Giuliano Casale
- TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
2022/01/18 by Shreshth Tuli, Tuli, Shreshth, Giuliano Casale +3 · 41 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 · 4 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)
- START: Straggler Prediction and Mitigation for Cloud Computing\n Environments using Encoder LSTM Networks
2021/11/19 by Shreshth Tuli, Tuli, Shreshth, Sukhpal Singh Gill +9 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Performance (cs.PF) #Software System Performance and Reliability #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 Rajkumar Buyya, Satish Narayana Srirama, Buyya, Rajkumar +47 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Cloud Data Security Solutions #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)