• A vectorized k-means algorithm for compressed datasets: design and experimental analysis 

      Al Hasib, Abdullah; Cebrian, Juan Manuel; Natvig, Lasse (Journal article; Peer reviewed, 2018)
      Clustering algorithms (i.e., Gaussian mixture models, k-means) tackle the problem of grouping a set of elements in such a way that elements from the same group (or cluster) have more similar properties to each other than ...
    • ETA-HP: An Energy and Temperature-Aware Real-time Scheduler for Heterogeneous Platforms 

      Sharma, Yanshul; Chakraborty, Shounak; Moulik, Sanjay (Peer reviewed; Journal article, 2022)
      Modern real-time systems are based on heterogeneous multicore platforms, which help them productively meet the applications’ diverse and high computational requirements. Managing the energy and temperature of these ...
    • Scalability analysis of AVX-512 extensions 

      Cebrian, Juan Manuel; Natvig, Lasse; Jahre, Magnus (Journal article; Peer reviewed, 2019)
      Energy efficiency below a specific thermal design power (TDP) has become the main design goal for microprocessors across all market segments. Optimizing the usage of the available transistors within the TDP is a pending ...