Publications

Publications & public writing

A selected list of public research outputs, with each entry tagged by the broader research directions it contributes to.

01

Clock synchronization

Uncertainty analysis, timestamping behavior, and distributed timing quality.

02

Deterministic networking & latency modeling

Predictable communication, bounded latency, and timing-aware system design.

03

Digital twins

System representations for analysis, validation, and experimentation.

04

Tree splitting algorithms

Algorithmic approaches to contention resolution and scalable coordination.

Direction
Year
2026

Joint resource allocation to transparently integrate 5g tdd uplink with time-aware tsn

Laura Becker, Yash Deshpande, Wolfgang Kellerer

NOMS 2026-2026 IEEE Network Operations and Management Symposium, 1–9

Research related to deterministic networking and latency-aware network behavior.

2026

QUEST: User-Based Quality of Service Aware Uplink Resource Scheduling

Alba Jano, Serkut Ayvaşik, Yash Deshpande, Wolfgang Kellerer

IEEE Transactions on Network and Service Management

Research related to deterministic networking and latency-aware network behavior.

2025

Entwurf eines Informationsmodells und einer Kommunikationsschnittstelle für Agentensysteme als Grundlage zukünftiger KI-gestützter Softwarearchitekturen in Produktionstechnologien

Jingyun Zhao, Birgit Vogel-Heuser, Josua Höfgen, Dominik Hujo, Yash Deshpande, Marko Pavlic, Wolfgang Kellerer, Darius Burschka

26. Leitkongress der Mess-und Automatisierungstechnik AUTOMATION 2025

Research related to digital-twin-driven system modeling and evaluation.

2025

KI. Fabrik Software Architecture: A Semantically Enriched Message Model for Multi-Agent Systems in Hybrid Manufacturing

Jingyun Zhao, Birgit Vogel-Heuser, Josua Höfgen, Dominik Hujo-Lauer, Yash Deshpande, Vineet Nagrath, Marko Pavlic, Wolfgang Kellerer, Darius Burschka

1st German Robotics Conference

Research related to digital-twin-driven system modeling and evaluation.

2025

LCDN: Providing network determinism with low-cost switches

Philip Diederich, Yash Deshpande, Laura Becker, David Raunecker, Alexej Grigorjew, Tobias Hoßfeld, Wolfgang Kellerer

2025 21st International Conference on Network and Service Management (CNSM), 1–9

Research related to deterministic networking and latency-aware network behavior.

2025

Learning Semantic Congestion Control for Cyber Physical Systems

Polina Kutsevol, Yash Deshpande, Wolfgang Kellerer

2025 21st International Conference on Network and Service Management (CNSM), 1–9

Research related to deterministic networking and latency-aware network behavior.

2025

Performance Evaluation of L4S in XR Scenarios.

Philipp Steininger, Rastin Pries, Yash Deshpande, Kaan Aykurt, Chia-Yu Chang, Koen De Schepper, Wolfgang Kellerer

Networking

Research related to deterministic networking and latency-aware network behavior.

2024

Integrating Deterministic Networking with 5G

Yash Deshpande, Philip Diederich, Muhamad Luthfi, Laura Becker, José Fontalvo-Hernández, Wolfgang Kellerer

2024 20th International Conference on Network and Service Management (CNSM), 1–3

Research related to deterministic networking and latency-aware network behavior.

2024

Analysis of-ary tree algorithms with successive interference cancellation

Quirin Vogel, Yash Deshpande, Cedomir Stefanović, Wolfgang Kellerer

Journal of Applied Probability, 61(3), 1075–1105

Research related to tree-splitting algorithms and scalable contention resolution.

2024

Evaluation of nr-sidelink for cooperative industrial agvs

Shubhangi Bhadauria, Klea Plaku, Yash Deshpande, Wolfgang Kellerer

2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 777–783

Research related to deterministic networking and latency-aware network behavior.

2024

Modeling and validation of latency in industrial agent systems with digital twins in KI. Fabrik

Birgit Vogel-Heuser, Yash Deshpande, Fandi Hartl, Jingyun Zhao, Xuezhou Hou, Dominik Hujo, Theresa Prinz, Marko Pavlic, Darius Burschka, Klaus Bengler, others

AT-AUTOMATISIERUNGSTECHNIK, 72(10), 958–979

Research related to digital-twin-driven system modeling and evaluation.

2024

Modellierung und Validierung von Latenzzeiten in industriellen Agentensystemen mit Digitalen Zwillingen der KI. Fabrik

Birgit Vogel-Heuser, Yash Deshpande, Fandi Hartl, Jingyun Zhao, Xuezhou Hou, Dominik Hujo, Theresa Prinz, Marko Pavlic, Darius Burschka, Klaus Bengler, others

at-Automatisierungstechnik, 72(10), 958–979

Research related to digital-twin-driven system modeling and evaluation.

2023

Towards a network aware model of the time uncertainty bound in precision time protocol

Yash Deshpande, Philip Diederich, Wolfgang Kellerer

IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 1–2

Research related to clock synchronization and network timing uncertainty.

2023

An Advanced Tree Algorithm with Interference Cancellation in Uplink and Downlink

Quirin Vogel, Yash Deshpande, Cedomir Stefanovicl, Wolfgang Kellerer

2023 57th Asilomar Conference on Signals, Systems, and Computers, 72–79

Research related to tree-splitting algorithms and scalable contention resolution.

2023

Delay modelling and measurement of multi-agent systems with digital twins in a gear assembly use case

Birgit Vogel-Heuser, Yash Deshpande, Fandi Bi, Jingyun Zhao, Dominik Hujo, Wolfgang Kellerer, André Kraft, Bernd Vojanec, Timo Markert

2023 IEEE 19th International Conference on Automation Science and Engineering (CASE), 1–8

Research related to digital-twin-driven system modeling and evaluation.

2023

Dezentrale, rekursive, flexible Multi-Agenten Softwarearchitektur als Grundlage einer Fabrik der Zukunft für KI-gestützte Produktionstechnologien

Fandi Bi, Birgit Vogel-Heuser, Darius Burschka, Klaus Bengler, Andre Kraft, Wolfgang Kellerer, Marko Pavlic, Yash Deshpande, Theresa Prinz, Peter Krumbholz

VDI-Kongress AUTOMATION (VDI KA)

Research related to digital-twin-driven system modeling and evaluation.

2023

Remote robot control with haptic feedback over the munich 5g research hub testbed

Serkut Ayvaşık, Edwin Babaians, Arled Papa, Yash Deshpande, Alba Jano, Wolfgang Kellerer, Eckehard Steinbach

2023 IEEE 24th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 349–351

Research related to deterministic networking and latency-aware network behavior.

2023

Tree-Algorithms with Multi-Packet Reception and Successive Interference Cancellation

Cedomir Stefanovic, Yash Deshpande, H. Murat Gürsu, Kellerer Wolfgang

IEEE Transactions on Communications, 71(11), 6287–6300

Research related to tree-splitting algorithms and scalable contention resolution.

2022

Corrections to “High-Throughput Random Access Using Successive Interference Cancellation in a Tree Algorithm”

Yash Deshpande, Čedomir Stefanović, H Murat Gürsu, Wolfgang Kellerer

IEEE Transactions on Information Theory, 69(3), 1658–1659

Research related to tree-splitting algorithms and scalable contention resolution.

2022

Improving AoI via Learning-based Distributed MAC in Wireless Networks

Yash Deshpande, Onur Ayan, Wolfgang Kellerer

IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 8

Research related to tree-splitting algorithms and scalable contention resolution.

2022

On d-ary tree algorithms with successive interference cancellation

Yash Deshpande, Cedomir Stefanovic, H Murat Gürsu, Wolfgang Kellerer

arXiv preprint arXiv:2208.04066

Research related to tree-splitting algorithms and scalable contention resolution.

2020

Analysis of tree-algorithms with multi-packet reception

Čedomir Stefanović, H Murat Gürsu, Yash Deshpande, Wolfgang Kellerer

GLOBECOM 2020-2020 IEEE Global Communications Conference, 1–6

Research related to tree-splitting algorithms and scalable contention resolution.