Ankur Mallick
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
2024/04/22 by Dujian Ding, Ankur Mallick, Ding, Dujian +13 · 49 citations
Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Computation and Language (cs.CL) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software-Defined Networks and 5G
- Deep Kernels with Probabilistic Embeddings for Small-Data Learning
2019/10/13 by Ankur Mallick, Mallick, Ankur, Chaitanya Dwivedi +7 · 3 citations
Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Load Balancing
2024/08/24 by Kunal Jain, Jain, Kunal, Anjaly Parayil +23 · 5 citations
Computer Science · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Mobile Agent-Based Network Management #Parallel #Software-Defined Networks and 5G #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- EcoAct: Economic Agent Determines When to Register What Action
2024/11/03 by Shaokun Zhang, Jieyu Zhang, Zhang, Shaokun +16 · 5 citations
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #Economic Theory and Institutions #Economic theories and models #FOS: Computer and information sciences
- Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
2021/10/14 by Divyansh Jhunjhunwala, Jhunjhunwala, Divyansh, Ankur Mallick +7 · 1 citation
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques