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Auto-scaling method in hybrid cloud for scientific applications 科学应用混合云中的自动缩放方法
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996527
Younsun Ahn, Jieun Choi, Sol Jeong, Yoonhee Kim
Scientists can ease to conduct large-scale scientific computational experiments over cloud environment according to an appearance of Science Clouds. Cloud computing enables applications to apply on-demand and scalable resources dynamically. It is necessary for Many Task Computing (MTC) to offer high performance resources in a long phase and certificate stable executions of applications even dramatic changes of vital status of physical resources. Auto-scaling on virtual machines provides integrated and efficient utilization of cloud resources. VM Auto-scaling schemes have been actively studied as effective resource management in order to utilize large-scale data center in a good shape. However, most of the existing auto-scaling methods just simply support CPU utilization and data transfer latency. It is needed to consider execution deadline or characteristics of an application. We propose an auto-scaling method, guaranteeing the execution of an application within deadline. It can handle two types of job patterns; Bag-of-Tasks jobs or workflow jobs. We simulate a variable index computation application in hybrid cloud environment. The results of the simulation show the method can dynamically allocate resources considering deadline.
借助科学云的出现,科学家可以轻松地在云环境下进行大规模的科学计算实验。云计算使应用程序能够动态地应用按需扩展的资源。多任务计算(MTC)需要在长时间内提供高性能资源,并保证应用程序的稳定执行,即使物理资源的重要状态发生巨大变化。虚拟机上的自动伸缩提供了对云资源的集成和高效利用。为了更好地利用大规模数据中心,虚拟机自动扩展方案作为一种有效的资源管理方式得到了积极的研究。然而,大多数现有的自动伸缩方法只是简单地支持CPU利用率和数据传输延迟。需要考虑执行截止日期或应用程序的特征。我们提出了一种自动伸缩方法,保证应用程序在截止日期内执行。它可以处理两种类型的工作模式;任务袋作业或工作流作业。本文模拟了一个在混合云环境下的可变索引计算应用。仿真结果表明,该方法可以在考虑截止日期的情况下动态分配资源。
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引用次数: 14
Building a CDR analytics platform for real-time services 构建话单实时业务分析平台
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996538
Chia-Chun Shih, Chi-Chang Huang, Bo-Ting Lin, Chao-Wen Huang, Wan-Hsun Hu, Chien-Wei Cheng
Growing real-time services require discovering transient customer needs in CDRs. In this paper, we propose a CDR analytics system architecture for event-based analytics processing in real time. This system is expected to allow marketing staff to inject analytics-based rules to trigger marketing campaigns. We also propose two implementations which are based on off-the-shelf computing tools.
不断增长的实时业务需要在话单中发现暂时的客户需求。本文提出了一种基于事件的实时话单分析系统架构。预计该系统将允许营销人员注入基于分析的规则来触发营销活动。我们还提出了两种基于现成计算工具的实现。
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引用次数: 0
Big data processing framework of road traffic collision using distributed CEP 基于分布式CEP的道路交通碰撞大数据处理框架
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996577
In Lee
The traffic information is a big data comes from varying sources, such as, social sites, mobile phone GPS signals and so on. The Hadoop and HBase can store and analyze real-time collision data in a distributed processing framework. This framework can be designed as flexible and scalable framework using distributed CEP that process massive real-time traffic data and ESB that integrates other services. In this paper, we propose a new architecture for distributed processing that enables big data processing on the road traffic data and its related information analysis. We tested the proposed framework on road traffic data on 400km from Seoul to Busan freeway section in Korea. By integrating freeway traffic big data and collision data over a seven-year period (1TB Size), we obtained the collision probability data.
交通信息是一个大数据,来源多种多样,如社交网站、手机GPS信号等。Hadoop和HBase可以在分布式处理框架下存储和分析实时碰撞数据。可以使用分布式CEP(处理大量实时流量数据)和集成其他服务的ESB将该框架设计为灵活且可扩展的框架。本文提出了一种新的分布式处理架构,实现道路交通数据的大数据处理及其相关信息分析。我们在首尔至釜山高速公路400公里区间的道路交通数据上进行了测试。通过整合高速公路交通大数据和7年(1TB Size)的碰撞数据,我们得到了碰撞概率数据。
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引用次数: 12
Analysis of ICMP policy for edge firewalls using active probing 边缘防火墙主动探测ICMP策略分析
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996591
Hyeonwoo Kim, Dongwoo Kwon, Hongtaek Ju
The method of inferring firewall policy, using Active Probing repeats the process of transmitting TCP/UDP/ICMP packets and receiving ICMP response packets. However, if ICMP response packets cannot be received normally, the accuracy of inferring the firewall policy decreases, and it is necessary to verify the feasibility in real conditions. In this paper, we collect Autonomous System (AS) information to investigate the tolerance of ICMP intended for all AS across the world in addition to DNS server information, which is operational within AS. We confirm whether ICMP response packets are received or not by transmitting probing packets to the DNS server. Finally, we propose the AS information that received ICMP packets as the result of the test.
主动探测是通过重复发送TCP/UDP/ICMP报文和接收ICMP响应报文的过程来推断防火墙策略。但是,如果不能正常接收到ICMP响应报文,则会降低防火墙策略推断的准确性,需要在实际情况下验证其可行性。在本文中,我们收集自治系统(Autonomous System, AS)信息,以调查除了在自治系统内运行的DNS服务器信息之外,针对全球所有自治系统的ICMP的容忍度。我们通过向DNS服务器发送探测包来确认是否收到ICMP响应包。最后,我们给出了接收到ICMP报文的AS信息作为测试结果。
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引用次数: 1
Priority control using multi-buffer for DTN DTN多缓冲区优先级控制
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996579
Shota Tajima, T. Asaka, Tatsuro Takahashi
DTN (delay/disruption-tolerant networking) is a network enabling data to be carried end-to-end without continuous connection. DTN uses a store and forward method, in which a node stores the data when no other nodes exist in a communicable range and forwards a copy of the data when they do. Since the buffer has a limited buffering capacity, the data often need to be dropped. When there are data that have different priorities, the high priority data may be pushed out from the buffer by the low priority data. Thus the high priority data arrival rate lowered by pushing data out needs to be increased. In this paper, we propose and evaluate a buffer control system to raise the high priority data arrival rate without decreasing the total arrival rate when the buffer has a limit. The priority control system avoids the high priority data dropping caused by low priority data by choosing the dropped data in reference to the data priority when the new data are sent to the full node. We show that the priority control system increases the high priority data arrival rate and maintains the high priority data drop rate at no more than the desired value.
DTN(延迟/中断容忍网络)是一种允许数据端到端传输而无需连续连接的网络。DTN使用存储和转发方法,当可通信范围内没有其他节点时,一个节点存储数据,当有其他节点时,转发数据的副本。由于缓冲区的缓冲能力有限,因此经常需要删除数据。当存在不同优先级的数据时,高优先级的数据可能会被低优先级的数据从缓冲区中推出。因此,需要提高通过推出数据而降低的高优先级数据到达率。在本文中,我们提出并评估了一种缓冲区控制系统,以提高高优先级数据到达率而不降低缓冲区的总到达率。优先级控制系统在向全节点发送新数据时,参照数据优先级选择被丢弃的数据,从而避免低优先级数据导致高优先级数据丢失。我们证明了优先级控制系统增加了高优先级数据到达率,并保持高优先级数据丢弃率不超过期望值。
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引用次数: 2
Hawkeye: Finding spamming accounts 鹰眼:寻找垃圾邮件账户
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996106
Chia-Heng Li, Fu-Hau Hsu, Shih-Jen Chen, Chuan-Sheng Wang, Yao-Hsin Chen, Y. Hwang
Email spam is a critical problem to the Internet for a long time. The average amount of spam mail reached 72.1% of all email traffic in the world in 2012. The greatest threat to the email service providers was the spam mail sent from botnet, because the spam mail sent from botnet was accounting for more than 78% in 2011; therefore appeared many anti-spam solutions and techniques that were focus on the botnet. Owing to these anti-spam techniques, botnet spam is not effective as before. Spammers are finding new way to send the spam mail. One of the effective methods is using compromised accounts (or bot accounts) to send the spam mail because compromised accounts have good reputation IP addresses and compromised accounts send the spam mail with complete SMTP implemented server, such as Gmail, Yahoo!Mail, and Microsoft Live Mail. The spam mail send form compromised accounts are very difficult to be detected by any anti-spam techniques. Hence, we focus on the features spammers cannot easily hide. According to our research we find that normal users usually do not reply to the spam mail. Moreover, our empirical analysis reveals that the compromised account actually have low reply rate. We develop a system called “Hawkeye” that can find the compromised accounts effectively by checking the account's reply rate.
长期以来,垃圾邮件一直是困扰互联网的一个严重问题。2012年,垃圾邮件的平均数量达到了全球电子邮件总量的72.1%。对电子邮件服务提供商的最大威胁是僵尸网络发送的垃圾邮件,因为2011年僵尸网络发送的垃圾邮件占比超过78%;因此出现了许多针对僵尸网络的反垃圾邮件解决方案和技术。由于这些反垃圾邮件技术,僵尸网络的垃圾邮件不像以前那样有效。垃圾邮件发送者正在寻找发送垃圾邮件的新方法。一种有效的方法是使用被入侵的帐户(或bot帐户)发送垃圾邮件,因为被入侵的帐户有良好的信誉IP地址,并且被入侵的帐户发送垃圾邮件具有完整的SMTP实现服务器,如bgmail, Yahoo!邮件和微软Live Mail。垃圾邮件从被入侵的帐户发送是很难被任何反垃圾邮件技术检测到的。因此,我们关注的是垃圾邮件发送者无法轻易隐藏的特性。根据我们的研究,我们发现正常用户通常不会回复垃圾邮件。此外,我们的实证分析表明,被入侵的账户实际上具有较低的回复率。我们开发了一个名为“鹰眼”的系统,通过检查账户的回复率,可以有效地找到被入侵的账户。
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引用次数: 2
An efficient provisioning mechanism for in-service migration in access network 为接入网业务迁移提供一种有效的预置机制
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996566
Ya-Shian Wang, Ya-Ping Huang, Chin-Ping Chuang, Mei-Chun Chen, Kuan-Liang Chen, Jia-Wei Gong, Hong-Jie Chen, Hey-Chyi Young, Been-Hwang Liao
The tremendous bandwidth demand for content-rich services on service providers initiates new access networks deployment and leads the networks increasingly complex and functional. In general, the commercial access networks are composed of a large number heterogeneous, multi-domain, multi-technology and multi-vendor network devices. In such a network environment, the network migration is a challenging task for any service providers. The process of network migration traditionally involved a series of manual and repetitive steps. The manual process of network migration requires highly skilled staffs and is prone to human error. In this paper, we present the integrated and automated provisioning operational supporting systems (OSSs) for in-service network migration. The developed OSSs provide two kinds of in-service network migration mechanisms and support a diversity of network migration scenarios in heterogeneous networks. Finally, the results show that the proposed efficient provisioning mechanism significantly speeds up the network migration and reduces service providers' operational expenditures (OPEX).
服务提供商对内容丰富的业务的巨大带宽需求引发了新型接入网的部署,使得网络的复杂性和功能化程度不断提高。一般来说,商用接入网是由大量异构、多域、多技术、多厂商的网络设备组成的。在这样的网络环境下,网络迁移对任何服务提供者来说都是一项具有挑战性的任务。传统的网络迁移过程包括一系列手动和重复的步骤。网络迁移的手动过程需要高技能的人员,并且容易出现人为错误。在本文中,我们提出了一种集成的、自动化的业务迁移操作支持系统(OSSs)。开发的oss提供两种业务内网络迁移机制,支持异构网络中的多种网络迁移场景。最后,研究结果表明,提出的高效供应机制显著加快了网络迁移速度,降低了服务提供商的运营支出(OPEX)。
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引用次数: 1
Active packet dropping for improving performance fairness among modern TCPs 主动丢包以提高现代tcp之间的性能公平性
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996594
Y. Akiyama, Tomoki Kozu, Saneyasu Yamaguchi
Over current long fat networks, enough throughput cannot be obtained using TCP Reno, which is the classical standard TCP congestion avoidance algorithm. For this reason, many high performance TCPs have been proposed, such as Compound TCP and CUBIC TCP. Then, these proposals have caused a new issue, which is fairness among these modern TCPs. For this issue, several fairness evaluations and some proposals for improving fairness were published. However, most of these evaluations are executed using a network simulator, so fairness with actual network elements and actual TCP implementations has not been discussed enough yet. In this paper, we focus on performance fairness of modern TCPs and discuss methods for improving performance fairness with actual TCP implementations and network elements. First, we present fairness evaluation among modern TCPs and demonstrate that fairness among modern TCPs is very poor. Second, we propose methods for improving performance fairness, which drop packets of bandwidth-consuming connections in a network bridge. Third, we evaluate our proposed methods and show that our methods can improve performance fairness.
在当前的长脂肪网络中,使用经典的标准TCP拥塞避免算法TCP Reno无法获得足够的吞吐量。因此,人们提出了许多高性能的TCP协议,如Compound TCP和CUBIC TCP。然而,这些提议又引发了一个新的问题,即现代tcp之间的公平性问题。针对这一问题,发表了若干公平性评价和提高公平性的建议。然而,大多数这些计算都是使用网络模拟器执行的,因此对实际网络元素和实际TCP实现的公平性还没有进行足够的讨论。本文重点研究了现代TCP的性能公平性,并讨论了在实际TCP实现和网络元素中提高性能公平性的方法。首先,我们对现代tcp的公平性进行了评估,并证明了现代tcp的公平性非常差。其次,我们提出了提高性能公平性的方法,这些方法可以丢弃网桥中消耗带宽的连接的数据包。第三,我们评估了我们提出的方法,并表明我们的方法可以提高性能公平性。
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引用次数: 5
A random switching traffic scheduling algorithm for data collection in wireless mesh network 无线网状网络中数据采集的随机交换流量调度算法
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996531
Sujie Shao, Shao-Yong Guo, Xue-song Qiu, Luoming Meng, Cheng Zhong
Because of the advantages of multi-hop communication, self-organizing, self-healing and reliability, wireless mesh network becomes an ideal choice for data collection. However, wireless mesh network for data collection faces challenge on communication performance of network caused by application layer data traffic. When a large number of data occurs in emergence, some mesh nodes (the last hop nodes) which are in pivotal location will face great communication pressure and probably lead to extremely data congestion, especially in smart grid. For the idea of load balancing, this paper proposes a new random switching traffic scheduling algorithm based on data collection tree. Simulation data show that the new algorithm can create a balanced data collection tree, significantly reduce the packet loss ratio of the burst data and release congestion of system.
无线网状网络由于具有多跳通信、自组织、自修复和可靠性等优点,成为数据采集的理想选择。然而,用于数据采集的无线网状网络面临着应用层数据流量对网络通信性能的挑战。当大量数据出现时,一些处于枢纽位置的mesh节点(最后一跳节点)将面临巨大的通信压力,可能导致数据极度拥塞,尤其是在智能电网中。针对负载均衡的思想,提出了一种基于数据采集树的随机交换流量调度算法。仿真数据表明,该算法能够建立均衡的数据收集树,显著降低突发数据的丢包率,缓解系统拥塞。
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引用次数: 3
A comparison of 4G telecommunications tariff plans in Asia countries 亚洲国家4G电信资费计划比较
Pub Date : 2014-12-29 DOI: 10.1109/APNOMS.2014.6996599
H. Huang, T. Su, Jo-Ching Wu, Wan-Du Tsai, Y. Tseng, F. Lin, Bo-Ting Lin, Wan-Hsun Hu
Long Term Evolution (LTE) has been widely adopted by many 4G network operators. Many countries in America, Europe, and Asia have started LTE services since 2010. In the meantime, some countries (such as Taiwan and China) are in the process of transferring from 3G or Worldwide Interoperability for Microwave Access (WiMAX) to 4G services. In this paper, we investigate the tariff plans of the nine telecommunications operators which own top-three market shares in Singapore, Japan, and Hong Kong, respectively. Several issues, such as market share, tariff strategy, and even customs are discussed. Also, Tier-pricing strategies of LTE, such as Fair Use Policy (FUP), monthly data allowance, and data overage allowance, are discussed and compared. Moreover, we compare different charging plans and examine their price-performance ratios.
长期演进(Long Term Evolution, LTE)技术已被许多4G网络运营商广泛采用。自2010年以来,美国、欧洲和亚洲的许多国家都开始了LTE服务。与此同时,一些国家(如台湾和中国)正处于从3G或全球微波接入互操作性(WiMAX)向4G服务转移的过程中。本文研究了新加坡、日本和香港市场份额前三的九家电信运营商的资费计划。讨论了市场份额、关税策略甚至关税等几个问题。此外,还讨论并比较了LTE的分层定价策略,如合理使用政策(FUP)、月度数据补贴和数据超限补贴。此外,我们比较了不同的收费方案,并考察了它们的性价比。
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引用次数: 6
期刊
The 16th Asia-Pacific Network Operations and Management Symposium
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