Computing in the dark silicon era: Current trends and research challenges
M Shafique, S Garg - IEEE Design & Test, 2016 - ieeexplore.ieee.org
Computing in the Dark Silicon Era: Current Trends and Research Challenges Page 1 2168-2356
(c) 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE …
(c) 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE …
Optimus prime: Accelerating data transformation in servers
Modern online services are shifting away from monolithic applications to loosely-coupled
microservices because of their improved scalability, reliability, programmability and …
microservices because of their improved scalability, reliability, programmability and …
Stretch: Balancing qos and throughput for colocated server workloads on smt cores
A Margaritov, S Gupta… - … Symposium on High …, 2019 - ieeexplore.ieee.org
In a drive to maximize resource utilization, today's datacenters are moving to colocation of
latency-sensitive and batch workloads on the same server. State-of-the-art deployments …
latency-sensitive and batch workloads on the same server. State-of-the-art deployments …
Equinox: Training (for free) on a custom inference accelerator
M Drumond, L Coulon, A Pourhabibi… - MICRO-54: 54th Annual …, 2021 - dl.acm.org
DNN inference accelerators executing online services exhibit low average loads because of
service demand variability, leading to poor resource utilization. Unfortunately, reclaiming …
service demand variability, leading to poor resource utilization. Unfortunately, reclaiming …
Near-memory data services
This column introduces seven invited position papers about the challenges and
opportunities in near-data processing." Near-Memory Data Services" by Babak Falsafi," …
opportunities in near-data processing." Near-Memory Data Services" by Babak Falsafi," …
Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or not?
Cloud Computing aims to efficiently tackle the increasing demand of computing resources,
and its popularity has led to a dramatic increase in the number of computing servers and …
and its popularity has led to a dramatic increase in the number of computing servers and …
Optimal performance-aware cooling on enterprise servers
Datacenters house massive databases and applications to provide business decision
support and cloud services where commercial success is contingent on timely responses …
support and cloud services where commercial success is contingent on timely responses …
When parallel speedups hit the memory wall
AFA Furtunato, K Georgiou, K Eder… - IEEE …, 2020 - ieeexplore.ieee.org
After Amdahl's trailblazing work, many other authors proposed analytical speedup models
but none have considered the limiting effect of the memory wall. These models exploited …
but none have considered the limiting effect of the memory wall. These models exploited …
Towards performance and reliability-efficient computing in the dark silicon era
This paper discusses the power density and temperature induced issues in modern on-chip
systems due to the high integration density and roadblock on the voltage scaling. First, the …
systems due to the high integration density and roadblock on the voltage scaling. First, the …
Can beyond-cmos devices illuminate dark silicon?
Can beyond-CMOS devices illuminate dark silicon? Page 1 60 COMMUNICATIONS OF THE
ACM | SEPTEMBER 2018 | VOL. 61 | NO. 9 contributed articles IMA GE B Y ANDRIJ BOR YS A …
ACM | SEPTEMBER 2018 | VOL. 61 | NO. 9 contributed articles IMA GE B Y ANDRIJ BOR YS A …