the received signals and compare it to the WLAN standard requirements. In both indoor and outdoor cases, it is shown that the bit error rate (BER) below 10e-5 can be achieved. From our demonstration, we confirm that the FSO communications can be applied to the feasible wireless backhaul link.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121188533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality Assessment of VANETs-Supported Video Dissemination of Critical Urban Events vanets支持的城市重大事件视频传播质量评估
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484551
Everaldo Andrade, F. Matos, P. D. Maciel, M. N. Lima, A. Santos
{"title":"Quality Assessment of VANETs-Supported Video Dissemination of Critical Urban Events","authors":"Everaldo Andrade, F. Matos, P. D. Maciel, M. N. Lima, A. Santos","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484551","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484551","url":null,"abstract":"In the video transmission of critical urban events, e.g., heart attacks, supported by VANETs, intermittent connections, delays, packet losses, and the number of vehicles in collaboration naturally impair the dissemination of data, and hence affect the quality of received video at the destination. Crowdsensing solutions become a real option in helping to handle these events. In this paper, we evaluate the impact of the characteristics of urban VANETs on the human perception of the spatio-temporal context from monitored videos of critical events. We use the MINUET system to assess the quality of videos disseminated and delivered to city authorities, using QoS and QoE metrics, and under different traffic scenarios. Simulated results indicate the system achieves quality levels from satisfactory to good in most of the evaluated scenarios, i.e. average PSNR values between [25-40]dB and average SSIM values between [0.5-1]. In addition, even in adverse situations for detecting the event, video was delivered with a level of quality sufficient to recognize the event.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114639863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service 演示:用于数字孪生虚拟网络服务SLA管理的AIML-as-a-Service
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484610
J. Baranda, J. Mangues‐Bafalluy, E. Zeydan, C. Casetti, C. Chiasserini, M. Malinverno, C. Puligheddu, M. Groshev, C. Guimarães, Konstantin Tomakh, D. Kucherenko, O. Kolodiazhnyi
{"title":"Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service","authors":"J. Baranda, J. Mangues‐Bafalluy, E. Zeydan, C. Casetti, C. Chiasserini, M. Malinverno, C. Puligheddu, M. Groshev, C. Guimarães, Konstantin Tomakh, D. Kucherenko, O. Kolodiazhnyi","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484610","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484610","url":null,"abstract":"This demonstration presents an AI/ML platform that is offered as a service (AIMLaaS) and integrated in the management and orchestration (MANO) workflow defined in the project 5Growth following the recommendations of various standardization organizations. In such a system, SLA management decisions (scaling, in this demo) are taken at runtime by AI/ML models that are requested and downloaded by the MANO stack from the AI/ML platform at instantiation time, according to the service definition. Relevant metrics to be injected into the model are also automatically configured so that they are collected, ingested, and consumed along the deployed data engineering pipeline. The use case to which it is applied is a digital twin service, whose control and motion planning function has stringent latency constraints (directly linked to its CPU consumption), eventually determining the need for scaling out/in to fulfill the SLA.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114751797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Computing-aided Update for Information Freshness in the Internet of Things 基于计算的物联网信息更新
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484521
Minghao Fang, Xijun Wang, Chao Xu, H. Yang, Tony Q. S. Quek
{"title":"Computing-aided Update for Information Freshness in the Internet of Things","authors":"Minghao Fang, Xijun Wang, Chao Xu, H. Yang, Tony Q. S. Quek","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484521","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484521","url":null,"abstract":"Age of information (AoI), a notion that measures the information freshness, is an important performance metric for real-time applications in Internet of Things (IoT). With the surge of computing resources at the IoT devices, it is possible to preprocess the information packets that contain the status update before sending them to the destination so as to lighten the transmission burden. However, the additional time and energy expenditure induced by computing also make the optimal updating a non-trivial problem. In this paper, we consider a real-time IoT monitoring system, where the computing-aided IoT device is capable of preprocessing the status update. A joint preprocessing and transmission policy is devised to minimize the average AoI at the destination and the energy consumption at the IoT device. Due to the difference in the processing rate and the transmission rate and the difference in the idle duration and the active duration, this problem is formulated as an average cost semi-Markov decision process (SMDP) and then transformed into a discrete-time Markov decision process (MDP). We show that the optimal policy is of threshold type with respect to the AoI. Equipped with this, a low-complexity relative policy iteration algorithm is proposed to obtain the optimal policy of the SMDP. Finally, simulation results demonstrate the optimal policy structure in different cases and show that the proposed policy outperforms two baseline policies.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127626509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Support for Differentiated Airtime in Wireless Networks 支持无线网络中的差异化通话时间
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484546
Daniel J Kulenkamp, V. Syrotiuk
{"title":"Support for Differentiated Airtime in Wireless Networks","authors":"Daniel J Kulenkamp, V. Syrotiuk","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484546","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484546","url":null,"abstract":"Future wireless networks must be able to support Quality of Service (QoS) requirements of emerging 5G and other next-generation applications. REACT is a distributed resource allocation protocol can be used to negotiate airtime among nodes in a wireless network. In this paper, REACT is extended to support QoS airtime. Experimentation on the w-iLab.t wireless testbed in an ad hoc setting shows that these extensions allow REACT to converge on allocations where any node requesting the higher class of airtime receives its allocation, while nodes requesting the lower class are allocated remaining airtime fairly.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133962525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Disaster-Resilient Service Function Chain Embedding Based on Multi-Path Routing 基于多路径路由的容灾业务功能链嵌入
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2021-05-10 DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484438
Sixu Cai, Fen Zhou, Zonghua Zhang, A. Meddahi
{"title":"Disaster-Resilient Service Function Chain Embedding Based on Multi-Path Routing","authors":"Sixu Cai, Fen Zhou, Zonghua Zhang, A. Meddahi","doi":"10.1109/INFOCOMWKSHPS51825.2021.9484438","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484438","url":null,"abstract":"By using virtualization technology, Network Function Virtualization (NFV) decouples the traditional Network Functions (NFs) from dedicated hardware, which allows the software to progress separately from the hardware. One of the major challenges for NFV deployment is to map Service Function Chains (SFCs), which are chains of sequenced Virtual Network Functions (VNFs), onto the physical network components. Meanwhile, network availability faces the threats of various natural disasters, one of which makes all network devices in the Disaster Zone (DZ) fail if it occurs. Thus, it is critical to establish an efficient disaster protection scheme for NFV deployment.In this paper, we introduce a novel disaster protection scheme for SFC embedding using multi-path routing. The major advantage of this scheme is to cut at least half of the reserved bandwidth on the backup path by balancing the SFC traffic load on multiple simultaneous DZ-disjoint working paths. The studied problem involves VNF entity placement, SFCs routing, content splitting and protection mechanisms. The objective is to minimize the network resource consumption, including bandwidth consumption for requests routing and computing resource for VNF execution. As we treat an optimization problem of multiple dimensions (i.e., NF placement, routing and protection), it is a challenging work to obtain the optimal solution. To this end, we propose a novel flow-based integer linear program (ILP) to model the SFC protection leveraging multi-path routing and the concept of layered graph. Numerical results demonstrate that our proposed multi-path based SFC protection strategy outperforms the traditional dedicated protection in terms of bandwidth and processing resources, saving up to 21.4% total network cost.","PeriodicalId":109588,"journal":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134103648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
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