Anjaly Parayil

36 papers A* 2A 2B 1C 2Misc 2Journal 22Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Holistic Framework for Automated Configuration Recommendation for Cloud Service Monitoring. CoRR Anson Bastos, Shreeya Venneti, Anjaly Parayil, Ayush Choure, Chetan Bansal, Rujia Wang
2026	J	`jnl`	Sutradhara: An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference. CoRR Anish Biswas, Kanishk Goel, Jayashree Mohan, Alind Khare, Anjaly Parayil, Ramachandran Ramjee, Chetan Bansal
2025	J	`jnl`	AI Greenferencing: Routing AI Inferencing to Green Modular Data Centers with Heron. CoRR Tella Rajashekhar Reddy, Palak, Rohan Gandhi, Anjaly Parayil, Chaojie Zhang, Mike Shepperd, Liangcheng Yu, Jayashree Mohan, Srinivasan Iyengar, Shivkumar Kalyanaraman, Debopam Bhattacherjee
2025	J	`jnl`	Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems. CoRR Fiza Hussain, Anson Bastos, Anjaly Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan
2025	J	`jnl`	BeLLMan: Controlling LLM Congestion. CoRR Tella Rajashekhar Reddy, Atharva Deshmukh, Karan Tandon, Rohan Gandhi, Anjaly Parayil, Debopam Bhattacherjee
2025	—	`conf`	Performance Aware LLM Load Balancer for Mixed Workloads. EuroMLSys Kunal Jain, Anjaly Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Rühle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
2025	J	`jnl`	SAGESERVE: Optimizing LLM Serving on Cloud Data Centers with Forecast Aware Auto-Scaling. Proc. ACM Meas. Anal. Comput. Syst. Shashwat Jaiswal, Kunal Jain, Yogesh Simmhan, Anjaly Parayil, Ankur Mallick, Rujia Wang, Renée St. Amant, Chetan Bansal, Victor Rühle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
2025	J	`jnl`	Serving Heterogeneous LoRA Adapters in Distributed LLM Inference Systems. CoRR Shashwat Jaiswal, Shrikara Arun, Anjaly Parayil, Ankur Mallick, Spyros Mastorakis, Alind Khare, Chloe Alverti, Renée St. Amant, Chetan Bansal, Victor Rühle, Josep Torrellas
2025	J	`jnl`	Serving Models, Fast and Slow:Optimizing Heterogeneous LLM Inferencing Workloads at Scale. CoRR Shashwat Jaiswal, Kunal Jain, Yogesh Simmhan, Anjaly Parayil, Ankur Mallick, Rujia Wang, Renée St. Amant, Chetan Bansal, Victor Rühle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
2025	B	`conf`	Towards Workload-aware Cloud Efficiency: A Large-scale Empirical Study of Cloud Workload Characteristics. ICPE Anjaly Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Lexiang Huang, Timothy Zhu, Chetan Bansal
2025	A	`conf`	Workload Intelligence: Workload-Aware IaaS abstraction for Cloud Efficiency. SC Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit A. Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
2024	J	`jnl`	Ensuring Fair LLM Serving Amid Diverse Applications. CoRR Redwan Ibne Seraj Khan, Kunal Jain, Haiying Shen, Ankur Mallick, Anjaly Parayil, Anoop Kulkarni, Steve Kofsky, Pankhuri Choudhary, Renée St. Amant, Rujia Wang, Yue Cheng, Ali Raza Butt, Victor Rühle, Chetan Bansal, Saravan Rajmohan
2024	—	`conf`	Intelligent Monitoring Framework for Cloud Services: A Data-Driven Approach. ICSE-SEIP Pooja Srinivas, Fiza Husain, Anjaly Parayil, Ayush Choure, Chetan Bansal, Saravan Rajmohan
2024	J	`jnl`	Intelligent Monitoring Framework for Cloud Services: A Data-Driven Approach. CoRR Pooja Srinivas, Fiza Husain, Anjaly Parayil, Ayush Choure, Chetan Bansal, Saravan Rajmohan
2024	J	`jnl`	Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling. CoRR Kunal Jain, Anjaly Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Rühle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
2024	J	`jnl`	On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control. J. Mach. Learn. Res. Amrit Singh Bedi, Anjaly Parayil, Junyu Zhang, Mengdi Wang, Alec Koppel
2024	J	`jnl`	Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC. CoRR Aditya Soni, Mayukh Das, Anjaly Parayil, Supriyo Ghosh, Shivam Shandilya, Ching-An Cheng, Vishak Gopal, Sami Khairy, Gabriel Mittag, Yasaman Hosseinkashi, Chetan Bansal
2024	J	`jnl`	Towards Cloud Efficiency with Large-scale Workload Characterization. CoRR Anjaly Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Lexiang Huang, Timothy Zhu, Chetan Bansal
2024	J	`jnl`	Workload Intelligence: Punching Holes Through the Cloud Abstraction. CoRR Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit A. Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
2024	—	`conf`	X-Lifecycle Learning for Cloud Incident Management using LLMs. SIGSOFT FSE Companion Drishti Goel, Fiza Husain, Aditya Singh, Supriyo Ghosh, Anjaly Parayil, Chetan Bansal, Xuchao Zhang, Saravan Rajmohan
2024	J	`jnl`	X-lifecycle Learning for Cloud Incident Management using LLMs. CoRR Drishti Goel, Fiza Husain, Aditya Singh, Supriyo Ghosh, Anjaly Parayil, Chetan Bansal, Xuchao Zhang, Saravan Rajmohan
2023	—	`conf`	Detection Is Better Than Cure: A Cloud Incidents Perspective. ESEC/SIGSOFT FSE Vaibhav Ganatra, Anjaly Parayil, Supriyo Ghosh, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace
2023	A	`conf`	How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads. DSN Xiaoting Qin, Minghua Ma, Yuheng Zhao, Jue Zhang, Chao Du, Yudong Liu, Anjaly Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin, Dongmei Zhang
2022	A*	`conf`	On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces. ICML Amrit Singh Bedi, Souradip Chakraborty, Anjaly Parayil, Brian M. Sadler, Pratap Tokekar, Alec Koppel
2022	J	`jnl`	On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces. CoRR Amrit Singh Bedi, Souradip Chakraborty, Anjaly Parayil, Brian M. Sadler, Pratap Tokekar, Alec Koppel
2021	C	`conf`	Joint Position and Beamforming Control via Alternating Nonlinear Least-Squares with a Hierarchical Gamma Prior. ACC Anjaly Parayil, Amrit Singh Bedi, Alec Koppel
2021	J	`jnl`	On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control. CoRR Amrit Singh Bedi, Anjaly Parayil, Junyu Zhang, Mengdi Wang, Alec Koppel
2020	J	`jnl`	A Decentralized Approach to Bayesian Learning. CoRR Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram
2020	Misc	`conf`	A Model-Free Approach to Distributed Transmit Beamforming. ICASSP Jemin George, Cemal Tugrul Yilmaz, Anjaly Parayil, Aranya Chakrabortty
2020	A*	`conf`	Decentralized Langevin Dynamics for Bayesian Learning. NeurIPS Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram
2020	Misc	`conf`	Distributed Tracking and Circumnavigation Using Bearing Measurements. ICASSP Anjaly Parayil, Jemin George
2020	C	`conf`	Multi-Agent Coordination for Distributed Transmit Beamforming. ACC Jemin George, Anjaly Parayil, Cemal Tugrul Yilmaz, Bethany L. Allik, He Bai, Aranya Chakrabortty
2020	—	`conf`	To beam or not to beam? Beamforming with submodularity-inspired group sparsity. CDC Tzanis Anevlavis, Jonathan Bunton, Anjaly Parayil, Jemin George, Paulo Tabuada
2019	J	`jnl`	Bifurcation-Based Control Law for Pattern Generation. IEEE Control. Syst. Lett. Anjaly Parayil, Ashwini Ratnoo
2019	J	`jnl`	Cooperative Beam-Rider Guidance for Unmanned Aerial Vehicle Rendezvous. J. Intell. Robotic Syst. Anjaly Parayil, Ashwini Ratnoo
2019	J	`jnl`	Multi-Agent Coordination for Distributed Transmit Beamforming. CoRR Jemin George, Anjaly Parayil, He Bai