In this article, we survey existing academic and commercial efforts to provide Field- Programmable Gate Array (FPGA) acceleration in datacenters and the cloud. The goal is a …
D Du, Q Liu, X Jiang, Y Xia, B Zang… - Proceedings of the 27th …, 2022 - dl.acm.org
Existing serverless computing platforms are built upon homogeneous computers, limiting the function density and restricting serverless computing to limited scenarios. We introduce …
Programmable data plane technologies enable the systematic reconfiguration of the low- level processing steps applied to network packets and are key drivers toward realizing the …
The network interface cards (NICs) of modern computers are changing to adapt to faster data rates and to help with the scaling issues of general-purpose CPU technologies. Among …
AMC Deiana, N Tran, J Agar, M Blott… - Frontiers in big …, 2022 - frontiersin.org
In this community review report, we discuss applications and techniques for fast machine learning (ML) in science—the concept of integrating powerful ML methods into the real-time …
Big data applications often incur large costs in I/O, data transfer and copying overhead, especially when operating in cloud environments. Since most such computations are …
JT Humphries, N Natu, A Chaugule, O Weisse… - Proceedings of the …, 2021 - dl.acm.org
We present ghOSt, our infrastructure for delegating kernel scheduling decisions to userspace code. ghOSt is designed to support the rapidly evolving needs of our data center …
Distributed in-memory key-value (KV) stores are embracing the disaggregated memory (DM) architecture for higher resource utilization. However, existing KV stores on DM employ …