Proceedings of the Symposium on Applied Computing最新文献_第6页

Forecasting battery state of charge for robot missions 预测机器人任务的电池状态

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019705

Ameer Hamza, Nora Ayanian

引用次数: 8

Convolutions through time for multi-label movie genre classification 多标签电影类型分类的时间卷积

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019641

Jonatas Wehrmann, Rodrigo C. Barros

引用次数: 23

Moving away from the crowd: channel selection in uncoordinated unplanned dense wireless LANs 远离人群:非协调非规划密集无线局域网中的信道选择

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019771

P. Kulkarni, Zhenzhe Zhong, Fengming Cao

{"title":"Moving away from the crowd: channel selection in uncoordinated unplanned dense wireless LANs","authors":"P. Kulkarni, Zhenzhe Zhong, Fengming Cao","doi":"10.1145/3019612.3019771","DOIUrl":"https://doi.org/10.1145/3019612.3019771","url":null,"abstract":"Networks using WiFi continue to proliferate which has contributed to increased levels of crowding in the unlicensed bands in which these networks operate. Given the limited number of channels available in these bands, a key problem that arises is how to avoid / minimise conflicting channel assignment among neighbouring networks. This is particularly challenging in uncoordinated, unplanned deployments wherein Access Points (APs) belonging to different administrative entities may be operating in isolation in the vicinity of each other. Given the difficulty of planning conflict free channel allocation in such deployments, it is highly desirable to devise mechanisms such that the APs themselves become radio neighbourhood aware and adapt their operation (channel switching on the fly) so as to mitigate interference issues. In this paper, we propose two distributed channel selection algorithms for accomplishing the above mentioned objective. In particular, we show that these algorithms are practical from an implementation perspective, accomplish their objective without requiring any changes to the hardware, the existing infrastructure and the WLAN standard, and highlight findings from a simulation based study. Findings indicate that the proposed algorithms significantly outperform the typical random selection approach commonly employed by low cost commercial off-the-shelf hardware.","PeriodicalId":20728,"journal":{"name":"Proceedings of the Symposium on Applied Computing","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2017-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88738283","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

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019676

Ting-Ting Yang, Hsueh-Wen Tseng

{"title":"Numerical similarity-aware data partitioning for recommendations as a service","authors":"Ting-Ting Yang, Hsueh-Wen Tseng","doi":"10.1145/3019612.3019676","DOIUrl":"https://doi.org/10.1145/3019612.3019676","url":null,"abstract":"At present, recommendations become an acceptable choice to replace annoying and widespread advertisements. Recommender systems (RS) are mainly used by large scale e-businesses, such as Amazon [1] and Netflix [4], because implementing and deploying RS can involve substantial investments. Many e-commerce businesses prefer to outsource the recommendation services. Therefore, Recommendation as a Service (RaaS) becomes a newly emerging trend for providing a feasible RS alternative. The providers of these services, the RS providers, need to pay the fee of cloud computing services, which is proportional to the amount of time, memory requirement, and computation resources. In addition, the RS providers must support rapidly recommendation services to meet the requests of clients. In this paper, we propose a numerical similarity-aware data partitioning (NSDP) scheme that effectively uses the numeric and similarity of datasets to exactly estimate the memory and the computation requirements for distributing the workloads. The simulation results demonstrate that NSDP significantly improves the speedup performance and achieves high scalability in the RaaS distributed-memory environment.","PeriodicalId":20728,"journal":{"name":"Proceedings of the Symposium on Applied Computing","volume":"376 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2017-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77119840","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

Feedback on how MDE tools are used prior to academic collaboration 关于在学术合作之前如何使用MDE工具的反馈

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019775

V. Sousa, Eugene Syriani, Martin Paquin

引用次数: 3

Identifying authoritative researchers in digital libraries using external a priori knowledge 利用外部先验知识识别数字图书馆的权威研究人员

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019809

Baptiste de La Robertie, Y. Pitarch, A. Takasu, O. Teste

引用次数: 2

Exploring anomaly detection in systems of systems 探索系统的系统中的异常检测

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019765

T. Zoppi, A. Ceccarelli, A. Bondavalli

{"title":"Exploring anomaly detection in systems of systems","authors":"T. Zoppi, A. Ceccarelli, A. Bondavalli","doi":"10.1145/3019612.3019765","DOIUrl":"https://doi.org/10.1145/3019612.3019765","url":null,"abstract":"The loosely coupled interoperability of heterogeneous existing systems, together with the ongoing replacement of monolithic systems design with Off-The-Shelf (OTS) approaches, promotes a new architectural paradigm that is called System of Systems (SoS). In SoSs, independent and autonomous constituent systems (CSs) cooperate to achieve higher-level goals. Some inherent challenges are that boundaries of the SoS may be partially unknown and the components may be governed by different authorities, affecting the ability to observe the system as a whole. Further, novel challenges related to dependability and security are introduced, such as the detection of emerging and possibly unexpected behaviors resulting from the interconnection of previous disconnected CSs. In this paper we explore these challenges questioning if a novel mindset to error, malware or intrusion detection is needed when dealing with SoSs. With the support of a state of the art review, we first identify the design principles and the performance targets of a monitoring and anomaly detection framework. Then we discuss these principles at the light of SoS fundamentals. Ultimately, we propose an approach to design a monitoring and anomaly detection framework for SoSs aggregating i) monitoring approaches ii) SoS properties, and iii) anomaly detection techniques.","PeriodicalId":20728,"journal":{"name":"Proceedings of the Symposium on Applied Computing","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2017-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73773762","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: 9

An empirical study on patterns of failure causes in a mass-market operating system 大众市场操作系统故障成因模式的实证研究

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019740

C. A. R. D. Santos, Rivalino Matias

引用次数: 3

Session details: EMBS - embedded systems track 会议细节:EMBS -嵌入式系统跟踪

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3243969

引用次数: 0

P3ARSEC: towards parallel patterns benchmarking P3ARSEC:面向并行模式基准测试

Proceedings of the Symposium on Applied Computing Pub Date : 2017-04-03 DOI: 10.1145/3019612.3019745

M. Danelutto, T. D. Matteis, D. D. Sensi, G. Mencagli, M. Torquati

引用次数: 16