2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)最新文献

Pricing and revenue optimization strategy in macro-femto heterogeneous networks 宏观至异构网络中的定价与收益优化策略

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737195

Wafa Werda, Bo Gu, K. Yamori, Y. Tanaka

引用次数: 4

Impact of item popularity and chunk popularity in CCN caching management 项目流行度和块流行度对CCN缓存管理的影响

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737213

Zhi Liu, M. Dong, Bo Gu, Cheng Zhang, Yusheng Ji, Y. Tanaka

{"title":"Impact of item popularity and chunk popularity in CCN caching management","authors":"Zhi Liu, M. Dong, Bo Gu, Cheng Zhang, Yusheng Ji, Y. Tanaka","doi":"10.1109/APNOMS.2016.7737213","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737213","url":null,"abstract":"Content Centric Network (CCN) has become a heated research topic recently, as it is proposed as an alternative of the future network. The routers in CCN have the caching abilities and the caching strategies affect the system performance greatly. Each content in CCN is associated with a popularity, which is determined by the corresponding requested times. Popularity-aware caching scheme caches the popular content close to users and can lead to better caching performance in terms of smaller average transmission hops traveled. Content popularity significantly affects the overall system performance, and the content size is not considered during the content level popularity (i.e. item popularity) calculation. In this paper, we study the impact of the item popularity and chunk popularity in CCN, where the chunk popularity is the normalized item popularity considering the content size. Extensive simulations are conducted and the simulation results show the advantages and disadvantages of each scheme. A new popularity calculation method is proposed to perform the tradeoff between the item popularity and chunk popularity.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130479764","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: 10

Congestion field detection for Service Quality improvement using Kernel density estimation 使用核密度估计改进服务质量的拥塞场检测

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737246

Yuki Shitara, T. Yamazaki, K. Yamori, T. Miyoshi

{"title":"Congestion field detection for Service Quality improvement using Kernel density estimation","authors":"Yuki Shitara, T. Yamazaki, K. Yamori, T. Miyoshi","doi":"10.1109/APNOMS.2016.7737246","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737246","url":null,"abstract":"Owing to proliferation of smart phones, communication services such as a video streaming service are common in a mobile situation. For these services, quality evaluation and communication control based on Quality of Experience (QoE), which is the degree of a user's subjective satisfaction, is very important because the final goal of delivering high-quality service is improving user's satisfaction. QoE tends to be affected by several factors including Quality of Service (QoS). Therefore, collecting QoS data from the users who use the mobile application has become one of promising schemes to meet the QoE, which is called the crowd sourcing data. The crowd sourcing data are, however, apt to be affected by sensing errors and low accuracy. In this study, we propose to estimate some densities just from the records of application use and its location information to remove the sensing errors and low accuracy. The Kernel density estimator is used to derive a continuous density function from discrete distributed sample data such as the collected QoS data. From the viewpoint of QoS, it is important to extract high-density fields of the application use to find out QoS degradation. After estimating the Kernel density estimator, we determine the borderline between the high-density field and the other field by using the reference value that can be determined from the observed data. Simulated experiments verify effectiveness of the proposed method.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124542189","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: 4

Dynamic module deployment in a fog computing platform 雾计算平台的动态模块部署

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737202

Hua-Jun Hong, P. Tsai, Cheng-Hsin Hsu

{"title":"Dynamic module deployment in a fog computing platform","authors":"Hua-Jun Hong, P. Tsai, Cheng-Hsin Hsu","doi":"10.1109/APNOMS.2016.7737202","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737202","url":null,"abstract":"Several applications, such as smart cities, smart homes and smart hospitals adopt Internet of Things (IoT) networks to collect data from IoT devices. The incredible growing speed of the number of IoT devices congests the networks and the large amount of data, which are streamed to data centers for further analysis, overload the data centers. In this paper, we implement a fog computing platform that leverages end devices, edge networks, and data centers to serve the IoT applications. In this paper, we focus on implementing a fog computing platform, which dynamically pushes programs to the devices. The programs pushed to the devices pre-process the data before transmitting them over the Internet, which reduces the network traffic and the load of data centers. We survey the existing platforms and virtualization technologies, and leverage them to implement the fog computing platform. Moreover, we formulate a deployment problem of the programs. We propose an efficient heuristic deployment algorithm to solve the problem. We also implement an optimal algorithm for comparisons. We conduct experiments with a real testbed to evaluate our algorithms and fog computing platform. The proposed algorithm shows near-optimal performance, which only deviates from optimal algorithm by at most 2% in terms of satisfied requests. Moreover, the proposed algorithm runs in real-time, and is scalable. More precisely, it computes 1000 requests with 500 devices in <; 2 seconds. Last, the implemented fog computing platform results in real-time deployment speed: it deploys 20 requests <; 10 seconds.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121444544","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: 71

Forwarding mechanism using prioritized forwarders for opportunistic routing 使用优先级转发器进行机会路由的转发机制

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737221

Taku Yamazaki, R. Yamamoto, T. Miyoshi, T. Asaka, Y. Tanaka

{"title":"Forwarding mechanism using prioritized forwarders for opportunistic routing","authors":"Taku Yamazaki, R. Yamamoto, T. Miyoshi, T. Asaka, Y. Tanaka","doi":"10.1109/APNOMS.2016.7737221","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737221","url":null,"abstract":"In ad hoc networks, backoff-based OR (opportunistic routing) protocols, which autonomously selects a forwarder among the potential forwarders based on a random backoff time, have been proposed. However, each potential forwarder must wait for the backoff time to avoid packet collisions among receivers. In addition, the terminal density strongly affects the performance since the backoff-based OR protocols improve the performance by using multiple terminals. In this paper, we propose a novel OR protocol called PRIOR (prioritized forwarding for opportunistic routing). In PRIOR, a terminal called prioritized forwarder, which forwards packets without using a backoff time, is selected among neighbours. In addition, we propose a hop-by-hop retransmission control that performs the retransmission terminal selection on the basis of a neighbour relation with the PFs. Moreover, we introduce an explicit acknowledgement mechanism on the basis of the difference of hop counts to alleviate the bad effect of the retransmission control in dense environments. Finally, we evaluate PRIOR in comparison with conventional backoff-based OR protocols in computer simulation.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132885445","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: 2

A reinforcement learning approach for cost- and energy-aware mobile data offloading 成本和能量感知移动数据卸载的强化学习方法

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737203

Cheng Zhang, Bo Gu, Zhi Liu, K. Yamori, Y. Tanaka

引用次数: 15

P2PTV multi-channel peers analysis P2PTV多通道对等分析

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-11-07 DOI: 10.1109/APNOMS.2016.7737215

M. Ghanem, Olivier Fourmaux, Fabien Tarissan, T. Miyoshi

{"title":"P2PTV multi-channel peers analysis","authors":"M. Ghanem, Olivier Fourmaux, Fabien Tarissan, T. Miyoshi","doi":"10.1109/APNOMS.2016.7737215","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737215","url":null,"abstract":"After being the support of the data and voice convergence, the Internet has become one of the main video providers such as TV-stream. As an alternative to limited or expensive technologies, P2PTV has turned out to be a promising support for such applications. This infrastructure strongly relies on the overlay composed by the peers that consume and diffuse video contents at the same time. Understanding the dynamical properties of this overlay, and in particular how the users switch from one overlay to another, appears to be a key aspect if one wants to improve the quality of P2PTV. In this paper, we investigate the question of relying on non-invasive measurement techniques to track the presence of users on several channels of P2PTV. Using two datasets obtained by using network measurement on P2PTV infrastructure, we show that such an approach contains sufficient information to track the presence of users on several channels. Besides, exploiting the view provided by sliding time windows, we are able to refine the analysis and track users that switch from one channel to another, leading to the detection of super-peers and providing explanations of the different roles they can play in the infrastructure. In addition, by comparing the results obtained on the two datasets, we show how such analyses can shed some light on the evolution of the infrastructure policy.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"149 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122921122","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: 2

A two-layer hierarchical framework for activity sequence recognition by wearable sensors 一种可穿戴传感器活动序列识别的两层分层框架

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-10-01 DOI: 10.1109/APNOMS.2016.7737259

G. Chan, Dong-Hung Lin, Chih-Wei Yi, C. Tseng

{"title":"A two-layer hierarchical framework for activity sequence recognition by wearable sensors","authors":"G. Chan, Dong-Hung Lin, Chih-Wei Yi, C. Tseng","doi":"10.1109/APNOMS.2016.7737259","DOIUrl":"https://doi.org/10.1109/APNOMS.2016.7737259","url":null,"abstract":"As the aging population grows, the elderly care service has become an important part of the service industry in the aging population era. Activity monitoring is one of the most important services in the field of the elderly care service. In this paper, we proposed a wearable solution to provide an activity monitoring service on elders for caregivers. This service monitors restroom activities, such as washing hands, urinating and defecation. In the proposed solution, wireless motion sensors are wore on elder's wrist and waist to measure their body movement. The measured motion data are processed to statistical features and aggregated to cloud servers through gateways. A two-layer hierarchical framework is used for the activity recognition. In the first layer, a preliminary recognition is performed by a supervised Reduced Error Pruning (REP) Tree classifier to detect the transition of the activity. In the second layer, a Variable Order Hidden Markov Model (VOHMM) is proposed to determine the sequence of the activities. The experiment results show that the recognition accuracy is 70 percent. We developed a prototype service App to provide a life log for the recording of the activity sequence. The caregivers can make use of this information to take necessary actions accordingly.","PeriodicalId":194123,"journal":{"name":"2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115758465","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: 3

Computational time complexity of allocation problem for distributed servers in real-time applications 实时应用中分布式服务器分配问题的计算时间复杂度

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-10-01 DOI: 10.1109/APNOMS.2016.7737236

Seydou Ba, Akio Kawabata, Bijoy Chand Chatterjee, E. Oki

引用次数: 6

A proposal of SDN based mobility management in multiple domain networks 一种基于SDN的多域网络移动性管理方案

2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) Pub Date : 2016-10-01 DOI: 10.1109/APNOMS.2016.7737263

Misumi Hata, S. Izumi, Toru Abe, T. Suganuma

引用次数: 8