Gopika Premsankar

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Aalto University
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Finland

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Gopika Premsankar

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Aalto University

PhD/Doctoral Researcher in End-to-End Energy Modeling for Distributed AI Services (MSCA Doctoral Network)

Aalto University is recruiting one doctoral researcher / PhD student for the AEGIS (Adaptive Grid-Interactive Edge Datacenter Fleets) MSCA Doctoral Network . The project is an EU-funded European research and training network running from 2026 to 2030 and training 15 doctoral candidates. The advertised project topic is End-to-End Energy Modeling for Distributed AI Services . The research focuses on energy modeling , carbon-aware computing , computer networks , telecommunications , RAN , and datacenter hardware . The goal is to build compositional energy models spanning the radio network, transport network, and datacenter hardware, and to expose them through a fast query interface for AI workloads. You will develop analytical and compositional models, validate them on Aalto and Ericsson testbeds, and build a low-latency API that estimates end-to-end energy cost for distributed AI services. The post also includes secondments with Ericsson (Finland) and TU Wien (Austria) . Eligibility highlights: a master's degree in computer science, communications engineering, telecommunications, or a related field; strong background in AI/ML and DNNs; understanding of computer and telecom networks; experience with empirical measurements; data analysis and analytical modeling; good programming skills; and fluent English. MSCA rules also apply: you must not already hold a PhD and must satisfy the mobility rule for Finland. Funding/employment: the position is a 3-year doctoral researcher employment contract within an EU Marie Skłodowska-Curie Doctoral Network. The post does not state a stipend amount, but it is a funded doctoral researcher position. How to apply: submit your application via Aalto’s recruitment portal by 2026-12-15 . Prepare a CV, a one-page motivation letter, sample code with repository URL and role description, names and email addresses of two referees, and transcripts for bachelor’s and master’s studies.

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