Controlling data gravity and data friction: from metrics to multidimensional elasticity strategies

B Sedlak, VC Pujol, PK Donta… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The growing amount of data generated at the edge of the network, eg, by Internet of Things
(IoT) devices, made it indispensable to relocate computational power close to the data …

Elton: a cloud resource scaling-out manager for nosql databases

A Naskos, A Gounaris… - 2018 IEEE 34th …, 2018 - ieeexplore.ieee.org
We present the Elton tool, a publicly available cloud resource elasticity management system
tailored to NoSQL databases. Elton is integrated in the Ganetimgr web platform, and offers …

Towards tracking data flows in cloud architectures

I Kunz, V Casola, A Schneider… - 2020 IEEE 13th …, 2020 - ieeexplore.ieee.org
As cloud services become central in an increasing number of applications, they process and
store more personal and business-critical data. At the same time, privacy and compliance …

Towards seamless configuration tuning of big data analytics

A Fekry, L Carata, T Pasquier, A Rice… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
The execution of distributed data processing workloads (such as those running on top of
Hadoop or Spark) in cloud environments presents a unique opportunity to explore multiple …

Incremental elasticity for NoSQL data stores

A Papaioannou, K Magoutis - 2017 IEEE 36th Symposium on …, 2017 - ieeexplore.ieee.org
Service elasticity, the ability to rapidly expand or shrink service processing capacity on
demand, has become a first-class property in the domain of infrastructure services. Scalable …

Leveraging large sensor streams for robust cloud control

A Singh, E Stephan, T Elsethagen… - … conference on big …, 2016 - ieeexplore.ieee.org
Today's dynamic computing deployment for commercial and scientific applications is
propelling us to an era where minor inefficiencies can snowball into significant performance …

[PDF][PDF] The {SCADS} Director: Scaling a Distributed Storage System Under Stringent Performance Requirements

B Trushkowsky, P Bodík, A Fox, MJ Franklin… - … USENIX Conference on …, 2011 - usenix.org
Elasticity of cloud computing environments provides an economic incentive for automatic
resource allocation of stateful systems running in the cloud. However, these systems have to …

Skynet: Performance-driven resource management for dynamic workloads

Y Sfakianakis, M Marazakis… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
A primary concern for cloud operators is to increase resource utilization while maintaining
good performance for applications. This is particularly difficult to achieve for three reasons …

Towards quality-assured data delivery in cloud-based iot platforms for smart cities

SS Samant, MB Chhetri, QB Vo… - 2017 IEEE 3rd …, 2017 - ieeexplore.ieee.org
Adaptive cloud elasticity is a key requirement and an open challenge for the cost-effective
and performance-efficient allocation of resources for cloud-based applications. It becomes …

Giving customers control over their data: Integrating a policy language into the cloud

J Hiller, M Kimmerlin, M Plauth… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Cloud computing offers the potential to store, manage, and process data in highly available,
scalable, and elastic environments. Yet, these environments still provide very limited and …