Ramesh Govindan

13 papers · 2013–2025 · 2 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15)

🧬 Topic Evolution 💎 Century Club · Bronze 🌈 Renaissance Researcher (5) 🗃️ Keyword Collector (52)

Venues

NSDI (12) ICLR (1)

Top co-authors

Pooria Namyar (3) Behnaz Arzani (3) Srikanth Kandula (3) Luis Pedrosa (2) Ratul Mahajan (2) Minlan Yu (2) Daniel Crankshaw (2) Weiwu Pang (2) Himanshu Raj (2) Umesh Krishnaswamy (2)

Research topics

Machine Learning (4) Computer Science (3) Optimization & Theory (3) Systems (3) Mathematics & Optimization (2) Application Areas (2) Learning Types (2) Optimization (2) Computer Vision (1) Data Science & Analytics (1) Analysis (1) Applications (1) Core Methods (1) Domain-Specific (1) Methods (1)

Keywords

traffic engineering (3) datacenter networking (2) datacenter network (2) performance optimization (1) resource allocation (1) ranking algorithm (1) hierarchical clustering (1) label efficiency (1) annotation cost (1) cost minimization (1) throughput optimization (1) graph algorithm (1) adversarial input (1) task scheduling (1) feature scaling (1) feature matching (1) dimensionality reduction (1) bandwidth optimization (1) flow completion time (1) active learning (1)

Papers

Enhancing Network Failure Mitigation with Performance-Aware Ranking NSDI 2025 Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025 Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI 2024 Solving Max-Min Fair Resource Allocations Quickly on Large Graphs NSDI 2024 MCAL: Minimum Cost Human-Machine Active Labeling ICLR 2023 CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022 CarMap: Fast 3D Feature Map Updates for Automobiles NSDI 2020 Understanding Lifecycle Management Complexity of Datacenter Topologies NSDI 2019 A General Approach to Network Configuration Analysis NSDI 2015 Analyzing Protocol Implementations for Interoperability NSDI 2015 DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps NSDI 2014 P3: Toward Privacy-Preserving Photo Sharing NSDI 2013 Scalable Rule Management for Data Centers NSDI 2013