Challenges and opportunities in edge computing

B Varghese, N Wang, S Barbhuiya… - … conference on smart …, 2016 - ieeexplore.ieee.org
Many cloud-based applications employ a data centers as a central server to process data
that is generated by edge devices, such as smartphones, tablets and wearables. This model …

Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

Heterogeneity and dynamicity of clouds at scale: Google trace analysis

C Reiss, A Tumanov, GR Ganger, RH Katz… - Proceedings of the third …, 2012 - dl.acm.org
To better understand the challenges in developing effective cloud-based resource
schedulers, we analyze the first publicly available trace data from a sizable multi-purpose …

Cloud service reliability enhancement via virtual machine placement optimization

A Zhou, S Wang, B Cheng, Z Zheng… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
With rapid adoption of the cloud computing model, many enterprises have begun deploying
cloud-based services. Failures of virtual machines (VMs) in clouds have caused serious …

Methodological principles for reproducible performance evaluation in cloud computing

AV Papadopoulos, L Versluis, A Bauer… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The rapid adoption and the diversification of cloud computing technology exacerbate the
importance of a sound experimental methodology for this domain. This work investigates …

More for your money: exploiting performance heterogeneity in public clouds

B Farley, A Juels, V Varadarajan, T Ristenpart… - Proceedings of the …, 2012 - dl.acm.org
Infrastructure-as-a-system compute clouds such as Amazon's EC2 allow users to pay a flat
hourly rate to run their virtual machine (VM) on a server providing some combination of CPU …

Using proactive fault-tolerance approach to enhance cloud service reliability

J Liu, S Wang, A Zhou, SAP Kumar… - … on Cloud Computing, 2016 - ieeexplore.ieee.org
The large-scale utilization of cloud computing services for hosting industrial/enterprise
applications has led to the emergence of cloud service reliability as an important issue for …

Resource aware scheduling in a distributed computing environment

X Meng, J Tan, L Zhang - US Patent 9,201,690, 2015 - Google Patents
Systems and methods for resource aware scheduling of pro cesses in a distributed
computing environment are described herein. One aspect provides for accessing at least …

Proactive fault-tolerance technique to enhance reliability of cloud service in cloud federation environment

BK Ray, A Saha, S Khatua, S Roy - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cloud federation is a new computing paradigm that has paved the way for cloud service
providers (CSPs) to offer their unused resources (virtual machine) to other CSPs when their …

Pitfalls in language models for code intelligence: A taxonomy and survey

X She, Y Liu, Y Zhao, Y He, L Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Modern language models (LMs) have been successfully employed in source code
generation and understanding, leading to a significant increase in research focused on …