Publications | Manisha Luthrahttps://manishaluthra.com/publication/PublicationsSource Themes Academic (https://sourcethemes.com/academic/)en-ushttps://manishaluthra.com/images/icon_hua72e320da4aa914fe422b1f184d07ac9_22024_512x512_fill_lanczos_center_2.pngPublicationshttps://manishaluthra.com/publication/Towards a Multimodal Stream Processing Systemhttps://manishaluthra.com/publication/santos-2025-multimodal-stream/Mon, 20 Oct 2025 00:00:00 +0000https://manishaluthra.com/publication/santos-2025-multimodal-stream/Learned Cost Models for Query Optimization: From Batch to Streaming Systemshttps://manishaluthra.com/publication/heinrich-2025-lcm-streaming-vldb/Fri, 01 Aug 2025 00:00:00 +0000https://manishaluthra.com/publication/heinrich-2025-lcm-streaming-vldb/Opening The Black-Box: Explaining Learned Cost Models For Databaseshttps://manishaluthra.com/publication/heinrich-2025-blackbox-vldb/Fri, 01 Aug 2025 00:00:00 +0000https://manishaluthra.com/publication/heinrich-2025-blackbox-vldb/How Good are Learned Cost Models, Really? Insights from Query Optimization Taskshttps://manishaluthra.com/publication/heinrich-2025-lcm-eval-sigmod/Sun, 01 Jun 2025 00:00:00 +0000https://manishaluthra.com/publication/heinrich-2025-lcm-eval-sigmod/Dema: Efficient Decentralized Aggregation for Non-Decomposable Quantile Functionshttps://manishaluthra.com/publication/yue-2025-dema-edbt/Tue, 25 Mar 2025 00:00:00 +0000https://manishaluthra.com/publication/yue-2025-dema-edbt/PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processinghttps://manishaluthra.com/publication/agnihotri-2024-pdspbench-tpctc/Mon, 26 Aug 2024 00:00:00 +0000https://manishaluthra.com/publication/agnihotri-2024-pdspbench-tpctc/COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environmentshttps://manishaluthra.com/publication/heinrich-2024-costream-icde/Mon, 13 May 2024 00:00:00 +0000https://manishaluthra.com/publication/heinrich-2024-costream-icde/ZERoTuNE: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processinghttps://manishaluthra.com/publication/agnihotri-2024-zerotune-icde/Mon, 13 May 2024 00:00:00 +0000https://manishaluthra.com/publication/agnihotri-2024-zerotune-icde/No One Size (PPM) Fits All: Towards Privacy in Stream Processing Systemshttps://manishaluthra.com/publication/fomichev-2023-privacy-debs/Tue, 27 Jun 2023 00:00:00 +0000https://manishaluthra.com/publication/fomichev-2023-privacy-debs/Distributed GPU Joins on Fast RDMA-capable Networkshttps://manishaluthra.com/publication/thostrup-2022/Fri, 23 Jun 2023 00:00:00 +0000https://manishaluthra.com/publication/thostrup-2022/Zero-Shot Cost Models for Parallel Stream Processinghttps://manishaluthra.com/publication/agnihotri-2023-zeroshot-aidm/Sun, 18 Jun 2023 00:00:00 +0000https://manishaluthra.com/publication/agnihotri-2023-zeroshot-aidm/A Tutorial Workshop on ML for Systems and Systems for MLhttps://manishaluthra.com/publication/luthra-2023-ml4sys-btw/Mon, 06 Mar 2023 00:00:00 +0000https://manishaluthra.com/publication/luthra-2023-ml4sys-btw/FA2: Fast, Accurate Autoscaling for Serving Deep Learning Inference with SLA Guaranteeshttps://manishaluthra.com/publication/razavi-2022/Sat, 01 Jan 2022 00:00:00 +0000https://manishaluthra.com/publication/razavi-2022/PANDA: Performance Prediction for Parallel and Dynamic Stream Processinghttps://manishaluthra.com/publication/agnihotri-2022/Sat, 01 Jan 2022 00:00:00 +0000https://manishaluthra.com/publication/agnihotri-2022/The Case for Multi-Task Zero-Shot Learning for Databaseshttps://manishaluthra.com/publication/wehrstein-2022/Sat, 01 Jan 2022 00:00:00 +0000https://manishaluthra.com/publication/wehrstein-2022/Zero-shot cost models for Distributed Stream Processinghttps://manishaluthra.com/publication/heinrich-2022/Sat, 01 Jan 2022 00:00:00 +0000https://manishaluthra.com/publication/heinrich-2022/TCEP: Transitions in operator placement to adapt to dynamic network environmentshttps://manishaluthra.com/publication/luthra-2021-tcepjournal/Wed, 01 Dec 2021 00:00:00 +0000https://manishaluthra.com/publication/luthra-2021-tcepjournal/Operator as a Service: Stateful Serverless Complex Event Processinghttps://manishaluthra.com/publication/luthra-2020-ce-plessworkshop/Wed, 01 Jan 2020 00:00:00 +0000https://manishaluthra.com/publication/luthra-2020-ce-plessworkshop/INetCEP: In-Network Complex Event Processing for Information-Centric Networkinghttps://manishaluthra.com/publication/luthra-2019-inetcepancs/Tue, 01 Jan 2019 00:00:00 +0000https://manishaluthra.com/publication/luthra-2019-inetcepancs/