{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T20:03:07Z","timestamp":1780084987364,"version":"3.54.0"},"reference-count":71,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100018693","name":"Horizon Europe","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018693","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,3,16]]},"DOI":"10.1109\/percom67906.2026.11524514","type":"proceedings-article","created":{"date-parts":[[2026,5,22]],"date-time":"2026-05-22T19:34:26Z","timestamp":1779478466000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["PSMark: A Distributed IoT Benchmark for Publish\/Subscribe Under Domain-Based Workloads"],"prefix":"10.1109","author":[{"given":"Christian","family":"Badolato","sequence":"first","affiliation":[{"name":"University of Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nathan","family":"Samson","sequence":"additional","affiliation":[{"name":"University of Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Houssam Hajj","family":"Hassan","sequence":"additional","affiliation":[{"name":"Orange Innovation,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chih-Kai","family":"Huang","sequence":"additional","affiliation":[{"name":"T&#x00E9;l&#x00E9;com Paris"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Georgios","family":"Bouloukakis","sequence":"additional","affiliation":[{"name":"University of Patras,Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Primal","family":"Pappachan","sequence":"additional","affiliation":[{"name":"Portland State University,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roberto","family":"Yus","sequence":"additional","affiliation":[{"name":"University of Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Consumer Use of the Internet and Mobile 2026","author":"Miller","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/s23167194"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3770501.3770525"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3690639"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2025.3557124"},{"key":"ref6","article-title":"Mqtt version 5.0","year":"2019"},{"key":"ref7","article-title":"OMG Data Distribution Service (DDS)","year":"2015"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1145\/3567445.3571107","article-title":"A survey and comparison of publish\/subscribe protocols for the industrial internet of things","volume-title":"12th Int. Conf. on the IoT","author":"Nast"},{"key":"ref9","article-title":"Trends and Technology Adoption","year":"2019"},{"key":"ref10","article-title":"Who\u2019s using dds","year":"2025"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3035849"},{"key":"ref12","article-title":"Berlex connects traffic signals to the cloud with hivemq","year":"2020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10776-019-00468-1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2025.102076"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3770501.3770516"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.56553\/popets-2024-0081"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.14778\/3407790.3407791"},{"key":"ref18","article-title":"Open MQTT Benchmarking Comparison","author":"Jin","year":"2023"},{"key":"ref19","article-title":"OpenDDS Performance Testing","year":"2024"},{"key":"ref20","article-title":"Collection of 20+ MQTT Broker Performance Benchmarks","author":"Khizhniak","year":"2023"},{"key":"ref21","article-title":"eProsima\/benchmarking","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3590140.3629118"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3312480.3313174"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58923-3_23"},{"key":"ref25","article-title":"Apache jmeter","year":"2025"},{"key":"ref26","article-title":"Gatling","year":"2025"},{"key":"ref27","article-title":"Locust","author":"Heyman","year":"2025"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM.2018.8449774"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92511-6_5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2678508.2678517"},{"key":"ref31","article-title":"OpenDDS","year":"2025"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/857076.857078"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-020-07108-5"},{"key":"ref34","article-title":"Amqp v1.0","year":"2012"},{"key":"ref35","article-title":"DDS Interoperability Wire Protocol","year":"2022"},{"key":"ref36","article-title":"Lightweight mqtt benchmark tool written in erlang","year":"2025"},{"key":"ref37","article-title":"Rti perftest","year":"2022"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3155872"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.4257"},{"key":"ref40","article-title":"PSMark: A distributed pub\/sub iot benchmark","author":"Badolato","year":"2026"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.4946"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2778504"},{"key":"ref43","article-title":"emqtt","year":"2025"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2023.101809"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom64205.2025.00024"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300494"},{"key":"ref47","article-title":"Pune Smart City Dataset","author":"Mahajan","year":"2022"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2018.2866249"},{"key":"ref49","article-title":"High frequency smart meter data from two districts in India (Mathura and Bareilly)","author":"Agrawal","year":"2021"},{"key":"ref50","article-title":"Smart Manufacturing Process Data","year":"2025"},{"key":"ref51","article-title":"Smart Mobility Traffic Dataset","year":"2025"},{"key":"ref52","article-title":"IoT in Healthcare & Well-being","author":"Kumar","year":"2025"},{"key":"ref53","article-title":"Fischertechnik Smart Factory","year":"2025"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300494"},{"issue":"3.2","key":"ref55","article-title":"Ros: an open-source robot operating system","volume-title":"ICRA workshop on open source software","volume":"3","author":"Quigley"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.accpm.2021.100873"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116438"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3121517"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2020.100273"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.5120\/ijais14-451085"},{"key":"ref61","article-title":"Prometheus node exporter","year":"2025"},{"key":"ref62","article-title":"Comparison of Open Source MQTT Brokers","author":"Wang","year":"2025"},{"key":"ref63","article-title":"ACE, TAO, and CIAO Success Stories","year":"2018"},{"key":"ref64","article-title":"Emqx","year":"2025"},{"key":"ref65","article-title":"Mochi-mqtt server","year":"2025"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00265"},{"key":"ref67","article-title":"Nanomq","year":"2025"},{"key":"ref68","article-title":"VerneMQ: A Distributed MQTT Broker","year":"2025"},{"key":"ref69","article-title":"Cilium","year":"2025"},{"key":"ref70","article-title":"Multicast Support in Cilium (Beta)","year":"2025"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/med54222.2022.9837282"}],"event":{"name":"2026 IEEE International Conference on Pervasive Computing and Communications (PerCom)","location":"Pisa, Italy","start":{"date-parts":[[2026,3,16]]},"end":{"date-parts":[[2026,3,20]]}},"container-title":["2026 IEEE International Conference on Pervasive Computing and Communications (PerCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11524112\/11524123\/11524514.pdf?arnumber=11524514","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T19:53:50Z","timestamp":1780084430000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11524514\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,16]]},"references-count":71,"URL":"https:\/\/doi.org\/10.1109\/percom67906.2026.11524514","relation":{},"subject":[],"published":{"date-parts":[[2026,3,16]]}}}