9,595 research outputs found
AoRA: AI-on-RAN for Backhaul-free Edge Inference
In cellular networks, edge intelligence is often enabled by Multi-Access Edge Computing (MEC), which aims to bring AI services closer to end users. Although MEC reduces latency by placing computation near the network edge, it remains external to the Radio Access Network (RAN) and its native execution environment, thereby introducing additional transport and buffering delays. The emerging AI-on-RAN paradigm proposes to overcome these limitations but remains largely conceptual, lacking practical implementation and feasibility validation. In this paper, we present AoRA, the first framework realizing the AI-on-RAN vision by dynamically utilizing available computational headroom in GPU- and NPU-accelerated RAN platforms to deliver AI services directly from within the base stations. AoRA leverages containerized AI workloads in the 5G RAN stack to enable inlined and opportunistic AI service provisioning without degrading core telecom operations. The framework is fully compliant with O-RAN interfaces and can operate seamlessly alongside existing edge computing infrastructures. Evaluations show that AoRA reduces transport latency by over 30% compared to MEC and 70% compared to cloud-based setups
Tracing the Inheritance Line of Traditional Martial Arts Subak
At the end of the Joseon Dynasty, Subak's successors all died of old age. It is difficult to inherit the national cultural heritage and hand it down to descendants through individual efforts alone. We all need to take care of it and preserve it. As with arts that have been handed down by the people, there are no written records related to the genealogy of Subak and Subak Dance. However, it is possible to look into the context after the late Joseon Dynasty. Song Chang-yeol wanted to become a movie star in his youth, and it is said that he stayed for a while in a place called ‘Shin-Film’, which was directed by Shin Sang-ok. It seems that he is a former movie star, as he has appeared in several films, including a minor role in the movie “The Martyr” directed by Yoo Hyeon-mok. This person's maternal uncle is director Choi Hyun-min, who planned a movie called 'Sorrow in the Sky', which turned half of the Korean peninsula into a sea of tears in 1965. Song Chang-ryeol was born in February 1932 in Bukcheong-gun, Hamgyeongnam-do. In 1938, his father ran the 'Ohara Sewing Association' in Osaka, Japan. From 1938 to 40 he lived in Osaka. He later moved from Japan to Kaesong, Joseon
Ultra-low overpotential and high rate capability in Li-O-2 batteries through surface atom arrangement of PdCu nanocatalysts
PdCu bimetallic nanoparticles (NPs) having mixed disordered facecentered cubic (fcc) and ordered body-centered cubic (B2-type) phases enhance the kinetics of oxygen reduction/evolution reaction by significant reduction of overpotentials, which leads to the superb round-trip efficiency of 80%. In addition, the PdCu catalyst demonstrates a remarkable cyclic enhancement in stability and an outstanding rate capability even at a high current density of 5000 mA gcarbon 1. Our first-principles calculations demonstrate that the low overpotentials of the PdCu catalyst are strongly correlated with the
weak LiO2 adsorption strength, caused by electron transfer fromCu to the top-layer Pd atoms on the surface.11011051sciescopu
CONTEMPORARY MUSIC ENSEMBLE All-Jewish program with works by guest composer MARIO DAVIDOVSKY and by Shulamit Ran and Osvaldo Gólijov Thursday, February 25, 1999 8:00 p.m. Lillian H. Duncan Recital Hall
Program: Mirage / Shulamit Ran -- Din / Osvaldo Golijov -- K'vakarat / Osvaldo Golijov -- Romancero / Mario Davidovsky -- Scene I from "Shir Ha-Shirim" ("Song of Songs") / Mario Davidovsk
How Do We Evaluate Peroxidation of Feed Fats?
Shurson, Jerry; Liu, Pai; Song, Ran; Kerr, Brian. (2012). How Do We Evaluate Peroxidation of Feed Fats?. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/204322
EMOTION ENGINEERING THROUGH DICTION AND IMAGERY IN THE LYRICS OF THE SONG "TERJERAT" BY KEY RAN PSYCHOLINGUISTIC LITERARY STUDY
The objectives of this research are 1. How can the language and images contained in the lyrics of the song "Terjerat" by Key Ran influence and stimulate the listener's emotions? 2. Are there differences in emotional interpretation between listeners with different cultural backgrounds regarding the lyrics of the song "Terjerat"? 3. How does the application of linguistic and literary techniques in the lyrics of the song "Terjet" help create a deep atmosphere and support emotional engineering? The method used in this research is a qualitative descriptive method. The approach that researchers will use to analyze the Engineering of Emotions through Language and Imagery in the lyrics of the song "Terjerat" by Key Ran is a textual analysis approach using Harold Bloom's theory (1930) to analyze song lyrics in depth to identify the language and image elements used to convey emotional messages to listeners. Apart from that, researchers used the mental image theory put forward by George Lakoff and Mark Johnson, to analyze the images created by the lyrics that influence the way you hear, understand and feel the song. The subject of this research is the lyrics of the song "Terjerat" by Key Ran. To collect data the technique used is technique. 1. Text analysis 2. Interviews with singers/composers 3. Literature study 4. Listener survey.
The research results show: 1. The language and images contained in the lyrics of the song "Terjerat" can influence and stimulate the listener's emotions based on psychoanalytic engineering analysis, namely: word selection, visual imagery, repetition, grammar and rhythm, language style and metaphor, general themes, and Duality of Emotions 2. Listeners' interpretation after hearing this song is an interpretation based on the meaning of the song's lyrics 3. There is the application of linguistic and literary techniques in the lyrics of the song "Terjerat" which helps create a deep atmosphere and supports emotional engineering as seen from: Listener's emotional understanding, Connection with listeners, Message and meaning of songs, Creativity in the influence of emotions, Psychological Considerations in the Music Industry, Education and Language Arts
A new species of Paramesotriton (Caudata: Salamandridae) from Guizhou Province, China
Gu, Xiaoming, Chen, Rongrong, Tian, Yingzhou, Li, Song, Ran, Jingcheng (2012): A new species of Paramesotriton (Caudata: Salamandridae) from Guizhou Province, China. Zootaxa 3510: 41-52, DOI: 10.5281/zenodo.21375
Telema dongbei Wang & Ran 1998
Telema dongbei Wang & Ran, 1998 T. dongbei Wang & Ran, 1998: 94, f. 1–5; Song et al., 1999: 51, f. 21 R–U. (Male holotype, 1 female paratype from China: Guizhou: Dongbei Cave, Shuipa Village [25 º 80 ʹN, 107 º 54 ʹE], Yuping Town, Maolan National Natural Reserve, Libo County, 13 Sept. 1996, J.C. Ran leg., deposited in American Museum of Natural History, New York, not examined). Material examined. None. Diagnosis. Telema dongbei seems closest to T. conglobare, but the male differs from the latter by the falculate embolus non-contracted proximally; the female by the spermatheca broad proximally and unexpanded distally (Wang & Ran, 1998, figs. 1, 2 and 5). Description. See Wang and Ran (1998). Distribution. China (Guizhou) (Fig. 20).Published as part of Lin, Yucheng & Li, Shuqiang, 2010, Long-legged cave spiders (Araneae, Telemidae) from Yunnan-Guizhou Plateau, southwestern China, pp. 1-34 in Zootaxa 2445 on page 11, DOI: 10.5281/zenodo.19503
An article on how the author, an amateur runner, ran Cape Elizabeth\u27s Beach to B
An article on how the author, an amateur runner, ran Cape Elizabeth\u27s Beach to Beacon 10K race last August, with comments on the scenery, the encouraging crowds, and the other runners
Star Song
"Alice Olsen Williams- Star Song was produced in conjunction with a solo exhibition of the same name that ran from January 12 to February 16, 2019 at Artspace." -- Distributor's websit
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