Casale, Giuliano
- TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
2022/01/18 by Shreshth Tuli, Tuli, Shreshth, Giuliano Casale +3 · 32 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
- An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems
2016/06/21 by Pooyan Jamshidi, Jamshidi, Pooyan, Giuliano Casale +1 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Parallel #and Cluster Computing (cs.DC)
- SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments
2022/05/21 by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R. · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- AI Augmented Edge and Fog Computing: Trends and Challenges
2022/08/01 by Shreshth Tuli, Fatemeh Mirhakimi, Tuli, Shreshth +15 · 2 citations
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
- A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
2017/11/24 by Buyya, Rajkumar, Srirama, Satish Narayana, Casale, Giuliano +22 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- SampleHST: Efficient On-the-Fly Selection of Distributed Traces
2022/09/10 by Gias, Alim Ul, Gao, Yicheng, Sheldon, Matthew +3 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering