A signed graph [Formula: see text] consists of graph [Formula: see text] and signature [Formula: see text]. An incidence of [Formula: see text] is a pair [Formula: see text], where [Formula: see text] is one of the end vertices of edge [Formula: see text]. A proper [Formula: see text]-edge coloring [Formula: see text]...
A central theme is safer battery design through material and structural innovation. Myeong et al. introduce a fire-extinguishing current collector coated with melamine polyphosphate (MPP) for lithium-ion batteries. Their work demonstrates that integrating a flame-retardant layer directly onto the Al current collector c...
Christopher Johnson, Jung Ho Kim, Cheng Yang-Tse· Frontiers in Batteries and E...· 0 citations
The rapid proliferation of digital infrastructure, spanning cloud computing, the Internet of Things (IoT), edge networks, and mobile platforms, has dramatically expanded the attack surface available to cybercriminals. Traditional signature-based intrusion detection systems, while effective against known threats, are fu...
The proposed design uses adaptive sampling, data aggregation, compression, a workload-aware offloading mechanism, dynamic voltage/frequency scaling where available, and container consolidation and renewable-energy awareness, and carbon-aware workload placement, all of which are aligned with the direction of current Mul...
Farooque Alam· International Journal for Re...· 0 citations
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Edge server placement (ESP) is critical in mobile edge computing (MEC) by enabling low-latency services and cost-efficient operation through effective resource allocation. However, with the rapid growth of candidate nodes and the integration of heterogeneous server types, ESP becomes a complex large-scale multi-objecti...
Feng Wang, Zhi-Hui He, Bing-Dong Li et al.· IEEE Transactions on Mobile...· 0 citations
The Internet of Things (IoT) faces critical challenges in supporting computation-intensive applications under resource-constrained edge networks, particularly in high-precision manufacturing scenarios requiring high-concurrency and low-latency task offloading. This paper proposes Joint Communication and Computation Co-...
Jia-Jian Li, Yan-Jun Shi, Xiao-Cong Wang et al.· IEEE Transactions on Mobile...· 0 citations
Unmanned aerial vehicles (UAVs) equipped with edge computing capabilities offer a promising solution for the coverage and flexibility of terrestrial networks, but they also face challenges in low-latency, security-aware data transmission. To address this, a UAV-assisted, security-aware vehicular edge computing system i...
Tao Ren, Jun Cui, Xue-Yan Cao et al.· IEEE Transactions on Mobile...· 1 citation
With the rapid advancement of Uncrewed Aerial Vehicle (UAV) technology, fleets are increasingly deployed in disaster relief, logistics, and environmental monitoring, necessitating real-time task execution and efficient UAV resource allocation. However, UAVs’ constrained computational and communication capabilities, par...
Li Lin, He-Ming Jiang, Jin-Bo Xiong et al.· IEEE Transactions on Mobile...· 0 citations
Collaboration among edge nodes via task migration is a promising solution for mobile edge computing (MEC) to efficiently meet time-varying and spatially unbalanced computing demands with limited resources. However, existing task migration strategies are primarily confined to a discrete-time paradigm, which suffers from...
Qi Jiang, Tho Le-Ngoc, Victor C. M. Leung et al.· IEEE Transactions on Mobile...· 0 citations
The proliferation of Multi-Access Edge Computing (MEC) has led to massive data generation. This imposes complex and dynamic requirements on task scheduling. Conventional Uncrewed Aerial Vehicle (UAV) scheduling methods struggle with task diversity. They lack adaptability to stochastic environments. Large Language Model...
Xiong-Jie Zhou, Xin Guan, Hai-Yang Jiang et al.· IEEE Transactions on Mobile...· 0 citations
Edge Computing (EC) provides low-latency environment for delay-sensitive network services by deploying limited cloud infrastructure at the edge of the network. Network Function Virtualization (NFV) further enhances flexibility by replacing hardware with Virtual Network Functions (VNFs) that can run on general servers....
Wei-Han Chen, Zhi-Liang Wang, Han Zhang et al.· IEEE Transactions on Paralle...· 0 citations
To ensure continuous low-latency service in Mobile Edge Computing (MEC), edge applications must migrate statefully along the user’s mobility path. However, existing migration schemes fail to meet the strict Quality of Service (QoS) requirements of live-serving, time-sensitive MEC applications due to excessive downtime...
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Microsoft Research Blog· microsoft.comOct 15, 2026
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 8, 2026
