Publications |https://naram-m.github.io/publications/PublicationsHugoBlox Kit (https://hugoblox.com)en-usThu, 01 Oct 2026 00:00:00 +0000https://naram-m.github.io/media/icon.svgPublicationshttps://naram-m.github.io/publications/Dynamic Regret in Online Convex Optimization with Indicator Switching Costshttps://naram-m.github.io/publications/dynamic-regret-indicator-switching-neurips/Thu, 01 Oct 2026 00:00:00 +0000https://naram-m.github.io/publications/dynamic-regret-indicator-switching-neurips/Partially Lazy Gradient Descent for Smoothed Online Learninghttps://naram-m.github.io/publications/partially-lazy-gradient-descent-smoothed/Fri, 01 May 2026 00:00:00 +0000https://naram-m.github.io/publications/partially-lazy-gradient-descent-smoothed/DRONE-RL: Dynamic Reinforcement Learning for Online Navigation of UAVs in Evolving Environmentshttps://naram-m.github.io/publications/drone-rl-uav-navigation/Sun, 01 Feb 2026 00:00:00 +0000https://naram-m.github.io/publications/drone-rl-uav-navigation/Optimistic Learning with Applications to Caching Networkshttps://naram-m.github.io/publications/phd-thesis-optimistic-learning-caching/Mon, 24 Nov 2025 00:00:00 +0000https://naram-m.github.io/publications/phd-thesis-optimistic-learning-caching/On the Dynamic Regret of Following the Regularized Leader: Optimism with History Pruninghttps://naram-m.github.io/publications/dynamic-regret-ftrl-history-pruning/Sun, 13 Jul 2025 00:00:00 +0000https://naram-m.github.io/publications/dynamic-regret-ftrl-history-pruning/Multi-Target Path Planning with Probabilistic Detection in Cluttered Environmentshttps://naram-m.github.io/publications/multi-target-path-planning-icc/Mon, 09 Jun 2025 00:00:00 +0000https://naram-m.github.io/publications/multi-target-path-planning-icc/Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Serviceshttps://naram-m.github.io/publications/slicing-for-ai-network-slicing/Sun, 01 Jun 2025 00:00:00 +0000https://naram-m.github.io/publications/slicing-for-ai-network-slicing/An Online Learning Framework for UAV Search Mission in Adversarial Environmentshttps://naram-m.github.io/publications/uav-search-adversarial-eswa/Tue, 01 Apr 2025 00:00:00 +0000https://naram-m.github.io/publications/uav-search-adversarial-eswa/Optimistic Learning for Communication Networkshttps://naram-m.github.io/publications/optimistic-learning-communication-networks/Tue, 01 Apr 2025 00:00:00 +0000https://naram-m.github.io/publications/optimistic-learning-communication-networks/An Online Learning Framework for UAV Target Search Missions in Non-stationary Environmentshttps://naram-m.github.io/publications/uav-target-search-non-stationary/Thu, 01 Aug 2024 00:00:00 +0000https://naram-m.github.io/publications/uav-target-search-non-stationary/Adaptive Online Non-stochastic Controlhttps://naram-m.github.io/publications/adaptive-online-non-stochastic-control/Mon, 15 Jul 2024 00:00:00 +0000https://naram-m.github.io/publications/adaptive-online-non-stochastic-control/Online Caching with no Regret: Optimistic Learning via Recommendationshttps://naram-m.github.io/publications/online-caching-no-regret/Wed, 01 May 2024 00:00:00 +0000https://naram-m.github.io/publications/online-caching-no-regret/Optimistic Online Non-stochastic Control via FTRLhttps://naram-m.github.io/publications/optimistic-online-non-stochastic-control-ftrl/Thu, 04 Apr 2024 00:00:00 +0000https://naram-m.github.io/publications/optimistic-online-non-stochastic-control-ftrl/Reinforcement Learning for Intelligent Healthcare Systems: A Reviewhttps://naram-m.github.io/publications/rl-intelligent-healthcare-review/Fri, 15 Dec 2023 00:00:00 +0000https://naram-m.github.io/publications/rl-intelligent-healthcare-review/Data Storage Methods and Systemshttps://naram-m.github.io/publications/patent-data-storage-2023/Tue, 05 Sep 2023 00:00:00 +0000https://naram-m.github.io/publications/patent-data-storage-2023/Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approachhttps://naram-m.github.io/publications/federated-learning-mec-wcnc/Sun, 26 Mar 2023 00:00:00 +0000https://naram-m.github.io/publications/federated-learning-mec-wcnc/Data Storage Methods and Systemshttps://naram-m.github.io/publications/patent-data-storage-2022/Tue, 20 Dec 2022 00:00:00 +0000https://naram-m.github.io/publications/patent-data-storage-2022/Optimistic No-regret Algorithms for Discrete Cachinghttps://naram-m.github.io/publications/optimistic-no-regret-discrete-caching/Thu, 01 Dec 2022 00:00:00 +0000https://naram-m.github.io/publications/optimistic-no-regret-discrete-caching/Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoThttps://naram-m.github.io/publications/exploring-drl-federated-edgeiot/Tue, 01 Nov 2022 00:00:00 +0000https://naram-m.github.io/publications/exploring-drl-federated-edgeiot/Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligencehttps://naram-m.github.io/publications/pervasive-ai-iot-survey/Sat, 01 Oct 2022 00:00:00 +0000https://naram-m.github.io/publications/pervasive-ai-iot-survey/Online Caching with Optimistic Learninghttps://naram-m.github.io/publications/online-caching-optimistic-learning-ifip/Mon, 13 Jun 2022 00:00:00 +0000https://naram-m.github.io/publications/online-caching-optimistic-learning-ifip/Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networkshttps://naram-m.github.io/publications/multi-agent-rl-multi-rat/Wed, 01 Jun 2022 00:00:00 +0000https://naram-m.github.io/publications/multi-agent-rl-multi-rat/Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systemshttps://naram-m.github.io/publications/communication-efficient-hierarchical-fl/Tue, 01 Mar 2022 00:00:00 +0000https://naram-m.github.io/publications/communication-efficient-hierarchical-fl/On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systemshttps://naram-m.github.io/publications/designing-smart-agents-blockchain/Sun, 01 Aug 2021 00:00:00 +0000https://naram-m.github.io/publications/designing-smart-agents-blockchain/Rational Contracts: Data-Driven Service Provisioning in Blockchain-Powered Systemshttps://naram-m.github.io/publications/rational-contracts-blockchain/Mon, 14 Jun 2021 00:00:00 +0000https://naram-m.github.io/publications/rational-contracts-blockchain/Optimal User-Edge Assignment in Hierarchical Federated Learninghttps://naram-m.github.io/publications/optimal-user-edge-assignment-hfl/Fri, 01 Jan 2021 00:00:00 +0000https://naram-m.github.io/publications/optimal-user-edge-assignment-hfl/To Chain or Not to Chain: A Reinforcement Learning Approach for Blockchain-Enabled IoT Monitoringhttps://naram-m.github.io/publications/to-chain-or-not-blockchain-iot/Thu, 01 Oct 2020 00:00:00 +0000https://naram-m.github.io/publications/to-chain-or-not-blockchain-iot/Data Consistency in Multi-Cloud Storage Systems with Passive Servers and Non-Communicating Clientshttps://naram-m.github.io/publications/data-consistency-multi-cloud/Tue, 01 Sep 2020 00:00:00 +0000https://naram-m.github.io/publications/data-consistency-multi-cloud/Novel Techniques for Blockchain-Enabled IoT Systems Leveraging Reinforcement Learninghttps://naram-m.github.io/publications/msc-thesis-blockchain-iot-rl/Mon, 01 Jun 2020 00:00:00 +0000https://naram-m.github.io/publications/msc-thesis-blockchain-iot-rl/Real-Time Scheduling for Electric Vehicles Charging/Discharging Using Reinforcement Learninghttps://naram-m.github.io/publications/ev-charging-rl-iciot/Sun, 02 Feb 2020 00:00:00 +0000https://naram-m.github.io/publications/ev-charging-rl-iciot/Secure Smart Contract-Enabled Control of Battery Energy Storage Systems against Cyber-Attackshttps://naram-m.github.io/publications/secure-smart-contract-bess/Sun, 01 Dec 2019 00:00:00 +0000https://naram-m.github.io/publications/secure-smart-contract-bess/A Reconfigurable Multipurpose System on Chip Platform for Metal Detectionhttps://naram-m.github.io/publications/reconfigurable-soc-metal-detection-gcc/Fri, 19 Apr 2019 00:00:00 +0000https://naram-m.github.io/publications/reconfigurable-soc-metal-detection-gcc/Self-Powered IoT-Enabled Water Monitoring Systemhttps://naram-m.github.io/publications/water-monitoring-iot-icca/Sat, 25 Aug 2018 00:00:00 +0000https://naram-m.github.io/publications/water-monitoring-iot-icca/A Reconfigurable Multipurpose SoC Mobile Platform for Metal Detectionhttps://naram-m.github.io/publications/reconfigurable-soc-metal-detection-qfarc/Thu, 01 Mar 2018 00:00:00 +0000https://naram-m.github.io/publications/reconfigurable-soc-metal-detection-qfarc/Almost BPXOR Coding Technique for Tolerating Three Disk Failures in RAID7 Architectureshttps://naram-m.github.io/publications/almost-bpxor-raid7/Thu, 01 Mar 2018 00:00:00 +0000https://naram-m.github.io/publications/almost-bpxor-raid7/