A modern primer on processing in memory
Modern computing systems are overwhelmingly designed to move data to computation. This
design choice goes directly against at least three key trends in computing that cause …
design choice goes directly against at least three key trends in computing that cause …
Processing data where it makes sense: Enabling in-memory computation
Today's systems are overwhelmingly designed to move data to computation. This design
choice goes directly against at least three key trends in systems that cause performance …
choice goes directly against at least three key trends in systems that cause performance …
All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives
As we are in the age of ubiquitous computing and communication, the need to provide safety
and security for such systems is more urgent than ever. Research works of cryptography …
and security for such systems is more urgent than ever. Research works of cryptography …
Memtis: Efficient memory tiering with dynamic page classification and page size determination
The evergrowing memory demand fueled by datacenter workloads is the driving force
behind new memory technology innovations (eg, NVM, CXL). Tiered memory is a promising …
behind new memory technology innovations (eg, NVM, CXL). Tiered memory is a promising …
Telekine: Secure computing with cloud {GPUs}
GPUs have become ubiquitous in the cloud due to the dramatic performance gains they
enable in domains such as machine learning and computer vision. However, offloading …
enable in domains such as machine learning and computer vision. However, offloading …
MGPUSim: Enabling multi-GPU performance modeling and optimization
The rapidly growing popularity and scale of data-parallel workloads demand a
corresponding increase in raw computational power of Graphics Processing Units (GPUs) …
corresponding increase in raw computational power of Graphics Processing Units (GPUs) …
The art of balance: a RateupDB™ experience of building a CPU/GPU hybrid database product
R Lee, M Zhou, C Li, S Hu, J Teng, D Li… - Proceedings of the VLDB …, 2021 - dl.acm.org
GPU-accelerated database systems have been studied for more than 10 years, ranging from
prototyping development to industry products serving in multiple domains of data …
prototyping development to industry products serving in multiple domains of data …
Batch-aware unified memory management in GPUs for irregular workloads
While unified virtual memory and demand paging in modern GPUs provide convenient
abstractions to programmers for working with large-scale applications, they come at a …
abstractions to programmers for working with large-scale applications, they come at a …
A framework for memory oversubscription management in graphics processing units
C Li, R Ausavarungnirun, CJ Rossbach… - Proceedings of the …, 2019 - dl.acm.org
Modern discrete GPUs support unified memory and demand paging. Automatic
management of data movement between CPU memory and GPU memory dramatically …
management of data movement between CPU memory and GPU memory dramatically …
Mask: Redesigning the gpu memory hierarchy to support multi-application concurrency
R Ausavarungnirun, V Miller, J Landgraf… - ACM SIGPLAN …, 2018 - dl.acm.org
Graphics Processing Units (GPUs) exploit large amounts of threadlevel parallelism to
provide high instruction throughput and to efficiently hide long-latency stalls. The resulting …
provide high instruction throughput and to efficiently hide long-latency stalls. The resulting …