Failure Tolerant Training With Persistent Memory Disaggregation Over CXL
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Micro"
DOI: 10.1109/mm.2023.3237548
Abstract: This article proposes TrainingCXL that can efficiently process large-scale recommendation datasets in the pool of disaggregated memory while making training fault tolerant with low overhead. To this end, we integrate persistent memory (PMEM) and graphics… read more here.
Keywords: tolerant training; training; cxl; persistent memory ... See more keywords
Dapper: An Adaptive Manager for Large-Capacity Persistent Memory
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2019.2899836
Abstract: In-memory computing has inspired researchers to consider integrating large-capacity persistent memory (PM) into the main memory subsystem. However, several challenges still remain for providing an integration approach for DRAM-comparable PM on existing enterprise servers. Current… read more here.
Keywords: large capacity; memory; based model; capacity persistent ... See more keywords
PMLiteDB: Streamlining Access Paths for High-Performance Persistent Memory Document Database Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2022.3224372
Abstract: The advent of byte-addressable persistent memory opens an important opportunity for document databases to read and write durable data fetching them into DRAM. Reaping the benefit of persistent memory is not straightforward, as existing document… read more here.
Keywords: memory document; document database; persistent memory; memory ... See more keywords
PM-AIO: An Effective Asynchronous I/O System for Persistent Memory
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3109047
Abstract: Due to the expected near DRAM performance, popular async I/O systems are disabled on local persistent memory (PM) file systems, which instead use the pseudo-async I/O path (namely the sync one), to serve async I/O… read more here.
Keywords: mml math; mml mml; tex math; inline formula ... See more keywords
Lewat: A Lightweight, Efficient, and Wear-Aware Transactional Persistent Memory System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2020.3028385
Abstract: Emerging non-volatile memory (also termed as persistent memory, PM) technologies promise persistence, byte-addressability, and DRAM-like read/write latency. A proliferation of persistent memory systems have been proposed to leverage PM for fast data persistence and expose… read more here.
Keywords: wear aware; system; memory; persistent memory ... See more keywords