8 citations · 15 across the 9 of their papers we have counts for
9 papers
LLload: Simplifying Real-Time Job Monitoring for HPC Users
Chansup Byun, Julia Mullen, Albert Reuther +16
One of the more complex tasks for researchers using HPC systems is performance monitoring and tuning of their applications. Developing a practice of continuous performance improvem…
Testing RadiX-Nets: Advances in Viable Sparse Topologies
Kevin Kwak, Zack West, Hayden Jananthan +1
The exponential growth of data has sparked computational demands on ML research and industry use. Sparsification of hyper-parametrized deep neural networks (DNNs) creates simpler r…
Fuzzy Relational Databases via Associative Arrays
Kevin Min, Hayden Jananthan, Jeremy Kepner
The increasing rise in artificial intelligence has made the use of imprecise language in computer programs like ChatGPT more prominent. Fuzzy logic addresses this form of imprecise…
From Bits to Insights: Exploring Network Traffic, Traffic Matrices, and Heavy-Tailed Data
Christopher Howard, Hayden Jananthan, Jeremy Kepner
With the Internet a central component of modern society, entire industries and fields have developed both in support and against cybersecurity. For cyber operators to best understa…
Algebraic Conditions on One-Step Breadth-First Search
Emma Fu, Hayden Jananthan, Jeremy Kepner
The GraphBLAS community has demonstrated the power of linear algebra-leveraged graph algorithms, such as matrix-vector products for breadth-first search (BFS) traversals. This pape…
Mapping of Internet "Coastlines" via Large Scale Anonymized Network Source Correlations
Hayden Jananthan, Jeremy Kepner, Michael Jones +25
Expanding the scientific tools available to protect computer networks can be aided by a deeper understanding of the underlying statistical distributions of network traffic and thei…