Cloud-Native Databases: A Survey

H Dong, C Zhang, G Li, H Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cloud databases have been widely accepted and deployed due to their unique advantages,
such as high elasticity, high availability, and low cost. Many new techniques, such as …

[PDF][PDF] Towards Optimal Resource Allocation for Big Data Analytics.

A Pimpley, S Li, R Sen, S Srinivasan, A Jindal - EDBT, 2022 - openproceedings.org
Optimizing resource allocation for analytical workloads is vital for reducing operational costs
in modern cloud-oriented query processing services. At the same time, it is incredibly hard …

Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics

AM Nestorov, D Marrón, A Gutierrez-Torre… - Proceedings of the 25th …, 2024 - dl.acm.org
Leveraging serverless platforms for the efficient execution of distributed data analytics
frameworks, such as Apache Spark [3], has gained substantial interest since early 2022. The …

Analysis Of Fastlane For Digitalization Through Low-Code ML Platforms

K Raghavendran - 2022 - diva-portal.org
Even a professional photographer sometimes uses automatic default settings that comes up
with the camera to take a photo. One can debate the quality of outcome from manual vs …

Optimizing serverless architectures for data-intensive analytics workloads

AM Nestorov - 2024 - upcommons.upc.edu
(English) Recently, serverless computing has garnered attention from academia and
industry due to its on-demand resource provisioning, allowing users to focus solely on their …

Performance Evaluation of Networked Systems

SA Kassing - 2022 - research-collection.ethz.ch
Networked systems are tasked with processing large amounts of data and timely responding
to requests coming in at high rates. These tasks involve the collaboration and …