University of Nicosia researcher at the edge/cloud-time-series interface, focused on measurement and benchmarking
2
papers here
2
reviewed by Evolve
0
first-author
1
corresponding
—
works · OpenAlex
14
h-index · OpenAlex
Bibliometric figures come from OpenAlex (2026-10-16) and cover the author's entire public record, not just the papers listed here. Reproducibility signal comes from Evolve's own reviews.
Research profile
Output—
Not yet scored: the OpenAlex output record for this researcher is incomplete, so total and per-year publication volume cannot be normalized against field norms. This axis would measure cumulative productivity and annual output; the snapshot's year-by-year counts are partial and should not be read as a score.
Impact—
Not yet scored: citation coverage for this OpenAlex identity is incomplete, so citedness and field-normalized influence cannot be reliably computed. This axis would measure citations and scholarly influence; the snapshot's h-index of 14 remains unverified and is not treated as a score here.
Focus0/100
Focus sits at the bottom of the scale, reflecting a deliberately two-sided agenda: the field distribution splits output evenly (0.5 vs 0.5) between machine learning / time-series forecasting and computer systems (edge/cloud computing). Topic counts confirm the breadth — IoT and edge/fog computing (31 works) and cloud resource management (27) lead, followed by energy efficiency (13), distributed systems and fault tolerance (12), and software performance and reliability (10).
Collaboration36/100
The collaboration score of 36 reflects a compact network: only 5 distinct coauthors are recorded, and the same names recur — Moysis Symeonides, Panagiotis Michael, Maysam Khatib, George Pallis, and Marios D. Dikaiakos. Both 2026 catalog papers fit this pattern: the time-series foundation model benchmark lists him as last and corresponding author, while the LLM edge-hardware measurement study places him in a middle author position.
Activity86/100
Activity scores high at 86. The OpenAlex year-by-year record shows output in every year from 2014 (6 works) through 2026 (5 works), with the single gap in 2016; counts reach 7 in both 2015 and 2018 and peak at 9 works in 2024. Recent output remains steady, with 18 works across the last three years — a sustained, near-uninterrupted cadence over more than a decade.
Reproducibility78/100
Reproducibility scores 78, a mean computed over the 2 papers Evolve has reviewed. The zero-shot time-series foundation model benchmark is rated high reproducibility readiness, consistent with its three-dataset benchmark design, though the review notes a single series per domain and no significance tests. The LLM edge-hardware measurement study is rated medium: careful, honestly hedged methodology, but thin statistics and non-comparable energy measurement boundaries.
Research summary
Demetris Trihinas is a researcher at the University of Nicosia in Cyprus whose recorded output spans two fields in equal measure: computer systems (edge/cloud computing) and machine learning for time-series forecasting, each at 0.5 in the OpenAlex field split. His topic profile is led by IoT and edge/fog computing (31 works) and cloud computing and resource management (27), followed by energy efficiency (13), distributed systems and fault tolerance (12), and software system performance and reliability (10). A consistent thread is measurement and benchmarking: both papers Evolve has reviewed — 2026 arXiv preprints — are benchmark or measurement studies, one a zero-shot evaluation of six time-series foundation models across three datasets (last and corresponding author), the other a study of LLM inference trade-offs on edge-continuum hardware such as the Jetson AGX Orin. Activity is high (score 86): works are recorded in every year from 2014 to 2026 except 2016, peaking at 9 in 2024, with 18 works in the last three years. Collaboration is compact (score 36): 5 distinct coauthors, with Symeonides, Michael, Khatib, Pallis, and Dikaiakos recurring. The snapshot lists an h-index of 14 and i10-index of 17, though the output and impact axes remain unscored pending fuller citation coverage.
Collaboration pattern
Collaboration is compact and stable: 5 distinct coauthors recorded, with Moysis Symeonides, Panagiotis Michael, Maysam Khatib, George Pallis, and Marios D. Dikaiakos appearing repeatedly. Both 2026 reviewed papers sit inside this cluster — one as last/corresponding author on the time-series foundation model benchmark, one in a middle position on the edge-hardware measurement study. This looks like a small, durable working group rather than a broad international network.
Research keywords
Highlights
Zero-shot benchmark of six time-series foundation models
Measuring LLM inference trade-offs on edge-continuum hardware
A decade-long measurement and benchmarking agenda
Topic counts place IoT and edge/fog computing (31) and cloud resource management (27) at the core of the record, with energy efficiency (13), fault tolerance (12), and performance/reliability (10) — a profile centered on measuring, benchmarking, and hardening systems, now extended to foundation-model and LLM workloads.
Timeline
- 2014First year with recorded OpenAlex output: 6 works, followed by 7 in 2015.
- 20187 works recorded, matching the 2015 level, after a gap in 2016 and only 1 work in 2017.
- 20213 works recorded — among the lowest years in the record, with only 2017 (1 work) lower — before output rebounds to 6 in 2022.
- 2024Peak year in the record: 9 works published.
- 20265 works recorded, including both Evolve-reviewed papers: the zero-shot TSFM benchmark (last/corresponding author) and the LLM edge-hardware measurement study.
Papers in the Evolve catalog
Frequent co-authors
About this profile
This profile is AI-structured by Evolve.Pub from public bibliographic data (OpenAlex) and Evolve's own paper reviews. It is not written or endorsed by the researcher unless the profile is claimed. Radar dimensions are computed from real bibliometrics with fixed formulas — raw figures are shown alongside; missing dimensions mean insufficient data, never zero. Errors? Claim the profile to correct or hide it.
- Bibliometrics are drawn from OpenAlex only; citation coverage is incomplete, which is why the output and impact axes are unscored.
- Evolve has reviewed only 2 papers by this researcher; the quality verdicts and the reproducibility mean of 78 rest on that small sample.
- Identity is resolved from public bibliographic data (ORCID 0000-0002-9540-7342, OpenAlex); no biographical facts beyond the listed affiliation are asserted.
- Year-by-year counts start in 2014 and include a gap in 2016, so earlier output may be missing from the record.