14 papers · ranked by Valyu relevance
Benjamin D Lee, Michael A Timony, Pablo Ruiz
Raw DNA sequences contain an immense amount of meaningful biological information. However, these sequences are hard for humans to intuitively interpret. To solve this problem, a number of methods have been proposed to transform DNA sequences into two-dimensional visualizations. DNAvisualization.org implements several…
Mohsen Ghorbian, Mostafa Ghobaei-Arani, Leila Esmaeili
The energy-aware scheduling mechanism in serverless computing enables systems to be allocated to IoT devices connected to the network’s edge efficiently based on the energy status of active nodes. In this approach, resource allocation is performed in real-time and according to the energy changes of the nodes, the…
David Pacios, José Luis Vázquez-Poletti, Dattaraj B. Dhuri, Dimitra Atri + 6 more
'Dimitra Atri' 'Rafael Moreno-Vozmediano' 'Robert J. Lillis' 'Nikolaos Schetakis' 'Jorge Gómez-Sanz' 'Alessio Di Iorio' 'Luis Vázquez'] Remote sensing technologies are experiencing a surge in adoption for monitoring Earth’s environment, demanding more efficient and scalable methods for image analysis. This paper…
Urooba Shahid, Ghufran Ahmed, Shahbaz Siddiqui, Junaid Shuja + 4 more
Function as a Service (FaaS) is highly beneficial to smart city infrastructure due to its flexibility, efficiency, and adaptability, specifically for integration in the digital landscape. FaaS has serverless setup, which means that an organization no longer has to worry about specific infrastructure management tasks…
Fatima Samea, Farooque Azam, Muhammad Rashid, Muhammad Waseem Anwar + 3 more
'Wasi Haider Butt' 'Abdul Wahab Muzaffar' 'Haoran Xie'] In a serverless cloud computing environment, the cloud provider dynamically manages the allocation of resources whereas the developers purely focus on their applications. The data-driven applications in serverless cloud computing mainly address the web as well as…
Aji John, Kathleen Muenzen, Kristiina Ausmees, Jacopo Soldani
Advances in whole-genome sequencing have greatly reduced the cost and time of obtaining raw genetic information, but the computational requirements of analysis remain a challenge. Serverless computing has emerged as an alternative to using dedicated compute resources, but its utility has not been widely evaluated for…
Seungjun Lee, Daegun Yoon, Sangho Yeo, Sangyoon Oh + 4 more
As Artificial Intelligence (AI) is becoming ubiquitous in many applications, serverless computing is also emerging as a building block for developing cloud-based AI services. Serverless computing has received much interest because of its simplicity, scalability, and resource efficiency. However, due to the trade-off…
Priscilla Benedetti, Mauro Femminella, Gianluca Reali, Kris Steenhaut + 1 more
'Kris Steenhaut' 'Rongxing Lu'] Serverless computing, especially implemented through Function-as-a-Service (FaaS) platforms, has recently been gaining popularity as an application deployment model in which functions are automatically instantiated when called and scaled when needed. When a warm start deployment mode is…
Jacob Bradford, Divya Joy, Mattias Winsen, Nicholas Meurant + 5 more
Organisations are challenged when meeting the computational requirements of large-scale bioinformatics analyses using their own resources. Cloud computing has democratised large-scale resources, and to reduce the barriers of working with large-scale compute, leading cloud vendors offer serverless computing, a…
Ming Li, Jianshan Zhang, Jingfeng Lin, Zheyi Chen + 5 more
'Stefan Nastic' 'Patrizio Dazzi' 'Konstantinos Tserpes' 'Sashko Ristov'] The emerging serverless computing has become a captivating paradigm for deploying cloud applications, alleviating developers’ concerns about infrastructure resource management by configuring necessary parameters such as latency and memory…
Marco Esposito, Alberto Belli, Lorenzo Palma, Paola Pierleoni + 3 more
'Antonio Puliafito' 'Giovanni Pau' 'Ilsun You'] Smart objects and home automation tools are becoming increasingly popular, and the number of smart devices that each dedicated application has to manage is increasing accordingly. The emergence of technologies such as serverless computing and dedicated machine-to-machine…
Sara Hong, Yeeun Kim, Jaehyun Nam, Seongmin Kim + 2 more
'Alberto Gotta'] A recent development in cloud computing has introduced serverless technology, enabling the convenient and flexible management of cloud-native applications. Typically, the Function-as-a-Service (FaaS) solutions rely on serverless backend solutions, such as Kubernetes (K8s) and Knative, to leverage the…
P. Jenifer, J. Angela Jennifa Sujana, Yilun Shang
Edge intelligence is fast becoming indispensable as billions of sensors demand real-time inference without saturating backbone links or exposing sensitive data in remote data centres and emerging artificial intelligence (AI)-edge boards such as NVIDIA CPUs, 16 GB RAM, and microcontrollers with chip neural processing…
Ruiqi Ouyang, Jie Wang, Hefeng Xu, Shixiong Chen + 4 more
'Amr Tolba' 'Xingguo Zhang' 'Antonio Puliafito'] In cross-border transactions, the transmission and processing of logistics information directly affect the trading experience and efficiency. The use of Internet of Things (IoT) technology can make this process more intelligent, efficient, and secure. However, most…