CNA-TCC: Campaign Network Attribute Based Thematic Campaign Classification

Johnson, Nathan; Turnbull, Benjamin; Reisslein, Martin; Moustafa, Nour

doi:10.1109/tcss.2022.3184387

Cited by 1 publication

(1 citation statement)

References 59 publications

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“…Modern societies depend on reliable secure cloud computing for a wide range of critical functions, including education through virtual learning environments [3][4][5] and health care [6][7][8], both for classical health care topics, such as heart health [9], as well as newly emerging diseases, such as Covid-19 [10][11][12][13]. Moreover, the influence that social media exert on people in conjunction with advanced cloud computing models enable sophisticated cyber influence campaigns for a wide range of purposes, ranging from public health awareness to military conflicts [14][15][16][17][18]. Also, the ongoing roll-out of fifth generation wireless systems (5G) will enable a new range of use cases that require low-latency communication and compute processing [19,20], e.g.…”

Section: Introductionmentioning

confidence: 99%

Ubi-Flex-Cloud: ubiquitous flexible cloud computing: status quo and research imperatives

Thyagaturu

Nguyen

Rimal

et al. 2022

ACI

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PurposeCloud computing originated in central data centers that are connected to the backbone of the Internet. The network transport to and from a distant data center incurs long latencies that hinder modern low-latency applications. In order to flexibly support the computing demands of users, cloud computing is evolving toward a continuum of cloud computing resources that are distributed between the end users and a distant data center. The purpose of this review paper is to concisely summarize the state-of-the-art in the evolving cloud computing field and to outline research imperatives.Design/methodology/approachThe authors identify two main dimensions (or axes) of development of cloud computing: the trend toward flexibility of scaling computing resources, which the authors denote as Flex-Cloud, and the trend toward ubiquitous cloud computing, which the authors denote as Ubi-Cloud. Along these two axes of Flex-Cloud and Ubi-Cloud, the authors review the existing research and development and identify pressing open problems.FindingsThe authors find that extensive research and development efforts have addressed some Ubi-Cloud and Flex-Cloud challenges resulting in exciting advances to date. However, a wide array of research challenges remains open, thus providing a fertile field for future research and development.Originality/valueThis review paper is the first to define the concept of the Ubi-Flex-Cloud as the two-dimensional research and design space for cloud computing research and development. The Ubi-Flex-Cloud concept can serve as a foundation and reference framework for planning and positioning future cloud computing research and development efforts.

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