MIT EECS · CSAIL

Students & Advisees

Theses I have advised at MIT, newest first, with links to the full text in MIT DSpace. 30 theses in total.

Ph.D. theses → S.M. theses → M.Eng. theses →

Ph.D. Theses

Parimarjan NegiMachine Learning for Out of Distribution Database Workloads
Vibhaalakshmi SivaramanTowards Robust And Practical Neural Video-Conferencing
Lei YangEfficient Consensus and Synchronization for Distributed Systems
Mehrdad KhaniContinuous Learning for Lightweight Machine Learning Inference at the Edge
Venkat ArunVerifying the Performance of Network Control Algorithms (with Hari Balakrishnan)
Inho ChoMitigating Compute Congestion for Low Latency Datacenter RPCs (with Adam M Belay)
Vikram NathanBuilding Instance Aware Systems using Explicit Performance Modeling
Prateesh GoyalCongestion Control in Highly Variable Networks (with Hari Balakrishnan)
Hongzi MaoNetwork system optimization with reinforcement learning : methods and applications
Anirudh Sivaraman KaushalramDesigning fast and programmable routers

S.M. Theses

Harsha SharmaOptimizing Video Streaming at Scale Across Devices, Networks, and Temporal Drift
Kimia NoorbakhshScaling Automatic Question Generation to Large Documents: A Concept-Driven Approach (with Hari Balakrishnan)
Sunghyun KimGraphPipe: Improving the Performance and Scalability of DNN Training with Graph Pipeline Parallelism
Pantea KarimiBridging the Gap Between Real-time Video and Backlogged Traffic Congestion Control
Parimarjan NegiSome Cardinality Estimates are More Equal than Others
Arash Nasr-EsfahanyCausalSim: Toward A Causal Data-Driven Simulator For Network Protocols
Pouya HamadanianReinforcement Learning in Time-Varying Systems: an Empirical Study
Lei YangDesign and implementation of a high performance blockchain system
Ravichandra AddankiLearning generalizable device placement algorithms for distributed machine learning
Vibhaalakshmi SivaramanHigh-efficiency cryptocurrency routing in payment channel networks
Mehrdad Khani ShirkoohiAdaptive Neural Signal Detection for Massive MIMO
Prateesh GoyalElasticity detection : a building block for internet congestion control
Hongzi MaoNeural adaptive video streaming with pensieve

M.Eng. Theses

Sun Mee ChoiApplication of Precision Successive-approximation-register Analog-to-digital Converters for Digital Root-mean-square Calculation (with Tyler Schmitt)
Sergio A PerezEvent-Driven Distributed Task Orchestration System with Applications to Automated PCB Design
Varnika SinhaEnforcing Identification and Authentication Policies at Scale in a Cloud Microservices Architecture (with David Belsky)
Caroline JinA Measurement Tool for Videoconferencing User Experience
Ioannis KaklamanisFault Tolerant Broadcast in Bandwidth-Constrained Networks (with Lei Yang)
Sol Estrella Rodríguez GarnicaSparkSim: A Counterfactual Approach for Spark Cluster Scheduling (with Arash Nasr-Esfahany, Samuel Madden)
Edward ParkRefining inferred road maps using GANs