Parallel processing area extraction and data transfer number reduction for automatic GPU offloading of IoT applications

For Open IoT, we have proposed Tacit Computing technology to discover the devices that have data users need on demand and use them dynamically and an automatic GPU offloading technology as an elementary technology of Tacit Computing. However, it can improve limited applications because it only optimizes parallelizable loop statements extraction. Thus, in this paper, to improve performances of more applications automatically, we propose an improved method with reduction of data transfer between CPU and GPU. We evaluate our proposed offloading method by applying it to Darknet and find that it can process it 3 times as quickly as only using CPU.Comment: 6 pages, 4 figures, in Japanese, IEICE Technical Report, SC2018-3

Threat Modeling the Cloud:An Ontology Based Approach

Critical Infrastructures (CIs) such as e-commerce, energy, transportation, defense, monitoring etc., form the basis of the modern ICT society, and these CI’s increasingly utilize ICT services such as the Cloud to provide for scalable, robust and cost-efficient services. Consequently, the resilience of the CI is directly connected with the resilience of the underlying Cloud infrastructure. However, performing a Cloud threat analysis (TA) is a challenging task given the complex interconnection of underlying computing and communication services. Thus, the need is of a comprehensive TA approach that can holistically analyze the relation across system level requirements and Cloud vulnerabilities. We target achieving such a requirement based threat analysis by developing an ontology depicting the relations among actors involved in the Cloud ecosystem. The ontology comprehensively covers requirement specifications, interaction among the Cloud services and vulnerabilities violating the requirements. By mapping the ontology to a design structure matrix, our approach obtains security assessments from varied actor perspectives. We demonstrate the effectiveness of our approach by assessing the security of OpenStack, an open source Cloud platform, covering user requirements and services involved in Cloud operations

Alarm systems A guide to design, management and procurement

SIGLEAvailable from British Library Document Supply Centre-DSC:7059.440(191) / BLDSC - British Library Document Supply CentreGBUnited Kingdo