14 papers · ranked by Valyu relevance
Valerio Besozzi, Matteo Della Bartola, Patrizio Dazzi, Marco Danelutto
The widespread deployment of large-scale, compute-intensive applications such as highperformance computing, artificial intelligence, and big data is leading to convergence between cloud and high-performance computing infrastructures. Cloud providers are increasingly integrating high-performance computing capabilities…
Jinfeng Wen, Yuehan Sun
Serverless computing has rapidly emerged as a popular cloud computing paradigm. It enables developers to implement function-level tasks, i.e., serverless functions, without managing infrastructure. While reducing operational overhead, it poses challenges, especially for novice developers. Developing functions from…
Deng, Yuhan, Srivatsan, Akshay + 10 more
We describe a system for serverless computing where users, programs, and the underlying platform share a common representation of a computation: a deterministic procedure, run in an environment of well-specified data or the outputs of other computations. This representation externalizes I/O: data movement over the…
Kyriakos Psarakis
| | Summary | | xi | |---|----------|---------------------------------------------------------------------|------| | | | Samenvatting | xiii | | | Περίληψη | | xv | | 1 | | Introduction | 1 | | | 1.1 | From the Metal to the Clouds. | 3 | | | 1.2 | Scalable Cloud Application Aspects | 5 | | | | 1.2.1 Cloud Runtimes &…
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…
Wei Shao, Najmeh Nazari, Behnam Omidi, Setareh Rafatirad + 3 more
—Serverless computing has revolutionized cloud computing by offering users an efficient, cost-effective way to develop and deploy applications without managing infrastructure details. However, serverless cloud users remain vulnerable to various types of attacks, including micro-architectural side-channel attacks. These…
Hanzhe Li, Bingchen Lin, Mengyuan Xu
With the increasing demand for high-performance and high-efficiency computing, cloud computing, especially serverless computing, has gradually become a research hotspot in recent years, attracting numerous research attention. Meanwhile, MapReduce, which is a popular big data processing model in the industry, has been…
Daniel P. Ramirez-Echemendia, Luís Borges-Araújo, Chelsea M. Brown, Riccardo Alessandri + 3 more
The Martini coarse-grained force field is widely used for biomolecular simulations by a large and rapidly expanding community worldwide. Over time, the development of Martini parameters, tools, and documentation has become increasingly dispersed across numerous research groups, leading to fragmentation and making it…
Kyriakos Psarakis, George Christodoulou, George Siachamis, Marios Fragkoulis + 1 more
Developing stateful cloud applications, such as low-latency workflows and microservices with strict consistency requirements, remains arduous for programmers. The Stateful Functions-as-a-Service (SFaaS) paradigm aims to serve these use cases. However, existing approaches provide weak transactional guarantees or perform…
Benjamin C. Perry, Jeonghyeon Kim, Philip A. Romero
AlphaFold 3 (AF3) enables accurate biomolecular modeling but is limited by slow, CPU-bound multiple sequence alignment (MSA) generation. We introduce AlphaFast, a drop-in framework that integrates GPU-accelerated MMseqs2 sequence search to remove this bottleneck. AlphaFast achieves a 68.5× speedup in MSA construction…
Panagiotis K. Gkonis, Anastasios Giannopoulos, Nikolaos Nomikos, Lambros Sarakis + 4 more
The goal of the study presented in this work is to analyze all recent advances in the context of the computing continuum and meta-operating systems (meta-OSs). The term continuum includes a variety of diverse hardware and computing elements, as well as network protocols, ranging from lightweight Internet of Things…
Yubao Liu, Chenhao Li, Quanchao Sun, Haiyue Jiang
Computational task offloading is a key technology in the field of vehicle-to-everything (V2X) communication, where security issues represent a core challenge throughout the offloading process. We must ensure the legitimacy of both the offloading entity (requesting vehicle) and the offloader (edge server or assisting…
Paola Marques, Mariana Mendes, Thiago Emmanuel Pereira, Giovanni Farias
While public cloud providers dominate the commercial landscape, private clouds are widely adopted by academic and research institutions to meet specific governance and operational requirements. There are multiple available datasets about resource usage of public clouds; however, datasets capturing usage patterns in…
Jose L Figueroa, Richard Allen White
We now exist in the era of massive datasets from genomics, large language models, and all the known knowledge of humanity right at our fingertips. Much of this data is becoming more accessible; however, processing such data remains an ongoing issue across systems including high performance computing (HPC)…