2015 IEEE International Conference on Cloud Engineering最新文献

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Efficient Retrieval of Key Material for Inspecting Potentially Malicious Traffic in the Cloud 高效检索关键材料,用于检测云中的潜在恶意流量
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.26
John T. Saxon, B. Bordbar, K. Harrison
{"title":"Efficient Retrieval of Key Material for Inspecting Potentially Malicious Traffic in the Cloud","authors":"John T. Saxon, B. Bordbar, K. Harrison","doi":"10.1109/IC2E.2015.26","DOIUrl":"https://doi.org/10.1109/IC2E.2015.26","url":null,"abstract":"Cloud providers must detect malicious traffic in and out of their network, virtual or otherwise. The use of Intrusion Detection Systems (IDS) has been hampered by the encryption of network communication. The result is that current signatures cannot match potentially malicious requests. A method to acquire the encryption keys is Virtual Machine Introspection (VMI). VMI is a technique to view the internal, and yet raw, representation of a Virtual Machine (VM). Current methods to find keys are expensive and use sliding windows or entropy. This inevitably requires reading the memory space of the entire process, or worse the OS, in a live environment where performance is paramount. This paper describes a structured walk of memory to find keys, particularly RSA, using as fewer reads from the VM as possible. In doing this we create a scalable mechanism to populate an IDS with keys to analyse traffic.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114920651","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
National Cloud Computing Principles: Guidance for Public Sector Authorities Moving to the Cloud 国家云计算原则:公共部门主管部门转向云的指南
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.104
Stephen Mutkoski
{"title":"National Cloud Computing Principles: Guidance for Public Sector Authorities Moving to the Cloud","authors":"Stephen Mutkoski","doi":"10.1109/IC2E.2015.104","DOIUrl":"https://doi.org/10.1109/IC2E.2015.104","url":null,"abstract":"Governments around the world are actively seeking to leverage the many benefits of cloud computing while also ensuring that they manage risks that deployment of the new technologies can raise. While laws and regulations related to the privacy and security of government data may already exist, many were drafted in the \"pre-cloud\" era and could therefore benefit from an update and revision. This paper explores some of the concepts that should be incorporated into new or amended laws that seek to guide public sector entities as they move their data and workloads to the cloud.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125821526","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
Towards an Ontology-Based Intercloud Resource Catalogue -- The IEEE P2302 Intercloud Approach for a Semantic Resource Exchange 迈向基于本体的云间资源目录——IEEE P2302云间语义资源交换方法
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.76
B. D. Martino, Giuseppina Cretella, A. Esposito, A. Willner, A. Alloush, D. Bernstein, D. Vij, J. Weinman
{"title":"Towards an Ontology-Based Intercloud Resource Catalogue -- The IEEE P2302 Intercloud Approach for a Semantic Resource Exchange","authors":"B. D. Martino, Giuseppina Cretella, A. Esposito, A. Willner, A. Alloush, D. Bernstein, D. Vij, J. Weinman","doi":"10.1109/IC2E.2015.76","DOIUrl":"https://doi.org/10.1109/IC2E.2015.76","url":null,"abstract":"The Cloud Computing paradigm has been adopted in countless areas of application and forms the basis of a growing number of business cases. Similar to the situation with service providers in the 1980th, it becomes apparent that different Cloud providers build walled gardens around their offerings. While multiple projects and organizations are working on standards for federating Cloud domains, the scalable exchange of descriptions about heterogeneous resources are often not well considered. Our approach is to adopt both, ideas initially developed for the Internet to define a scalable architecture and concepts from the Semantic Web to define a canonical Intercloud ontology. An initial implementation of the architecture has been developed to form a basis for further refinement of the proposed concepts. As a result, we have defined an initial ontology for Intercloud resources and implemented a catalog for the IEEE Intercloud architecture.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126719578","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: 22
Cloud Storage Services: A Model of (In)Consistency 云存储服务:一致性模型
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.82
D. Terry
{"title":"Cloud Storage Services: A Model of (In)Consistency","authors":"D. Terry","doi":"10.1109/IC2E.2015.82","DOIUrl":"https://doi.org/10.1109/IC2E.2015.82","url":null,"abstract":"Summary form only given. Cloud storage systems invariably replicate data for high availability and low latency access. Application designers, as well as cloud providers, must deal with trade-offs between consistency, performance, and availability. Some cloud services provide strong data consistency to their clients while others have chosen eventual consistency. Increasingly, systems are offering a choice of consistency when reading shared data. This talk examines the implications of such a choice and explores a broader class of consistency guarantees that can, and perhaps should, be provided within the cloud.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130342827","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
Approving Updates in Collaborative Databases 批准协作数据库中的更新
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.31
Khaleel W. Mershad, Q. Malluhi, M. Ouzzani, Mingjie Tang, Walid G. Aref
{"title":"Approving Updates in Collaborative Databases","authors":"Khaleel W. Mershad, Q. Malluhi, M. Ouzzani, Mingjie Tang, Walid G. Aref","doi":"10.1109/IC2E.2015.31","DOIUrl":"https://doi.org/10.1109/IC2E.2015.31","url":null,"abstract":"Data curation activities in collaborative databases mandate that collaborators interact until they converge and agree on the content of their data. Typically, updates by a member of the collaboration are made visible to all collaborators for comments but at the same time are pending the approval or rejection of the data custodian, e.g., the principal scientist or investigator (PI). In current database technologies, approval and authorization of updates is based solely on the identity of the user, e.g., via the SQL GRANT and REVOKE commands. However, in collaborative environments, the updated data is open for collaborators for discussion and further editing and is finally approved or rejected by the PI based on the content of the data and not on the identity of the updater. In this paper, we introduce a cloud-based collaborative database system that promotes and enables collaboration and data curation scenarios. We realize content-based update approval and history tracking of updates inside HBase, a distributed and scalable open-source cluster-based database. The design and implementation as well as a detailed performance study of several approaches for update approval are presented and contrasted in the paper.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132970622","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
Finding the Big Data Sweet Spot: Towards Automatically Recommending Configurations for Hadoop Clusters on Docker Containers 寻找大数据的最佳点:在Docker容器上自动推荐Hadoop集群配置
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.101
Rui Zhang, Min Li, Dean Hildebrand
{"title":"Finding the Big Data Sweet Spot: Towards Automatically Recommending Configurations for Hadoop Clusters on Docker Containers","authors":"Rui Zhang, Min Li, Dean Hildebrand","doi":"10.1109/IC2E.2015.101","DOIUrl":"https://doi.org/10.1109/IC2E.2015.101","url":null,"abstract":"The complexity of cloud-based analytics environments threatens to undermine their otherwise tremendous values. In particular, configuring such environments presents a great challenge. We propose to alleviate this issue with an engine that recommends configurations for a newly submitted analytics job in an intelligent and timely manner. The engine is rooted in a modified k-nearest neighbor algorithm, which finds desirable configurations from similar past jobs that have performed well. We apply the method to configuring an important class of analytics environments: Hadoop on container-driven clouds. Preliminary evaluation suggests up to 28% performance gain could result from our method.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"125 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133199381","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: 33
A Two-Level Cluster-Based Cognitive Radio Sensor Network: System Architecture, Hardware Design, and Distributed Protocols 基于两级集群的认知无线电传感器网络:系统架构、硬件设计和分布式协议
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.46
H. Salameh, Mohammed F. Dhainat, Ali Al-Hajji, Raed Aqeli, Mohammad Fathi
{"title":"A Two-Level Cluster-Based Cognitive Radio Sensor Network: System Architecture, Hardware Design, and Distributed Protocols","authors":"H. Salameh, Mohammed F. Dhainat, Ali Al-Hajji, Raed Aqeli, Mohammad Fathi","doi":"10.1109/IC2E.2015.46","DOIUrl":"https://doi.org/10.1109/IC2E.2015.46","url":null,"abstract":"In this paper, we present an integrated hardware design and software implementation for a cognitive-radio wireless sensor network (CR-WSN). The implemented CR-WSN is an event-driven cluster-based network, where the sensor nodes in the network are organized into a two-level hierarchy of clusters, each with its own cognitive-enabled cluster-head (CR-CH). According to CR-WSN, the sensed data by a sensor node is reported to the associated CR-CH. The CR-CH opportunistically transmits the collected information over one of the idle primary radio channels to the data collecting node (sink). Specifically, we first describe the hardware design and implementation of the CRWSN. Then, we propose a novel hybrid MAC design for the CR-WSN that ensures reliable and timely data delivery. The proposed protocol divides the MAC-layer operation into two domains: single-channel intra-cluster and cognitive inter-cluster domains. Experimental results are provided, which verify the effectiveness of the proposed MAC protocol and demonstrate a reliable, robust and scalable performance of the proposed system.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130746496","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
Understanding the Linguistic Characteristics of Network Signaling for the 'Internet of Things' Using n-Grams 使用n-Grams理解“物联网”网络信号的语言特征
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.22
S. P. Emmons, F. Kamangar
{"title":"Understanding the Linguistic Characteristics of Network Signaling for the 'Internet of Things' Using n-Grams","authors":"S. P. Emmons, F. Kamangar","doi":"10.1109/IC2E.2015.22","DOIUrl":"https://doi.org/10.1109/IC2E.2015.22","url":null,"abstract":"In the expanding 'Internet of Things' (IoT), 'Machine-to-Machine' (M2M) applications exist with large homogeneous populations of devices that utilize general-purpose communications infrastructures, and in particular, cellular wireless networks. Understanding the behavior of these applications at large scale can be challenging since they often operate within an environment with various layers of abstraction and where system activity at one layer may lead to unanticipated consequences at other layers. This paper investigates several commercial M2M applications at the cellular wireless \"signaling layer,\" and looks specifically at how the linguistic characteristics, in the form of n-grams, of device interactions with cellular carrier network elements help provide insights into the systems' behavior.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130826075","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
Design and Implementation of a Cloud-Federation Agent for Software Defined Networking 软件定义网络的云联合代理的设计与实现
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.58
Constantin Gaul, Marc Körner, O. Kao
{"title":"Design and Implementation of a Cloud-Federation Agent for Software Defined Networking","authors":"Constantin Gaul, Marc Körner, O. Kao","doi":"10.1109/IC2E.2015.58","DOIUrl":"https://doi.org/10.1109/IC2E.2015.58","url":null,"abstract":"This paper introduces a cloud-federation agent which enables a horizontal network federation between different cloud providers, based on Software Defined Networking (SDN). Furthermore, tenants, using the cloud's Infrastructureas a Service (IaaS) model, have a fine grained access to the resources via an exposed Open Flow interface, deployed on top of the SDN router's virtualized control plane. This provides complete management and control capabilities of a virtual SDN (vSDN) substrate and gives tenants the freedom to deploy virtual network-appliances or services using Network Function Virtualization (NFV) on top of the allocated vSDN.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132223786","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
Graph Aware Caching Policy for Distributed Graph Stores 分布式图存储的图感知缓存策略
2015 IEEE International Conference on Cloud Engineering Pub Date : 2015-03-09 DOI: 10.1109/IC2E.2015.39
Hidayet Aksu, Mustafa Canim, Yuan-Chi Chang, I. Korpeoglu, Ö. Ulusoy
{"title":"Graph Aware Caching Policy for Distributed Graph Stores","authors":"Hidayet Aksu, Mustafa Canim, Yuan-Chi Chang, I. Korpeoglu, Ö. Ulusoy","doi":"10.1109/IC2E.2015.39","DOIUrl":"https://doi.org/10.1109/IC2E.2015.39","url":null,"abstract":"Graph stores are becoming increasingly popular among NOSQL applications seeking flexibility and heterogeneity in managing linked data. Conceptually and in practice, applications ranging from social networks, knowledge representations to Internet of things benefit from graph data stores built on a combination of relational and non-relational technologies aimed at desired performance characteristics. The most common data access pattern in querying graph stores is to traverse from a node to its neighboring nodes. This paper studies the impact of such traversal pattern to common data caching policies in a partitioned data environment where a big graph is distributed across servers in a cluster. We propose and evaluate a new graph aware caching policy designed to keep and evict nodes, edges and their metadata optimized for query traversal pattern. The algorithm distinguishes the topology of the graph as well as the latency of access to the graph nodes and neighbors. We implemented graph aware caching on a distributed data store Apache HBase in the Hadoop family. Performance evaluations showed up to 15x speedup on the benchmark datasets preferring our new graph aware policy over non-aware policies. We also show how to improve the performance of existing caching algorithms for distributed graphs by exploiting the topology information.","PeriodicalId":395715,"journal":{"name":"2015 IEEE International Conference on Cloud Engineering","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133417086","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
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