A resilient and distributed near real-time traffic forecasting application for Fog computing environments

ALOJA-ML ⬇️

ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis

ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments ⬇️

Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning

scholarly article published September 2011

Adaptive distributed mechanism against flooding network attacks based on machine learning

scholarly article published 2008

Adaptive on-line software aging prediction based on machine learning

scholarly article published June 2010

Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines

Building Green Cloud Services at Low Cost

Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions

scholarly article by Alvaro Villalba et al published 1 March 2019 in IEEE Transactions on Parallel and Distributed Systems

Cross-stratum orchestration and flexgrid optical networks for data center federations

Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R

Empowering automatic data-center management with machine learning

scholarly article published 2013

Energy-efficient and multifaceted resource management for profit-driven virtualized data centers

From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA

J2EE instrumentation for software aging root cause application component determination with AspectJ

Multifaceted resource management for dealing with heterogeneous workloads in virtualized data centers

Power-Aware Multi-data Center Management Using Machine Learning

scholarly article published October 2013

Self-adaptive utility-based web session management

Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization

The state of SQL-on-Hadoop in the cloud

Toward Energy-Aware Scheduling Using Machine Learning

scholarly article published 30 July 2012

Towards Pareto Optimal Throughput in Small Language Model Serving

scientific article published on 19 April 2024

Towards energy-aware scheduling in data centers using machine learning

scholarly article published 2010