Failure-Sentient Composition For Swarm-Based Drone Services

We propose a novel failure-sentient framework for swarm-based drone delivery services. The framework ensures that those drones that experience a noticeable degradation in their performance (called soft failure) and which are part of a swarm, do not disrupt the successful delivery of packages to a consumer. The framework composes a weighted continual federated learning prediction module to accurately predict the time of failures of individual drones and uptime after failures. These predictions are used to determine the severity of failures at both the drone and swarm levels. We propose a speed-based heuristic algorithm with lookahead optimization to generate an optimal set of services considering failures. Experimental results on real datasets prove the efficiency of our proposed approach in terms of prediction accuracy, delivery times, and execution times.Comment: 11 pages, 14 figures, This paper is accepted in the 2023 IEEE International Conference on Web Services (ICWS 2023

Potential for Army Integration of Autonomous Systems by Warfighting Function

The article explains the maximum extent that the U.S. Army can integrate autonomous systems into its operations given the inherent limitations of the technology. Topics include these limitations determine the appropriateness of using autonomous systems to perform each of the broad range of Army tasks that are captured through the warfighter functions and the six warfighting functions of the U.S. Army include mission command, intelligence and protection

Double elevation: Autonomous weapons and the search for an irreducible law of war

What should be the role of law in response to the spread of artificial intelligence in war? Fuelled by both public and private investment, military technology is accelerating towards increasingly autonomous weapons, as well as the merging of humans and machines. Contrary to much of the contemporary debate, this is not a paradigm change; it is the intensification of a central feature in the relationship between technology and war: Double elevation, above one's enemy and above oneself. Elevation above one's enemy aspires to spatial, moral, and civilizational distance. Elevation above oneself reflects a belief in rational improvement that sees humanity as the cause of inhumanity and de-humanization as our best chance for humanization. The distance of double elevation is served by the mechanization of judgement. To the extent that judgement is seen as reducible to algorithm, law becomes the handmaiden of mechanization. In response, neither a focus on questions of compatibility nor a call for a 'ban on killer robots' help in articulating a meaningful role for law. Instead, I argue that we should turn to a long-standing philosophical critique of artificial intelligence, which highlights not the threat of omniscience, but that of impoverished intelligence. Therefore, if there is to be a meaningful role for law in resisting double elevation, it should be law encompassing subjectivity, emotion and imagination, law irreducible to algorithm, a law of war that appreciates situated judgement in the wielding of violence for the collective

Gringo Alley

As a tribute to the late Professor Keith Aoki, this piece engages an uncompleted collaboration with Professor Aoki sketching through art and words a profoundly dystopian immigration nightmare centered in the Southwestern United States. In detailing the plot and themes of the borderlands gauntlet of Gringo Alley, the article confronts some of the disturbing recent developments in immigration policy that approach or match the horrors imagined in fictional Gringo Alley. Finally, the article draws on science fiction influence and demographic reality to suggest a frightening future for all U.S. residents -- the prospect of economic collapse in a landscape of stifled Mexican immigration coupled with an aging U.S. population, that leaves us scrambling to meet labor needs in a real-life Day Without a Mexican

Gringo Alley

As a tribute to the late Professor Keith Aoki, this piece engages an uncompleted collaboration with Professor Aoki sketching through art and words a profoundly dystopian immigration nightmare centered in the Southwestern United States. In detailing the plot and themes of the borderlands gauntlet of Gringo Alley, the article confronts some of the disturbing recent developments in immigration policy that approach or match the horrors imagined in fictional Gringo Alley. Finally, the article draws on science fiction influence and demographic reality to suggest a frightening future for all U.S. residents -- the prospect of economic collapse in a landscape of stifled Mexican immigration coupled with an aging U.S. population, that leaves us scrambling to meet labor needs in a real-life Day Without a Mexican

6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap

The 5G wireless communication network is currently faced with the challenge of limited data speed exacerbated by the proliferation of billions of data-intensive applications. To address this problem, researchers are developing cutting-edge technologies for the envisioned 6G wireless communication standards to satisfy the escalating wireless services demands. Though some of the candidate technologies in the 5G standards will apply to 6G wireless networks, key disruptive technologies that will guarantee the desired quality of physical experience to achieve ubiquitous wireless connectivity are expected in 6G. This article first provides a foundational background on the evolution of different wireless communication standards to have a proper insight into the vision and requirements of 6G. Second, we provide a panoramic view of the enabling technologies proposed to facilitate 6G and introduce emerging 6G applications such as multi-sensory–extended reality, digital replica, and more. Next, the technology-driven challenges, social, psychological, health and commercialization issues posed to actualizing 6G, and the probable solutions to tackle these challenges are discussed extensively. Additionally, we present new use cases of the 6G technology in agriculture, education, media and entertainment, logistics and transportation, and tourism. Furthermore, we discuss the multi-faceted communication capabilities of 6G that will contribute significantly to global sustainability and how 6G will bring about a dramatic change in the business arena. Finally, we highlight the research trends, open research issues, and key take-away lessons for future research exploration in 6G wireless communicatio

Innocence in Lewis’s \u3ci\u3ePerelandra\u3c/i\u3e and Twain’s \u3ci\u3eKing Arthur’s Court\u3c/i\u3e

Comparing the innocent characters, especially The Green Lady and Sandy, respectively, in Perelandra and A Connecticut Yankee In King Arthur\u27s Cour