I wrote a blog post about our recent #CIKM paper on understanding customer behavior in multi-channel retail. Check it out here: blog.ah.technology/understanding-…

Heya! I am recruiting a PhD student at CMU at the intersection of distributed systems and machine learning 😃 Application deadline: Dec 9! (GREs not req) If this could be you, feel free to reach out and to let me know to look for your application in the pile! RTs welcome 🤗

Just received the 5th rejection of my PhD journey in the past 2.5 years. This is definitely consuming more mental energy than I was expecting. If you are on the same page as me and you keep asking yourself if it's really worth it, trust me, you are not alone. #AcademicChatter

I just passed my first week at ABB Corporate Research Center, and it already feels like a fantastic journey! We have open positions in our group, ping me if you are interested! #jobopportunities #openposition #softwarearchitecture #cloudsolutions careers.abb/global/en/job/…

If you're crawling data from #GitHub to do research: I highly recommend using GitHub's #GraphQL API instead of REST API, and probably you should migrate to GraphQL if you're still using REST. Here is why. A thread 🧵

Tracing the Practical Impact of Software Architecture Research (new blog post: link.medium.com/lnEU4Uv0dob ) #ICSAImpact #ICSA2022 ICSE @ECSAConf IEEE Software Journal of Systems and Software @pellicciTwit Paris Avgeriou Ipek Ozkaya Philippe Kruchten Eltjo Poort Rich Hilliard Eoin Woods Anne Koziolek

I saw that #CHI2022 has published and awarded a paper using an NLP/ML tool to "predict gender" from profile photos and names, without even any ethics discussion in the paper. These methods erase people and codify a rigid interpretation of gender.

Check the talk by my PhD student Kamran Razavi on autoscaling real-time deep learning workloads at RTAS 2024.

Thank you Journal of Systems and Software for the detailed, helpful, and to the point reviews! 😍 A real refresher after all those general “not good enough because not interesting enough FOR ME” reviews.

Is FaaS really growing fast? Today’s #paperoftheday by Nafise Eskandani and Guido Salvaneschi assess the state of FaaS in open-source community with a study on almost 2K real-world serverless applications. authors.elsevier.com/a/1gJhmbKHp8pVV

Check out our recent publication on an in-network system for fast, end-to-end deep neural network (DNN) serving by distributing a DNN across a network of programmable switches. Lin Wang #EuroP4

Ever heard about OASIS TOSCA, the modeling language for cloud orchestration? At ABB, have assessed the state of TOSCA in 2023 and collected a few observations. Talk by my colleague lel today at #ICSA2023, 10-page report: koziolek.de/docs/Koziolek2… ICSA 2025 Nafise Eskandani

Selecting a lightweight #Kubernetes distribution for your edge cluster can be an architectural decision. Which one is the fastest? At #ABB, Nafise Eskandani and me tested #microk8s, #k3s, #k0s, and #microshift. Our findings: koziolek.de/docs/Koziolek2… #ICPE2023 ICPE 2026 ICSA 2025

I'm delighted to share that our paper "Type-Checking CRDT Convergence" will appear in PLDI'23 🎉 In the paper, we present Propel 🚀 the first #typesystem for CRDTs verification. It captures crucial properties of CRDTs (e.g., commutativity) in the type of user-defined functions

Check out our recent work on an evaluation of lightweight K8s distributions! koziolek.de/docs/Koziolek2… Heiko Koziolek ICPE 2026 #ICPE2023 #k8s #redhat

Very honored with Sten Grüner and Virendra Ashiwal from ABB to receive the Best Paper Award from IEEE ETFA 2023 for our paper „ChatGPT for PLC/DCS Control Logic Generation“. Paper for download: arxiv.org/abs/2305.15809 Prompts: github.com/hkoziolek/cont… #etfa2023

Nafise Eskandani from ABB Research (Germany) shared experiences about on "Runtime Orchestration of Distributed Control System Services with TOSCA, Kubernetes, and GitOps" #ICSA2024 #WeAreICSA

Nafise Eskandani from ABB Research (Germany) shared their experience about "The State of Container Checkpointing with CRIU: A Multi-Case Experience Report" #ICSA2024 #WeAreICSA

Diversity and Inclusion are more than buzzwords, they are the key to creating spaces where everyone can thrive and feel like they truly belong. Join us at ECOOP’26 Conference/ISSTA Conference D&I events where we can connect and celebrate what makes us all unique! 2024.ecoop.org/track/issta-ec…

The ABB Research Center Germany has moved to Mannheim. Almost 100 researchers in software engineering, AI, and automation engineering. Always looking for new talents to drive a sustainable and resource-efficient future in automation and electrification. youtu.be/iCUr0AVyqKY?si…