dumitrel[@]comp[.]nus[.]edu[.]sg

Hi. I'm Dumitrel Loghin. Or Dumi, for short.

I am currently a Research Fellow in the Database Systems Research Group at National University of Singapore, working with Professor Beng Chin Ooi.

I obtained my PhD in Computer Science from National University of Singapore in 2017, under the supervision of Associate Professor Yong Meng Teo. Previously, I obtained my Master degree in Advanced Computer Architectures from Politehnica University of Bucharest in 2012 and the Bachelor degree in Computer Science from the same university in 2010.

My research interests are in Parallel and Distributed Computing, Advanced Computer Architectures, Embedded Systems and, in general, the performance of computer systems.

See my recent publications

Publications

CELIA: Cost-time Performance of Elastic Applications on Cloud
Sunimal Rathnayake, Dumitrel Loghin, Yong Meng Teo,
ICPP 2017, Bristol, UK, 14-17 Aug 2017.
[Paper]
On Understanding Time, Energy and Cost Performance of Wimpy Heterogeneous Systems for Edge Computing
Dumitrel Loghin, Lavanya Ramapantulu, Yong Meng Teo,
IEEE EDGE 2017, Honolulu, Hawaii, USA, 25-30 Jun 2017.
[Paper]
Modeling the Energy-Time Performance of MIC Architecture System
Lavanya Ramapantulu, Thy Dao, Dumitrel Loghin, Nam Thoai, Yong Meng Teo,
MASCOTS 2016, London, UK, 19-21 Sep 2016.
[Paper]
On Energy Proportionality and Time-Energy Performance of Heterogeneous Clusters
Lavanya Ramapantulu, Dumitrel Loghin, Yong Meng Teo,
IEEE Cluster 2016, Taipei, Taiwan, 13-15 Sep 2016.
[Paper]
A Time-Energy Performance Analysis of MapReduce on Heterogeneous Systems with GPUs
Dumitrel Loghin, Lavanya Ramapantulu, Oana Barbu, Yong Meng Teo,
IFIP WG 7.3 Performance 2015, Sydney, Australia, 19-21 Oct 2015.
Published in Performance Evaluation journal (PEVA).
[Paper][Related resources]
A Performance Study of Big Data on Small Nodes
Dumitrel Loghin, Bogdan Marius Tudor, Hao Zhang, Beng Chin Ooi, Yong Meng Teo,
VLDB 2015, Kohala Coast, Hawaii, USA, 31 Aug - 4 Sep 2015.
[Paper][Poster][Related resources]
An Approach for Energy Efficient Execution of Hybrid Parallel Programs
Lavanya Ramapantulu, Dumitrel Loghin, Yong Meng Teo,
IPDPS 2015, Hyderabad, India, 25-29 May 2015.
[Paper]
Modeling the Energy Efficiency of Heterogeneous Clusters
Lavanya Ramapantulu, Bogdan Marius Tudor, Dumitrel Loghin, Trang Vu, Yong Meng Teo,
ICPP 2014, Minneapolis, USA, 9-12 Sep 2014.
[Paper]
Big Data on Heterogeneous Systems with GPUs (poster)
Dumitrel Loghin, Lavanya Ramapantulu, Oana Barbu, Yong Meng Teo,
NVIDIA GTW 2014, Singapore, 10 Jul 2014.
[Poster]
An Approach for Direct Dataflow Execution on Contemporary Multicore Systems
Dumitrel Loghin, Bogdan Marius Tudor, Yong Meng Teo,
DFM 2013 (in conjunction with PACT 2013), Edinburgh, Scotland, 8 Sep 2013.
[Paper]

Awards

  • Dean's Graduate Research Excellence Award, Jan 2017.
  • President's Graduate Fellowship, 2013-2016

Teaching

As Teaching Assistant at School of Computing, NUS
  • AY 2015/2016 Sem 1 - CS3210 Parallel Computing
  • AY 2015/2016 Sem 2 - CS3211 Parallel and Concurrent Programming
  • AY 2016/2017 Sem 2 - CS3211 Parallel and Concurrent Programming

Research Projects

Blockchain Technology

Edge/Fog Computing

Time-Energy Performance of Heterogeneous Systems

Side Projects

Home Automation with Lazy Switch

libdsa
algorithms and datastructures library
Parallel Programming Web Portal