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pro vyhledávání: '"Buyya Rajkumar"'
Quantum computing offers unparalleled computational capabilities but faces significant challenges, including limited qubit counts, diverse hardware topologies, and dynamic noise/error rates, which hinder scalability and reliability. Distributed quant
Externí odkaz:
http://arxiv.org/abs/2412.18458
Autor:
Mukherjee, Anwesha, Buyya, Rajkumar
This paper proposes an energy-efficient federated learning method and its application in human activity monitoring and recognition. In the proposed approach, the device that needs a model for an application requests its nearby devices for collaborati
Externí odkaz:
http://arxiv.org/abs/2412.00768
Fog Computing provides computational resources close to the end user, supporting low-latency and high-bandwidth communications. It supports IoT applications, enabling real-time data processing, analytics, and decision-making at the edge of the networ
Externí odkaz:
http://arxiv.org/abs/2411.17753
The growing IoT landscape requires effective server deployment strategies to meet demands including real-time processing and energy efficiency. This is complicated by heterogeneous, dynamic applications and servers. To address these challenges, we pr
Externí odkaz:
http://arxiv.org/abs/2411.13121
Autor:
Rangwala, Murtaza, Buyya, Rajkumar
The rapid evolution of Internet of Things (IoT) environments has created an urgent need for secure and trustworthy distributed computing systems, particularly when dealing with heterogeneous devices and applications where centralized trust cannot be
Externí odkaz:
http://arxiv.org/abs/2411.13039
Cloud platforms commonly exploit workload temporal flexibility to reduce their carbon emissions. They suspend/resume workload execution for when and where the energy is greenest. However, increasingly prevalent delay-intolerant real-time workloads ch
Externí odkaz:
http://arxiv.org/abs/2411.07628
Publikováno v:
17th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2024)
In today's Function-as-a-Service offerings, a programmer is usually responsible for configuring function memory for its successful execution, which allocates proportional function resources such as CPU and network. However, right-sizing the function
Externí odkaz:
http://arxiv.org/abs/2411.07444
The transition from monolithic architecture to microservices has enhanced flexibility in application design and its scalable execution. This approach often involves using a computing cluster managed by a container orchestration platform, which suppor
Externí odkaz:
http://arxiv.org/abs/2411.05323
Microservice architectures are increasingly used to modularize IoT applications and deploy them in distributed and heterogeneous edge computing environments. Over time, these microservice-based IoT applications are susceptible to performance anomalie
Externí odkaz:
http://arxiv.org/abs/2411.02868
With the continuous increase of IoT applications, their effective scheduling in edge and cloud computing has become a critical challenge. The inherent dynamism and stochastic characteristics of edge and cloud computing, along with IoT applications, n
Externí odkaz:
http://arxiv.org/abs/2410.14348