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cs.DC2020
Guiding Optimizations with Meliora: A Deep Walk down Memory Lane
Kewen Meng, Boyana Norris
Performance models can be very useful for understanding the behavior of applications and hence can help guide design and optimization decisions. Unfortunately, performance modeling…
cs.DC2020
Distributed-Memory Vertex-Centric Network Embedding for Large-Scale Graphs
Sara Riazi, Boyana Norris
Network embedding is an important step in many different computations based on graph data. However, existing approaches are limited to small or middle size graphs with fewer than a…