272 citations · 478 across the 44 of their papers we have counts for
5 papers · 1 filter
Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud
Vijay Gadepally, Jeremy Kepner, Lauren Milechin +14
Detecting anomalous behavior in network traffic is a major challenge due to the volume and velocity of network traffic. For example, a 10 Gigabit Ethernet connection can generate o…
Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer
Michael Jones, Jeremy Kepner, Bradley Orchard +16
Simulation, machine learning, and data analysis require a wide range of software which can be dependent upon specific operating systems, such as Microsoft Windows. Running this sof…
Measuring the Impact of Spectre and Meltdown
Andrew Prout, William Arcand, David Bestor +15
The Spectre and Meltdown flaws in modern microprocessors represent a new class of attacks that have been difficult to mitigate. The mitigations that have been proposed have known p…
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis
Albert Reuther, Jeremy Kepner, Chansup Byun +15
Interactive massively parallel computations are critical for machine learning and data analysis. These computations are a staple of the MIT Lincoln Laboratory Supercomputing Center…
Design, Generation, and Validation of Extreme Scale Power-Law Graphs
Jeremy Kepner, Siddharth Samsi, William Arcand +18
Massive power-law graphs drive many fields: metagenomics, brain mapping, Internet-of-things, cybersecurity, and sparse machine learning. The development of novel algorithms and sys…