3 papers
cs.LG2026
The Pitfalls of KV Cache Compression
Alex Chen, Renato Geh, Aditya Grover +2
KV cache compression promises increased throughput and efficiency with negligible loss in performance. While the gains in throughput are indisputable and recent literature has inde…
cs.DC2026
FPTC: A Fast Parallel Transform-based Codec for Efficient Asymmetric Signal Compression
Ben Mechels, Ryan Billmeyer, Alexander Chen +2
Modern high-performance computing and Internet-of-Things deployments increasingly generate large volumes of signal data that must be compressed efficiently on resource-constrained…
cs.DC2025
iOS as Acceleration
Alexander K. Chen
Practical utilization of large-scale machine learning requires a powerful compute setup, a necessity which poses a significant barrier to engagement with such artificial intelligen…