{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T20:52:52Z","timestamp":1779915172359,"version":"3.53.1"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","funder":[{"name":"Deutsche Forschungsgemeinschaft","award":["390621612"],"award-info":[{"award-number":["390621612"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,10]]},"DOI":"10.1145\/3701717.3730547","type":"proceedings-article","created":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T13:52:43Z","timestamp":1752673963000},"page":"98-109","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Reducio: Data Aggregation and Stability Detection for Industrial Processes Using In-Network Computing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0049-8112","authenticated-orcid":false,"given":"Liam","family":"Tirpitz","sequence":"first","affiliation":[{"name":"Data Stream Management &amp; Analysis, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8609-800X","authenticated-orcid":false,"given":"Ike","family":"Kunze","sequence":"additional","affiliation":[{"name":"Communication &amp; Distributed Systems, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3524-3411","authenticated-orcid":false,"given":"Philipp","family":"Niemietz","sequence":"additional","affiliation":[{"name":"Manufacturing Technology Institute, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-3073-7169","authenticated-orcid":false,"given":"Anna Kathrin","family":"Gerhardus","sequence":"additional","affiliation":[{"name":"Industrial Engineering and Ergonomics, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2754-2689","authenticated-orcid":false,"given":"Thomas","family":"Bergs","sequence":"additional","affiliation":[{"name":"Manufacturing Technology Institute, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7252-4186","authenticated-orcid":false,"given":"Klaus","family":"Wehrle","sequence":"additional","affiliation":[{"name":"Communication &amp; Distributed Systems, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8970-6282","authenticated-orcid":false,"given":"Sandra","family":"Geisler","sequence":"additional","affiliation":[{"name":"Data Stream Management &amp; Analysis, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,6,9]]},"reference":[{"key":"e_1_3_3_1_2_2","unstructured":"R. Aaij S. Akar and J. Albrecht\u00a0et al.2019. Design and Performance of the LHCb Trigger and Full Real-Time Reconstruction in Run 2 of the LHC. Journal of Instrumentation 14 04 (2019) P04013\u2013P04013."},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"crossref","unstructured":"Alexander Alexandrov Rico Bergmann and Stephan Ewen\u00a0et al.2014. The Stratosphere Platform for Big Data Analytics. The VLDB Journal 23 6 (2014) 939\u2013964.","DOI":"10.1007\/s00778-014-0357-y"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"crossref","unstructured":"A.\u00a0M. Bassiuny Xiaoli Li and R. Du. 2007. Fault Diagnosis of Stamping Process Based on Empirical Mode Decomposition and Learning Vector Quantization. International Journal of Machine Tools and Manufacture 47 15 (2007) 2298\u20132306.","DOI":"10.1016\/j.ijmachtools.2007.06.006"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3524860.3539804"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft48620.2020.9165531"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3482898.3483356"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3450267.3450533"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3484266.3487370"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2019.871"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230555"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft51509.2021.9492564"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2899389"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"crossref","unstructured":"Jos Havinga and Ton van den Boogaard. 2017. Estimating Product-to-Product Variations in Metal Forming Using Force Measurements. AIP Conference Proceedings 1896 1 (2017) 070002.","DOI":"10.1063\/1.5008077"},{"key":"e_1_3_3_1_15_2","unstructured":"Intel. 2023. Intel\u00ae Tofino\u2122. https:\/\/www.intel.com\/content\/www\/us\/en\/products\/details\/network-io\/intelligent-fabric-processors\/tofino.html"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"crossref","unstructured":"Tao Jing Xitian Tian Hao Hu and Liping Ma. 2022. Deep Learning-Based Cloud\u2013Edge Collaboration Framework for Remaining Useful Life Prediction of Machinery. IEEE Transactions on Industrial Informatics 18 10 (2022) 7208\u20137218.","DOI":"10.1109\/TII.2021.3138510"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36772-4"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3229591.3229593"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICPS49255.2021.9468247"},{"key":"e_1_3_3_1_20_2","volume-title":"Proceedings of the 2021 IFIP\/IEEE International Symposium on Integrated Network Management","author":"Kunze Ike","year":"2021","unstructured":"Ike Kunze, Moritz Gunz, David Saam, Klaus Wehrle, and Jan R\u00fcth. 2021. Tofino + P4: A Strong Compound for AQM on High-Speed Networks?. In Proceedings of the 2021 IFIP\/IEEE International Symposium on Integrated Network Management."},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE45552.2021.9576221"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICPS59941.2024.10639999"},{"key":"e_1_3_3_1_23_2","volume-title":"Proceedings of the 2022 USENIX Symposium on Networked Systems Design and Implementation (NSDI)","author":"Laki S\u00e1ndor","year":"2022","unstructured":"S\u00e1ndor Laki, Csaba Gy\u00f6rgyi, J\u00f3zsef Pet\u0151, P\u00e9ter V\u00f6r\u00f6s, and G\u00e9za Szab\u00f3. 2022. In-Network Velocity Control of Industrial Robot Arms. In Proceedings of the 2022 USENIX Symposium on Networked Systems Design and Implementation (NSDI)."},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"crossref","unstructured":"Heiner Lasi Peter Fettke Hans-Georg Kemper Thomas Feld and Michael Hoffmann. 2014. Industry 4.0. Business & Information Systems Engineering 6 4 (2014) 239\u2013242.","DOI":"10.1007\/s12599-014-0334-4"},{"key":"e_1_3_3_1_25_2","volume-title":"Proceedings of the 2020 IFIP Networking Conference","author":"Lindner Steffen","year":"2020","unstructured":"Steffen Lindner, Marco H\u00e4berle, Florian Heimgaertner, Naresh Nayak, Sebastian Schildt, Dennis Grewe, Hans Loehr, and Michael Menth. 2020. P4 In-Network Source Protection for Sensor Failover. In Proceedings of the 2020 IFIP Networking Conference."},{"key":"e_1_3_3_1_26_2","volume-title":"Proceedings of the 2021 USENIX Annual Technical Conference (ATC)","author":"Liu Pinchao","year":"2021","unstructured":"Pinchao Liu, Dilma Da\u00a0Silva, and Liting Hu. 2021. DART: A Scalable and Adaptive Edge Stream Processing Engine. In Proceedings of the 2021 USENIX Annual Technical Conference (ATC)."},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"crossref","unstructured":"Philipp Niemietz Mia J.\u00a0K. Kornely Daniel Trauth and Thomas Bergs. 2022. Relating Wear Stages in Sheet Metal Forming Based on Short- and Long-Term Force Signal Variations. Journal of Intelligent Manufacturing 33 7 (2022) 2143\u20132155.","DOI":"10.1007\/s10845-022-01979-0"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"crossref","unstructured":"Philipp Niemietz Martin Unterberg Daniel Trauth and Thomas Bergs. 2021. Autoencoder Based Wear Assessment in Sheet Metal Forming. IOP Conference Series: Materials Science and Engineering 1157 1 (2021) 012082.","DOI":"10.1088\/1757-899X\/1157\/1\/012082"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"crossref","unstructured":"Boris Otto and Matthias Jarke. 2019. Designing a Multi-Sided Data Platform: Findings from the IDS Case. Electronic Markets 29 4 (2019) 561\u2013580.","DOI":"10.1007\/s12525-019-00362-x"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHYS.2019.8780276"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"crossref","unstructured":"Prahalad\u00a0K. Rao Jia\u00a0(Peter) Liu David Roberson Zhenyu\u00a0(James) Kong and Christopher Williams. 2015. Online Real-Time Quality Monitoring in Additive Manufacturing Processes Using Heterogeneous Sensors. Journal of Manufacturing Science and Engineering 137 6 (2015).","DOI":"10.1115\/1.4029823"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft51509.2021.9492726"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"crossref","unstructured":"Ganesh\u00a0C. Sankaran Krishna\u00a0M. Sivalingam and Harsh Gondaliya. 2023. P4 and NetFPGA-Based Secure In-Network Computing Architecture for AI-Enabled Industrial Internet of Things. IEEE Internet of Things Journal 10 4 (2023) 2979\u20132994.","DOI":"10.1109\/JIOT.2021.3125862"},{"key":"e_1_3_3_1_34_2","volume-title":"Proceedings of the 2017 USENIX Symposium on Networked Systems Design and Implementation (NSDI)","author":"Sharma Naveen\u00a0Kr","year":"2017","unstructured":"Naveen\u00a0Kr Sharma, Antoine Kaufmann, Thomas Anderson, Arvind Krishnamurthy, Jacob Nelson, and Simon Peter. 2017. Evaluating the Power of Flexible Packet Processing for Network Resource Allocation. In Proceedings of the 2017 USENIX Symposium on Networked Systems Design and Implementation (NSDI)."},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"crossref","unstructured":"Emiliano Sisinni Abusayeed Saifullah Song Han Ulf Jennehag and Mikael Gidlund. 2018. Industrial Internet of Things: Challenges Opportunities and Directions. IEEE Transactions on Industrial Informatics 14 11 (2018) 4724\u20134734.","DOI":"10.1109\/TII.2018.2852491"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3579142.3594287"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3389698"},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"publisher","unstructured":"Liam Tirpitz and Ike Kunze. 2025. Zenodo Sourcecode - Reducio:v1.0. 10.5281\/zenodo.15320003","DOI":"10.5281\/zenodo.15320003"},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"crossref","unstructured":"Martin Unterberg Marco Becker Philipp Niemietz and Thomas Bergs. 2023. Data-Driven Indirect Punch Wear Monitoring in Sheet-Metal Stamping Processes. Journal of Intelligent Manufacturing (2023).","DOI":"10.1007\/s10845-023-02129-w"},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.40"},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"publisher","DOI":"10.1145\/3581791.3596836"},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"crossref","unstructured":"Wenjing Xiao Yiming Miao Giancarlo Fortino Di Wu Min Chen and Kai Hwang. 2022. Collaborative Cloud-Edge Service Cognition Framework for DNN Configuration Toward Smart IIoT. IEEE Transactions on Industrial Informatics 18 10 (2022) 7038\u20137047.","DOI":"10.1109\/TII.2021.3105399"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"crossref","unstructured":"Shen Yin and Okyay Kaynak. 2015. Big Data for Modern Industry: Challenges and Trends. Proc. IEEE 103 2 (2015) 143\u2013146.","DOI":"10.1109\/JPROC.2015.2388958"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"crossref","unstructured":"Matei Zaharia Reynold\u00a0S. Xin and Patrick Wendell\u00a0et al.2016. Apache Spark: A Unified Engine for Big Data Processing. Commun. ACM 59 11 (2016) 56\u201365.","DOI":"10.1145\/2934664"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1145\/3583678.3596885"},{"key":"e_1_3_3_1_46_2","volume-title":"Proceedings of the 2020 Conference on Innovative Data Systems Research (CIDR)","author":"Zeuch Steffen","year":"2020","unstructured":"Steffen Zeuch, Ankit Chaudhary, Bonaventura Del\u00a0Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp\u00a0M. Grulich, Sebastian Bre\u00df, Jonas Traub, and Volker Markl. 2020. The NebulaStream Platform: Data and Application Management for the Internet of Things. In Proceedings of the 2020 Conference on Innovative Data Systems Research (CIDR)."},{"key":"e_1_3_3_1_47_2","unstructured":"Changgang Zheng Zhaoqi Xiong Thanh\u00a0T. Bui Siim Kaupmees Riyad Bensoussane Antoine Bernabeu Shay Vargaftik Yaniv Ben-Itzhak and Noa Zilberman. 2022. IIsy: Practical In-Network Classification. arXiv:https:\/\/arXiv.org\/abs\/2205.08243 (2022)."},{"key":"e_1_3_3_1_48_2","doi-asserted-by":"crossref","unstructured":"Tiago Zonta Cristiano\u00a0Andr\u00e9 da Costa Rodrigo da Rosa Righi Miromar\u00a0Jos\u00e9 de Lima Eduardo\u00a0Silveira da Trindade and Guann\u00a0Pyng Li. 2020. Predictive Maintenance in the Industry 4.0: A Systematic Literature Review. Computers & Industrial Engineering 150 (2020) 106889.","DOI":"10.1016\/j.cie.2020.106889"}],"event":{"name":"DEBS '25: The 19th ACM International Conference on Distributed and Event-based Systems","location":"Gothenburg Sweden","acronym":"DEBS '25","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3701717.3730547","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T13:53:17Z","timestamp":1752673997000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701717.3730547"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,9]]},"references-count":47,"alternative-id":["10.1145\/3701717.3730547","10.1145\/3701717"],"URL":"https:\/\/doi.org\/10.1145\/3701717.3730547","relation":{},"subject":[],"published":{"date-parts":[[2025,6,9]]},"assertion":[{"value":"2025-06-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}