Kavitha Srinivas, Manisha Luthra, Selim F. Tekin
(2026).
Ninth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM'26).
Companion of the 2026 International Conference on Management of Data (SIGMOD Companion 2026).
Roman Heinrich, Oleksandr Havrylov, Manisha Luthra, Johannes Wehrstein, Carsten Binnig
(2025).
Opening The Black-Box: Explaining Learned Cost Models For Databases.
Proc. VLDB Endow. 18(12), 2025.
Roman Heinrich, Xiao Li, Manisha Luthra, Zoi Kaoudi
(2025).
Learned Cost Models for Query Optimization: From Batch to Streaming Systems.
Proc. VLDB Endow. 18(12), 2025.
Renata Borovica-Gajic, Manisha Luthra, Ryan Marcus, Rajesh Bordawekar, Oded Shmueli
(2025).
Eighth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM).
Companion of the 2025 International Conference on Management of Data (SIGMOD Companion 2025).
Roman Heinrich, Manisha Luthra, Johannes Wehrstein, Harald Kornmayer, Carsten Binnig
(2025).
How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks.
Proc. ACM Manag. Data (SIGMOD 2025).
Manisha Luthra, Andreas Kipf, Matthias Böhm
(2025).
Second Workshop on ML4Sys and Sys4ML.
Datenbanksysteme für Business, Technologie und Web (BTW 2025), Workshopband.
Pratyush Agnihotri, Boris Koldehofe, Roman Heinrich, Carsten Binnig, Manisha Luthra
(2024).
PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing.
TPCTC 2024.
Wang Yue, Rafael Moczalla, Manisha Luthra, Tilmann Rabl
(2024).
Deco: Fast and Accurate Decentralized Aggregation of Count-Based Windows in Large-Scale IoT Applications.
EDBT 2024.
Lasse Thostrup, Gloria Doci, Nils Boeschen, Manisha Luthra, Carsten Binnig
(2023).
Distributed GPU Joins on Fast RDMA-capable Networks.
Proc. ACM Manag. Data 1(1), 2023.
Manisha Luthra, Andreas Kipf, Matthias Böhm
(2023).
A Tutorial Workshop on ML for Systems and Systems for ML.
BTW 2023.
2022
Pratyush Agnihotri, Manisha Luthra, Miguel Rodriguez, Boris Koldehofe
(2022).
IoT-Opt: The Swiss Army Knife to Model and Validate the Performance of IoT Products.
Proceedings of the 23rd International Middleware Conference Demos and Posters.
Johannes Wehrstein, Benjamin Hilprecht, Benjamin Olt, Manisha Luthra, Carsten Binnig
(2022).
The Case for Multi-Task Zero-Shot Learning for Databases.
AIDB workshop in VLDB 2022.
Kamran Razavi, Manisha Luthra, Boris Koldehofe, Max Mühlhäuser, Lin Wang
(2022).
FA2: Fast, Accurate Autoscaling for Serving Deep Learning Inference with SLA Guarantees.
IEEE RTAS 2022.
Manisha Luthra, Boris Koldehofe, Niels Danger, Pascal Weisenberger, Guido Salvaneschi, Ioannis Stavrakakis
(2021).
TCEP: Transitions in operator placement to adapt to dynamic network environments.
Journal of Computer and System Sciences.
Manisha Luthra, Boris Koldehofe, Niels Danger, Pascal Weisenburger, Guido Salvaneschi, Ioannis Stavrakakis
(2021).
TCEP: Transitions in Operator Placement to Adapt to Dynamic Network Environments.
Journal of Computer and Systems Sciences (JCSS), Special Issue on Algorithmic Theory of Dynamic Networks and its Applications (accepted for publication).
Manisha Luthra
(2021).
Network-centric Complex Event Processing: Adaptive, Efficient, and Flexible Placement and Execution of Internet of Things Applications.
Kamran Razavi, Manisha Luthra, Boris Koldehofe, Max Mühlhäuser, Lin Wang
(2021).
Emu: Elastic Multi-stage Deep Learning Inference with SLA Guarantees.
Submitted.
Manisha Luthra, Johannes Pfannmüller, Boris Koldehofe, Jonas Höchst, Artur Sterz, Rhaban Hark, Bernd Freisleben
(2021).
Efficient Complex Event Processing in Information-centric Networking at the Edge (under submission).
Manisha Luthra, Sebastian Hennig, Kamran Razavi, Lin Wang, Boris Koldehofe
(2020).
Operator as a Service: Stateful Serverless Complex Event Processing.
2020 IEEE International Conference on Big Data (IEEE BigData).
Manisha Luthra, Sebastian Hennig, Kamran Razavi, Lin Wang, Boris Koldehofe
(2020).
Operator as a Service: Stateful Serverless Complex Event Processing.
IEEE BigData 2020.
Ralf Kundel, Christoph Gärtner, Manisha Luthra, Sukanya Bhowmik, Boris Koldehofe
(2020).
Flexible Content-based Publish/Subscribe over Programmable Data Planes.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS).
2019
Pratyush Agnihotri, Manisha Luthra, Sascha Peters
(2019).
UrbanPulse: Adaptable Middleware to Offer City and User Centric Smart City Solution.
Proceedings of the 20th International Middleware Conference Demos and Posters (Middleware).
Bastian Alt, Markus Weckesser, Christian Becker, Matthias Hollick, Sounak Kar, Anja Klein, Robin Klose, Roland Kluge, Heinz Koeppl, Boris Koldehofe, Wasiur R. Khudabukhsh, Manisha Luthra, Mahdi Mousavi, Max Mühlhäuser, Martin Pfannemüller, Amr Rizk, Andy Schürr, Ralf Steinmetz
(2019).
Transitions: A Protocol-Independent View of the Future Internet.
Proceedings of the IEEE.
Manisha Luthra, Boris Koldehofe, Ralf Steinmetz
(2019).
Transitions for Increased Flexibility in Fog Computing: A Case Study on Complex Event Processing.
Informatik Spektrum.
Manisha Luthra, Boris Koldehofe
(2019).
ProgCEP: A Programming Model for Complex Event Processing over Fog Infrastructure.
Proceedings of the 2nd International Workshop on Distributed Fog Services Design (DFSD@Middleware).
Manisha Luthra, Boris Koldehofe, Jonas Höchst, Patrick Lampe, Ali Haider Rizvi, Ralf Kundel, Bernd Freisleben
(2019).
INetCEP: In-Network Complex Event Processing for Information-Centric Networking.
IEEE ANCS.
Manisha Luthra, Boris Koldehofe
(2019).
Highly Flexible Server Agnostic Complex Event Processing Operators.
Proceedings of the 20th ACM/IFIP International Middleware Conference: Posters and Demos (Middleware).
Martin Pfannemüller, Janick Edinger, Markus Weckesser, Roland Kluge, Manisha Luthra, Robin Klose, Christian Becker, Andy Schürr
(2019).
Demo: Visualizing Adaptation Decisions in Pervasive Communication Systems.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).
Martin Pfannemüller, Markus Weckesser, Roland Kluge, Janick Edinger, Manisha Luthra, Robin Klose, Christian Becker, Andy Schürr
(2019).
CoalaViz: Supporting Traceability of Adaptation Decisions in Pervasive Communication Systems.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).
Yassin Alkhalili, Manisha Luthra, Amr Rizk, Boris Koldehofe
(2019).
3-D Urban Objects Detection and Classification From Point Clouds.
Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems (DEBS).
2018
Manisha Luthra, Sebastian Hennig, Boris Koldehofe
(2018).
Understanding the Behavior of Operator Placement Mechanisms on Large-Scale Networks.
Proceedings of the 19th ACM/IFIP Middleware Conference: Posters and Demos (Middleware).
Manisha Luthra, Boris Koldehofe, Pascal Weisenburger, Guido Salvaneschi, Raheel Arif
(2018).
TCEP: Adapting to Dynamic User Environments by Enabling Transitions between Operator Placement Mechanisms.
Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems (DEBS).
Manisha Luthra, Boris Koldehofe, Ralf Steinmetz
(2018).
Adaptive Complex Event Processing over Fog-Cloud Infrastructure Supporting Transitions.
Proceedings of the GI/ITG KuVS-Fachgespräch (Fog-Computing).
Manisha Luthra
(2018).
Adapting to Dynamic User Environments in Complex Event Processing System Using Transitions.
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems (DEBS), Doctorial Symposium.
2017
The An Binh Nguyen, Pratyush Agnihotri, Christian Meurisch, Manisha Luthra, Rahul Dwarakanath, Jeremias Blendin, Doreen Böhnstedt, Michael Zink, Ralf Steinmetz
(2017).
Efficient Crowd Sensing Task Distribution Through Context-Aware NDN-Based Geocast.
Proceedings of the 42nd IEEE Conference on Local Computer Networks (LCN).
Pascal Weisenburger, Manisha Luthra, Boris Koldehofe, Guido Salvaneschi
(2017).
Quality-aware Runtime Adaptation in Complex Event Processing.
Proceedings of the 12th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS).
2016
Stefan Wilk, Manisha Luthra, Wolfgang Effelsberg
(2016).
One Sensor is Not Enough: Adapting and Fusing Sensors for the Quality Assessment of User Generated Video.
Proceedings of the 24th ACM International Conference on Multimedia (ACM MM).
2015
Emmanouil Vasilomanolakis, Jörg Daubert, Manisha Luthra, Vangelis Gazis, Alex Wiesmaier, Panayotis Kikiras
(2015).
On the Security and Privacy of Internet of Things Architectures and Systems.
Proceedings of the International Workshop on Secure Internet of Things (SIoT).