T. A. Parnell

1. Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms
   2018/09/12 by Andreea Anghel, Nikolaos Papandreou, Anghel, Andreea +7 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Anomaly Detection Techniques and Applications
2. LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services
   2024/10/03 by Malgorzata Lazuka, Łazuka, Małgorzata, Andreea Anghel +3 · 6 citations
   Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
3. Accelerating Production LLMs with Combined Token/Embedding Speculators
   2024/04/29 by Davis Wertheimer, Joshua Rosenkranz, Wertheimer, Davis +11 · 3 citations
   Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
4. Search-based Methods for Multi-Cloud Configuration
   2022/04/20 by Malgorzata Lazuka, Łazuka, Małgorzata, T. A. Parnell +5 · 1 citation
   Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing