Huanzhuo Wu

M.Sc. Huanzhuo Wu

PhD Researcher

Huanzhuo Wu is a Ph.D. researcher at the Deutsche Telekom Chair of Communication Networks (ComNets) at TU Dresden, Germany. His work includes contributing to research projects, teaching, and supervising students of the faculty. His particular research interest is Big Data analysis on Blind Source Separation (BSS) and COmputing In the Network (COIN).

From 2017 to 2020, he worked on a research project named 5Gang, together with Ericsson, Robert Bosch GmbH, RWTH Aachen, and other key partners. He is the lead of the research project with the name of Software Campus NetBliSS starting 2021, in cooperation with Huawei Munich Research Center. Both projects are funded by the Federal Ministry of Education and Research Germany (BMBF). Huanzhuo holds a Master of Science in Computer Science at TU Dresden with honors. During his studies, he worked as a student assistant and completed internships at BMW AG in 2015 and Audi AG in 2016. He received his Bachelor degree in Engineering with honors in Computer Science in 2011 from Chang’an University, China.

Contact

Phone: +49 351 463-38611
Email: huanzhuo.wu(at)tu-dresden.de

Research Interests

  • Algorithm Optimization for In-network Computing
  • End-to-end Transport Layer for In-network Computing

Teaching

SS 21

  • Cooperative Communication Systems

WS 20/21

  • Problem-Based Learning

SS 20

  • Communication Networks 2

WS 19/20

  • Communication Networks 3
  • Oberseminar Kommunikationsnetze – TA

SS 19

  • Oberseminar Kommunikationsnetze – TA
  • Hauptseminar

WS 18/19

  • Oberseminar Kommunikationsnetze – TA

SS 18

  • Oberseminar Kommunikationsnetze – TA
  • Hauptseminar

WS 17/18

  • Oberseminar Kommunikationsnetze – TA

Supervision

Open Topics and SHK Positions

  • End-to-end Transport Layer for In-network Computing (knowledge of network stack and experience of ComNetsEmu)
  • Progressive ICA for In-network Computing (knowledge of statistic and experience of ComNetsEmu)
  • Information Abstraction for In-network Computing (knowledge of CNN and experience of ComNetsEmu)

Master Thesis

  • Streaming Data Management for COIN-enabled Blind Source Separation (26.02.2021 – 05.08.2021)
  • Computing in the Network for Cooperative Blind Source Separation (25.01.2021 – 05.07.2021)
  • Information Abstraction for Big Data Analysis: A Case Study of Multi-object Acoustic Anomaly Detection (09.11.2020 – 19.04.2021)
  • Blind Source Separation based Anomaly Detection (06.08.2018 – 11.01.2019)
  • Compressed Sensing and Blind Source Separation based Audio Signal Analysis (26.04.2018 – 04.10.2018)

Bachelor Thesis

  • Audio Signal based Anomaly Detection (03.04.2020 – 07.07.2020)

StudentThesis

  • Fast Source Separation (08.07.2019 – 15.11.2019)

Hauptseminar/Oberseminar/Actual Topics

  • Cooperative Blind Source Separation – PBL (WS 20/21)
  • Blind Source Separation Testbed (SS 19)
  • Build a XDK Network for IoT (SS 17)

Review / TPC member service

  • Reviewer IEEE European Wireless 2021
  • Reviewer IEEE Globecom 2020

Publications

15 entries « 1 of 2 »

2021

Wu, Huanzhuo; Shen, Yunbin; Xiao, Xun; Hecker, Artur; Fitzek, Frank H. P.

In-Network Processing Acoustic Data for Anomaly Detection in Smart Factory Inproceedings

In: 2021 IEEE Global Communications Conference: IoT and Sensor Networks (Globecom2021 IoTSN), Madrid, Spain, 2021.

BibTeX

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Xiang, Zuo; Fitzek, Frank H. P.

In-Network Processing for Low-Latency Industrial Anomaly Detection in Softwarized Networks Inproceedings

In: 2021 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2021 NGNI), Madrid, Spain, 2021.

BibTeX

Wu, Huanzhuo; Xiang, Zuo; Nguyen, Giang T.; Shen, Yunbin; Fitzek, Frank H. P.

Computing Meets Network: COIN-aware Offloading for Data-intensive Blind Source Separation Journal Article

In: IEEE Network Magazine, Special Issue , 2021.

BibTeX

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Fitzek, Frank H. P.

Abstraction-based Multi-object Acoustic Anomaly Detection for Low-complexity Big Data Analysis Inproceedings

In: WS17 IEEE ICC 2021 Workshop on Communication, Computing, and Networking in Cyber-Physical Systems (WS17 ICC'21 Workshop - CCN-CPS), Montreal, Canada, 2021.

Abstract | BibTeX

2020

Wu, Huanzhuo; Shen, Yunbin; Zhang, Jiajing; Salah, Hani; Tsokalo, Ievgenii A.; Fitzek, Frank H. P.

Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications Inproceedings

In: 2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC), 2020.

BibTeX

Wu, Huanzhuo; Shen, Yunbin; Zhang, Jiajing; Tsokalo, Ievgenii A.; Salah, Hani; Fitzek, Frank H. P.

Component-Dependent Independent Component Analysis for Time-Sensitive Applications Inproceedings

In: 2020 IEEE International Conference on Communications (ICC), IEEE Dublin, Ireland, 2020.

BibTeX

Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Fitzek, Frank H. P.

Y-Net: A Dual Path Model for High Accuracy Blind Source Separation Inproceedings

In: 2020 IEEE Globecom Workshops (GC Wkshps): IEEE GLOBECOM 2020 Workshop on Future of Wireless Access for Industrial IoT (FutureIIoT) (GC 2020 Workshop - FIIoT), Taipei, Taiwan, 2020.

BibTeX

Granelli, Fabrizio; Nguyen, Giang T.; Wu, Huanzhuo

Realizing Network Slicing Book Chapter

In: Fitzek, Frank H. P.; Granelli, Fabrizio; Seeling, Patrick (Ed.): Computing in Communication Networks – From Theory to Practice, 1 , Chapter 14, pp. 271-289, Elsevier, 1, 2020, (https://cn.ifn.et.tu-dresden.de/compcombook/).

BibTeX

2019

Wu, Huanzhuo; Tsokalo, Ievgenii A.; Kuß, David; Salah, Hani; Pingel, Lukas; Fitzek, Frank H. P.

Demonstration of Network Slicing for Flexible Conditional Monitoring in Industrial IoT Networks Inproceedings

In: 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2019), Las Vegas, USA, 2019.

BibTeX

Karrenbauer, Michael; Ludwig, Stephan; Buhr, Henning; Klessig, Henrik; Bernardy, Anne; Wu, Huanzhuo; Pallasch, Christoph; Fellan, Amina; Hoffmann, Nicolai; Seelmann, Vasco; Taghouti, Maroua; Wunderlich, Simon; Lozano, Pedro T.; Hoell, Andreas; Stimming, Christian; Patel, Dhruvin; Seetaraman, Savita; Bender, Serjoscha; Eberhardt, Elena; Schildknecht, Thomas; Herfs, Werner; Storms, Simon; Stich, Volker; Niebert, Norbert; Schotten, Hans D.; Fitzek, Frank H. P.

Future Industrial Networking: From Use Cases to Wireless Technologies to a Flexible System Architecture Journal Article

In: at – Automatisierungstechnik, 2019.

BibTeX

15 entries « 1 of 2 »