ISP Agent: A Generalized In-storage-processing Workload Offloading Framework by Providing Multiple Optimization Opportunities
As solid-state drives (SSDs) with sufficient computing power have recently become the
dominant devices in modern computer systems, in-storage processing (ISP), which …
dominant devices in modern computer systems, in-storage processing (ISP), which …
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics
This article presents a family of computational storage drives (CSDs) and demonstrates their
performance and power improvements due to in-storage processing (ISP) when running big …
performance and power improvements due to in-storage processing (ISP) when running big …
KV-CSD: A Hardware-Accelerated Key-Value Store for Data-Intensive Applications
I Park, Q Zheng, D Manno, S Yang… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Popular software key-value stores such as LevelDB and RocksDB are often tailored for
efficient writing. Yet, they tend to also perform well on read operations. This is because while …
efficient writing. Yet, they tend to also perform well on read operations. This is because while …
Towards Performance-Aware Allocation for Accelerated Machine Learning on GPU-SSD Systems
A Gundawar, E Chung, H Kim - arXiv preprint arXiv:2412.04569, 2024 - arxiv.org
The exponential growth of data-intensive machine learning workloads has exposed
significant limitations in conventional GPU-accelerated systems, especially when processing …
significant limitations in conventional GPU-accelerated systems, especially when processing …
BTS: Exploring Effects of Background Task-Aware Scheduling for Key-Value CSDs
Y Park, CG Lee, S Lee, I Park, S Yang… - 2022 IEEE/ACM …, 2022 - ieeexplore.ieee.org
A computational storage device (CSD) using Intel SPDK guarantees low latency and high
throughput. The CSD must aid background tasks for the storage service applications …
throughput. The CSD must aid background tasks for the storage service applications …
Computation-communication co-optimization in the era of networked embedded devices DISSERTATION
SA Razavi - 2022 - search.proquest.com
Nowadays, networked embedded systems are widely being used. These systems are
consisted of multiple embedded devices connected through wired or wireless network to …
consisted of multiple embedded devices connected through wired or wireless network to …