The current wave of advances in Deep Learning (DL) has led to many exciting challenges and opportunities for Computer Science and Artificial Intelligence researchers alike. Modern DL frameworks like Caffe2, TensorFlow, Cognitive Toolkit (CNTK), PyTorch, and several others have emerged
Call for participation in ML Benchmarking tutorial at ISCA 2019!
Come learn about MLPerf.org, MLModelScope, TBD, and more! The current landscape of Machine Learning (ML) and Deep Learning (DL) is rife with non-uniform models, frameworks, and system stacks. It lacks standard tools and methodologies to evaluate and profile models or
ISCA 2019 Tutorial: “Methods for Characterization and Analysis of Voltage Margins in Multicore Processors”
Conservative design margins in modern multicore CPU chips aim to guarantee correct execution of the software layers of computing system under various operating conditions, such as worst-case voltage noise (Ldi/dt), and accounting for the inherent variability among different cores of
Call for Papers: [Extended Deadline] Workshop on AI-assisted Design for Architecture (AIDArc-2) @ ISCA’19
The 2nd International Workshop on AI-assisted Design for Architecture (AIDArc 2019), in conjunction with ISCA’19 Given the success of AIDArc 2018 and the significantly increased interest in utilizing AI to improve computer architecture in the past year, we are thrilled
PyMTL Tutorial @ ISCA’19
PyMTL Tutorial: A Next-Generation Python-Based Framework for Hardware Generation, Simulation, and Verification Co-Located with the 46th Int’l Symp. on Computer Architecture Saturday, June 22nd, 2019 Phoenix, Arizona https://www.csl.cornell.edu/pymtl2019 The purpose of this tutorial is to introduce the computer architecture research
SIGARCH Visioning Workshop: Agile and Open Hardware for Next-Generation Computing
Overview: A Golden Age. Moore’s Law, after transforming our world for more than 50 years, has finally started to slow down. John Hennessy and David Patterson welcomed this trend in their Turing Award lecture as this slowdown will bring about
Call for Participation: Register for ISCA-2019
ISCA-2019 will be co-located with FCRC-2019 (https://fcrc.acm.org/), with Geoffrey Hinton and Yann LeCun to deliver the Turing Lecture. The conference also features a series of plenary speakers. The main conference program for ISCA-2019 is available at https://iscaconf.org/isca2019/program.html. The early registration deadline
NPC 2019 – Call for papers
CALL FOR PAPERS NPC 2019 The 16th Annual IFIP International Conference on Network and Parallel Computing http://epcc.sjtu.edu.cn/npc2019/ August 22 – August 24,2019 Hohhot, Inner Mongolia, China *************************************************************************** *************************************************************************** High Performance Computing and Big Data are two main areas where NPC
WAX 2019 (@PLDI) Call for Participation
Call for Participation WAX is a workshop on approximate computing, a research direction that asks how computer systems can be made better—faster, more efficient, and less complex—by relaxing the requirement that they be exactly correct. Approximation arises from sources as
IEEE MICRO Special Issue on Monolithic 3D Architectures
Call for Papers: IEEE MICRO Special Issue on Monolithic 3D Architectures Going vertical is a promising option to continue density scaling beyond traditional transistor scaling. The initial wave of three-dimensional architectures have focused on connecting stacked chip layers by