Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems最新文献_第3页

An efficient continuous subgraph matching scheme over graph streams 一种高效的图流连续子图匹配方案

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264783

Dojin Choi, Jongtae Lim, Kyoungsoo Bok, Jaesoo Yoo

引用次数: 1

Load balancing scheme for supporting real-time processing of big data in distributed in-memory systems 支持分布式内存系统中大数据实时处理的负载均衡方案

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264768

Kyoungsoo Bok, Kitae Choi, Jongtae Lim, Jaesoo Yoo

引用次数: 1

A priority-based data placement method for databases using solid-state drives 用于使用固态驱动器的数据库的基于优先级的数据放置方法

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264769

Chin-Hsien Wu, Cheng-Wei Huang, Chen-Yu Chang

引用次数: 3

Analysis an identification with ECG base in augmented-reality 分析了增强现实中心电基的识别方法

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264802

H. Ko, Batenkina Oksana, In Seop Na, S. Pan

引用次数: 0

Thermal-aware task and data co-allocation for multi-processor system-on-chips with 3D-stacked memories 具有3d堆叠存储器的多处理器片上系统的热感知任务和数据协同分配

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264771

Chia-Yin Liu, Cheng-En Wu, Yi-Jung Chen

{"title":"Thermal-aware task and data co-allocation for multi-processor system-on-chips with 3D-stacked memories","authors":"Chia-Yin Liu, Cheng-En Wu, Yi-Jung Chen","doi":"10.1145/3264746.3264771","DOIUrl":"https://doi.org/10.1145/3264746.3264771","url":null,"abstract":"Multi-Processor Systems-on-Chips (MPSoCs) with 3D-stakced memories frequently work under thermal emergent status due to its high power density. Several thermal-aware task allocation or data placement methods have been proposed for 3D ICs to reduce the number of time-consuming dynamic thermal managements techniques being invoked. However, we observe that, these thermal-aware software designs all consider task allocation or data placement only. Studies show that, with the increasing number of stacked memories and the widening of vertical buses, heat generated by memories is comparable to processors, and synergistically performing thermal control on both processors and memories is a must since vertically aligned modules have the greatest thermal impacts to each other. So, in this paper, we propose the first thermal-aware task and data co-allocation method for MPSoCs with 3D-stacked memories. The proposed method synergistically places data and task considering the heterogeneity of cores and memories to optimize system performance under the given thermal constraint. Among all our test cases, compared to a performance-aware software design, the proposed method has at most 26% performance degradation while the system temperature are kept under the threshold and the performance-aware method has 108.4°C over the threshold. Compared to thermal-aware design that respectively considers data allocation and task allocation only, the proposed method achieves 9.76% of performance improvements on the average.","PeriodicalId":186790,"journal":{"name":"Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126928375","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 communication model based offloading decision for flying ad-hoc networks 一种基于飞行ad-hoc网络卸载决策的通信模型

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264810

Hong Min, Jinmang Jung, Bongjae Kim, Junyoung Heo

引用次数: 0

A deep learning model generation method for code reuse and automatic machine learning 一种用于代码重用和自动机器学习的深度学习模型生成方法

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264787

K. Lee, Kyoung-Soon Hwang, K. Kim, Sang Hyun Lee, Ki Sun Park

引用次数: 1

Network-assisted HTTP adaptive streaming for hybrid software defined network 混合软件定义网络的网络辅助HTTP自适应流

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264794

Hieu Nguyen, Ahyoung Lee, Ilkyeun Ra

{"title":"Network-assisted HTTP adaptive streaming for hybrid software defined network","authors":"Hieu Nguyen, Ahyoung Lee, Ilkyeun Ra","doi":"10.1145/3264746.3264794","DOIUrl":"https://doi.org/10.1145/3264746.3264794","url":null,"abstract":"With the ever increasing of Internet video traffic, HTTP adaptive streaming (HAS) is emerging as the de facto standard for video streaming. Many works based on software defined networking (SDN) have been proposed to improve HAS end-user quality of experience (QoE). While HAS can benefit greatly from SDN centralized controller - maintaining better network resource utilization and overall quality stability ensuring fairness between clients, it also has to deal with SDN's scalability problem which makes a full SDN deployment difficult. Hybrid-SDN, which combines SDN and traditional network is a potential solution to this problem. However, to the best of our knowledge, none of the existing works can be fully operated in a Hybrid-SDN environment. In this paper, we propose a novel network-assisted HAS system for Hybrid-SDN that can provide comparable end-user QoE to conventional approach. Our architecture alleviates the problem of SDN controller having partial view of the network by estimating HAS clients network conditions based on information from the egress link connecting SDN and traditional network. Experimental results show the feasibility of our approach.","PeriodicalId":186790,"journal":{"name":"Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133014694","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 pursuit learning solution to underwater communications with limited mobility agents 具有有限移动代理的水下通信的追求学习解决方案

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264798

Hajar Bennouri, A. Yazidi, A. Berqia

{"title":"A pursuit learning solution to underwater communications with limited mobility agents","authors":"Hajar Bennouri, A. Yazidi, A. Berqia","doi":"10.1145/3264746.3264798","DOIUrl":"https://doi.org/10.1145/3264746.3264798","url":null,"abstract":"Underwater environments are subject to varying conditions which might degrade the quality of communications. In this paper, we propose an adaptive control mechanism to improve the communication in underwater sensor networks using the theory of Learning Automata (LA). Our LA based solution controls the mobility of thermocline sensors to improve the link stability in underwater networks. The problem is modelled as a variant of the Stochastic Point Location (SPL) problem [14, 20, 25]. The sensor is allowed two directions of movement, either surface or dive, in order to avoid physical phenomena that cause faults. Our proposed scheme constitutes also a contribution to the field of LA and particularly to the SPL problem by resorting to the concept of pursuit LA. In fact, pursuit LA exploits more effectively the information from the environment than traditional LA schemes that are myopic and use merely the last feedback from the environment instead of considering the whole history of the feedback. Experimental results show the performance of our algorithm and its ability to find the optimal sensor position.","PeriodicalId":186790,"journal":{"name":"Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128518545","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

Sign language recognition with recurrent neural network using human keypoint detection 基于人体关键点检测的递归神经网络手语识别

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems Pub Date : 2018-10-09 DOI: 10.1145/3264746.3264805

Sang-Ki Ko, J. Son, Hyedong Jung

引用次数: 38