Search Results - Distributed Serverless Computing

Dependent Function Embedding for Distributed Serverless Edge Computing by Deng, Shuiguang, Zhao, Hailiang, Xiang, Zhengzhe, Zhang, Cheng, Jiang, Rong, Li, Ying, Yin, Jianwei, Dustdar, Schahram, Zomaya, Albert Y.

“… Benefit from the development of serverless computing, an edge server can be configured as a carrier of limited serverless functions, in the way of deploying Docker runtime and Kubernetes engine…”
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Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems by Sun, Yuan, Zhang, Chen, Huang, Tao

“… latency should also be considered as part of the task response latency. In this paper, we focus on the joint task dispatching and bandwidth allocation problem with hard deadlines in distributed serverless edge computing systems…”
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Dynamic Split Computing Framework in Distributed Serverless Edge Clouds by Ko, Haneul, Jeong, Hyeonjae, Jung, Daeyoung, Pack, Sangheon

“…Distributed serverless edge clouds and split computing are promising technologies to reduce the inference latency of large-scale deep neural networks (DNNs…”
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Distributed Task Scheduling in Serverless Edge Computing Networks for the Internet of Things: A Learning Approach by Tang, Qinqin, Xie, Renchao, Yu, Fei Richard, Chen, Tianjiao, Zhang, Ran, Huang, Tao, Liu, Yunjie

“… This article aims to study the distributed task scheduling for the IoT in serverless edge computing networks, in which heterogeneous serverless edge computing nodes are rational…”
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Exploring FPGA Acceleration for Distributed Serverless Computing by Yang, Ziyi, Fahmy, Suhaib A.

“…Serverless computing has become a popular cloud computing paradigm. However, its deployment abstraction entails significant performance overheads…”
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StarData: Distributed Map-Reduce Framework Atop Serverless Computing Platforms by Zhou, Shuhui, He, Xing, Zhang, Zhenshuo, Gao, Feng, Hong, Yuan, Gao, Ruijin, Wang, Xiaoming, Yun, Hongsheng, Ma, Ruhui, Sun, Jinshan

“… Users can analyze and process data in the computing cluster after configuring it as needed…”
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Cloud Architectures for Distributed Serverless Computing: A Review of Event-Driven and Function-as-a-Service Paradigms by Zangana, Hewa Majeed, Sallow, Zina Bibo, Omar, Marwan

“… This paper comprehensively reviews cloud architectures for distributed serverless computing, focusing on event-driven and Function-as-a-Service (FaaS) paradigms…”
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Distributed serverless function scheduling in ad-hoc drone networks by De Palma, Giuseppe, Giallorenzo, Saverio, Heideker, Alexandre, Trentin, Matteo, Trotta, Angelo, Zavattaro, Gianluigi

“… We present an interpretation of Function-as-a-Service serverless computing within the distributed settings of drone swarms to address their peculiar challenges in functionality deployment, resource…”
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A Design of Edge Distributed Video Analysis System Based on Serverless Computing Service by Wang, Yutong, Yang, Mingchuan, Ding, Peng, Shen, Yun, Shi, Xiaohou, Dai, Meiling

“…The paper introduces the design of an edge distributed video analysis system based on serverless computing services…”
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Corrigendum to “MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training” [Journal of Parallel and Distributed Computing 183 (2024) 104764] by Sarroca, Pablo Gimeno, Sánchez-Artigas, Marc

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Accelerating Distributed Tracing in Serverless Computing Using Differential Tracing by Yang, Yuhan, Wei, Xingda

“… However, the efficiency of distributed tracing in serverless computing is compromised due to the excessive traces generated by various system components…”
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faas‐sim : A trace‐driven simulation framework for serverless edge computing platforms by Raith, Philipp, Rausch, Thomas, Furutanpey, Alireza, Dustdar, Schahram

“… In serverless computing, platform operators are tasked with efficiently managing distributed computing infrastructure completely abstracted from application developers…”
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Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing by Liu, Mengfan, Wang, Wei, Wu, Chuan

“…With the advancement of serverless computing, running machine learning (ML) inference services over a serverless platform has been advocated, given its labor-free scalability and cost effectiveness…”
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Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing by Yu, Hanfei, Wang, Hao, Tiwari, Devesh, Li, Jian, Park, Seung-Jong

“… This paper proposes Stellaris, the first to introduce a generic asynchronous learning paradigm for distributed DRL training with serverless computing…”
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Application of Serverless Computing in Blockchain Distributed Technology by Chellasamy, Natarajan, Akram, Faiz, Rajesh, Nichenametla, Umamaheswari, R.

“… In this paper, we develop a serverless computing model that is embedded with blockchain manner in a distributed fashion…”
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Freyr ^++: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning by Yu, Hanfei, Wang, Hao, Li, Jian, Yuan, Xu, Park, Seung-Jong

“…Serverless computing has revolutionized online service development and deployment with ease-to-use operations, auto-scaling, fine-grained resource allocation, and pay-as-you-go pricing…”
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faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing by Zhao, Hongyu, Pan, Shanxing, Cai, Zinuo, Chen, Xinglei, Jin, Lingxiao, Gao, Honghao, Wan, Shaohua, Ma, Ruhui, Guan, Haibing

“… To leverage the advantages of serverless platforms, we propose faaShark , an end-to-end network traffic analysis system based on a serverless computing platform…”
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Accelerated serverless computing based on GPU virtualization by Naranjo, Diana M., Risco, Sebastián, de Alfonso, Carlos, Pérez, Alfonso, Blanquer, Ignacio, Moltó, Germán

“…This paper introduces a platform to support serverless computing for scalable event-driven data processing that features a multi-level elasticity approach combined with virtualization of GPUs…”
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Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal by Liu, Fangming, Niu, Yipei

“…Serverless is an emerging computing paradigm that greatly simplifies the development, deployment, and maintenance of cloud applications…”
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Power System Distributed Real-Time Simulations via Serverless Inspired Computing by Barbato, Giovanni S., De Santis, Michele, Langella, Roberto, Picone, Antonio, Rubino, Luigi

“… They are more flexible and scalable than physical laboratory tests are. To make RTSs more scalable, computing power is improved in different locations using shared networks resulting in distributed real-time simulation (DRTS…”
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