Ravi Nair

Publication Activity (10 Years)

Years Active: 1982-2021
Publications (10 Years): 7

Top Topics

Granger Causality

Data Processing

Multivariate Time Series

Top Venues

IBM J. Res. Dev.

Publications

Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik Altman
Tabular Transformers for Modeling Multivariate Time Series. ICASSP (2021)
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik Altman
Tabular Transformers for Modeling Multivariate Time Series. CoRR (2020)
Matthew Arnold, Rachel K. E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, David Piorkowski, Darrell Reimer, John T. Richards, Jason Tsay, Kush R. Varshney
FactSheets: Increasing trust in AI services through supplier's declarations of conformity. IBM J. Res. Dev. 63 (4/5) (2019)
Michael Hind, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, Kush R. Varshney
Increasing Trust in AI Services through Supplier's Declarations of Conformity. CoRR (2018)
Ravi Nair, S. Gupta
Wildfire: Approximate synchronization of parameters in distributed deep learning. IBM J. Res. Dev. 61 (4-5) (2017)
Babak Falsafi, Mircea Stan, Kevin Skadron, Nuwan Jayasena, Yunji Chen, Jinhua Tao, Ravi Nair, Jaime H. Moreno, Naveen Muralimanohar, Karthikeyan Sankaralingam, Cristian Estan
Near-Memory Data Services. IEEE Micro 36 (1) (2016)
Ankur Agrawal, Jungwook Choi, Kailash Gopalakrishnan, Suyog Gupta, Ravi Nair, Jinwook Oh, Daniel A. Prener, Sunil Shukla, Vijayalakshmi Srinivasan, Zehra Sura
Approximate computing: Challenges and opportunities. ICRC (2016)
Zehra Sura, Arpith C. Jacob, Tong Chen, Bryan S. Rosenburg, Olivier Sallenave, Carlo Bertolli, Samuel Antao, José R. Brunheroto, Yoonho Park, Kevin O'Brien, Ravi Nair
Data access optimization in a processing-in-memory system. Conf. Computing Frontiers (2015)
Ravi Nair
Evolution of Memory Architecture. Proc. IEEE 103 (8) (2015)
Arpith C. Jacob, Ravi Nair, Alexandre E. Eichenberger, Samuel Antão, Carlo Bertolli, Tong Chen, Zehra Sura, Kevin O'Brien, Michael Wong
Exploiting Fine- and Coarse-Grained Parallelism Using a Directive Based Approach. IWOMP (2015)
Arpith C. Jacob, Ravi Nair, Tong Chen, Zehra Sura, Changhoan Kim, Carlo Bertolli, Samuel Antão, Kevin O'Brien
Progressive Codesign of an Architecture and Compiler Using a Proxy Application. SBAC-PAD (2015)
Ravi Nair
Big data needs approximate computing: technical perspective. Commun. ACM 58 (1) (2015)
Ravi Nair, Samuel Antão, Carlo Bertolli, Pradip Bose, José R. Brunheroto, Tong Chen, Chen-Yong Cher, Carlos H. A. Costa, J. Doi, Constantinos Evangelinos, Bruce M. Fleischer, Thomas W. Fox, Diego S. Gallo, Leopold Grinberg, John A. Gunnels, Arpith C. Jacob, P. Jacob, Hans M. Jacobson, Tejas Karkhanis, C. Kim, Jaime H. Moreno, John K. O'Brien, Martin Ohmacht, Yoonho Park, Daniel A. Prener, Bryan S. Rosenburg, Kyung Dong Ryu, Olivier Sallenave, Mauricio J. Serrano, P. D. M. Siegl, Krishnan Sugavanam, Zehra Sura
Active Memory Cube: A processing-in-memory architecture for exascale systems. IBM J. Res. Dev. 59 (2/3) (2015)
Rajeev Balasubramonian, Jichuan Chang, Troy Manning, Jaime H. Moreno, Richard Murphy, Ravi Nair, Steven Swanson
Near-Data Processing: Insights from a MICRO-46 Workshop. IEEE Micro 34 (4) (2014)
Alfred J. Park, Cheng-Hong Li, Ravi Nair, Nobuyuki Ohba, Uzi Shvadron, Ayal Zaks, Eugen Schenfeld
Towards flexible exascale stream processing system simulation. Simul. 88 (7) (2012)
Lakshminarayanan Renganarayana, Vijayalakshmi Srinivasan, Ravi Nair, Daniel A. Prener
Programming with relaxed synchronization. RACES@SPLASH (2012)
Alfred J. Park, Cheng-Hong Li, Ravi Nair, Nobuyuki Ohba, Uzi Shvadron, Ayal Zaks, Eugen Schenfeld
Flow: A Stream Processing System Simulator. PADS (2010)
Ravi Nair
Models for energy-efficient approximate computing. ISLPED (2010)
Alan Gara, Ravi Nair
Exascale computing: What future architectures will mean for the user community. PARCO (2009)
James E. Smith, Ravi Nair
The Architecture of Virtual Machines. Computer 38 (5) (2005)
Harold W. Cain, Mikko H. Lipasti, Ravi Nair
Constraint Graph Analysis of Multithreaded Programs. J. Instr. Level Parallelism 6 (2004)
Harold W. Cain, Mikko H. Lipasti, Ravi Nair
Constraint Graph Analysis of Multithreaded Programs. IEEE PACT (2003)
Ravi Nair
Effect of increasing chip density on the evolution of computer architectures. IBM J. Res. Dev. 46 (2-3) (2002)
Ravi Nair, Martin E. Hopkins
Exploiting Instruction Level Parallelism in Processors by Caching Scheduled Groups. ISCA (1997)
Pradeep K. Dubey, Ravi Nair
Profile-Driven Generation of Trace Samples. ICCD (1996)
Ravi Nair
Profiling IBM RS/6000 Applications. Int. J. Comput. Simul. 6 (1) (1996)
Ravi Nair
Optimal 2-Bit Branch Predictors. IEEE Trans. Computers 44 (5) (1995)
Ravi Nair
Dynamic path-based branch correlation. MICRO (1995)
Lawrence Rauchwerger, Pradeep K. Dubey, Ravi Nair
Measuring limits of parallelism and characterizing its vulnerability to resource constraints. MICRO (1993)
Ravi Nair, Vivek Chickermane, Ray Chamberlain
Restructuring VLSI layout representations for efficiency. EURO-DAC (1991)
Ravi Nair, C. Leonard Berman, Peter S. Hauge, Ellen J. Yoffa
Generation of performance constraints for layout. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 8 (8) (1989)
André Stauffer, Ravi Nair
Optimal CMOS cell transistor placement: a relaxation approach. ICCAD (1988)
C. Andrew Neff, Ravi Nair
A Ranking Algorithm for MOS Circuit Layouts. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 (1) (1987)
Ravi Nair
A Simple Yet Effective Technique for Global Wiring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 (2) (1987)
Ravi Nair, Se June Hong, Sandy Liles, Ray Villani
Global wiring on a wire routing machine. DAC (1982)