3 papers
cs.DC2024
Parallel -Core Decomposition with Batched Updates and Asynchronous Reads
Quanquan C. Liu, Julian Shun, Igor Zablotchi
Maintaining a dynamic -core decomposition is an important problem that identifies dense subgraphs in dynamically changing graphs. Recent work by Liu et al. [SPAA 2022] presents…
cs.DC2023
Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC
Junyi Liu, Aleksandar Dragojevic, Shane Flemming +6
In-memory ordered key-value stores are an important building block in modern distributed applications. We present Honeycomb, a hybrid software-hardware system for accelerating read…
cs.LG2023
Cliff-Learning
Tony T. Wang, Igor Zablotchi, Nir Shavit +1
We study the data-scaling of transfer learning from foundation models in the low-downstream-data regime. We observe an intriguing phenomenon which we call cliff-learning. Cliff-lea…