Sriram Sankar

70 papers A* 4A 7B 5C 1Journal 24Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking.
CoRR
Lars Hertel, Gaurav Srivastava, Syed Ali Naqvi, Satyam Kumar, Yue Zhang, Borja Ocejo, Benjamin Zelditch, Adrian Englhardt, Hailing Cheng, Andy Hu, Antonio Alonso, Daming Li, Siddharth Dangi, Chen Zhu, Mingzhou Zhou, Wanning Li, Tao Huang, Fedor Borisyuk, Ganesh Parameswaran, Birjodh Singh Tiwana, Sriram Sankar, Qing Lan, Julie Choi, Souvik Ghosh
2026 J jnl
Composer 2 Technical Report.
CoRR
Aaron Chan, Ahmed Shalaby, Alexander Wettig, Aman Sanger, Andrew Zhai, Anurag Ajay, Ashvin Nair, Charlie Snell, Chen Lu, Chen Shen, Emily Jia, Federico Cassano, Hanpeng Liu, Haoyu Chen, Henry Wildermuth, Jacob Jackson, Janet Li, Jediah Katz, Jiajun Yao, Joey Hejna, Josh Warner, Julius Vering, Kevin Frans, Lee Danilek, Less Wright, Lujing Cen, Luke Melas-Kyriazi, Michael Truell, Michiel de Jong, Naman Jain, Nate Schmidt, Nathan Wang, Niklas Muennighoff, Oleg Rybkin, Paul Loh, Phillip Kravtsov, Rishabh Yadav, Sahil Shah, Sam Kottler, Alexander M. Rush, Shengtong Zhang, Shomil Jain, Sriram Sankar, Stefan Heule, Stuart H. Sul, Sualeh Asif, Victor Rong, Wanqi Zhu, William Lin, Yuchen Wu, Yuri Volkov, Yury Zemlyanskiy, Zack Holbrook, Zhiyuan Zhang
2026 J jnl
Phoebe: Measuring the Unmeasurable - Demystifying Silent Data Corruptions in AI Accelerators Through Microarchitectural Modeling.
IEEE Micro
Odysseas Chatzopoulos, Maria Trakosa, Harish Dattatraya Dixit, Sriram Sankar, Dimitris Gizopoulos
2026 A* conf
PinDrop: Breaking the Silence on SDCs in a Large-Scale Fleet.
HPCA
Peter W. Deutsch, Harish Dattatraya Dixit, Gautham Vunnam, Carl Moran, Eleanor Ozer, Sriram Sankar
2026 — conf
SEVI: Silent Data Corruption of Vector Instructions in Hyper-Scale Datacenters.
ASPLOS (2)
Yixuan Mei, Shreya Varshini, Harish Dattatraya Dixit, Sriram Sankar, K. V. Rashmi
2025 A conf
From Gates to SDCs: Understanding Fault Propagation Through the Compute Stack.
DATE
Odysseas Chatzopoulos, George Papadimitriou, Dimitris Gizopoulos, Harish Dattatraya Dixit, Sriram Sankar
2025 — conf
Hardware Sentinel: Protecting Software Applications from Hardware Silent Data Corruptions.
ASPLOS (2)
Rhea Dutta, Harish Dattatraya Dixit, Rik van Riel, Gautham Vunnam, Sriram Sankar
2025 A conf
Understanding Recommendation System Robustness Against Silent Data Corruption: An Empirical Study.
ISSRE
Dongning Ma, Xun Jiao, Fan Fred Lin, Daniel Moore, Sriram Sankar
2025 A* conf
Veritas - Demystifying Silent Data Corruptions: μArch-Level Modeling and Fleet Data of Modern x86 CPUs.
HPCA
Odysseas Chatzopoulos, Nikos Karystinos, George Papadimitriou, Dimitris Gizopoulos, Harish Dattatraya Dixit, Sriram Sankar
2024 — conf
Dr. DNA: Combating Silent Data Corruptions in Deep Learning using Distribution of Neuron Activations.
ASPLOS (3)
Dongning Ma, Fan Fred Lin, Alban Desmaison, Joel Coburn, Daniel Moore, Sriram Sankar, Xun Jiao
2024 J jnl
PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability Against Parameter Corruptions.
CoRR
Xun Jiao, Fan Fred Lin, Harish Dattatraya Dixit, Joel Coburn, Abhinav Pandey, Han Wang, Venkat Ramesh, Jianyu Huang, Wang Xu, Daniel Moore, Sriram Sankar
2024 B conf
Silent Data Corruptions in Computing Systems: Early Predictions and Large-Scale Measurements.
ETS
Dimitris Gizopoulos, George Papadimitriou, Odysseas Chatzopoulos, Nikos Karystinos, Harish Dattatraya Dixit, Sriram Sankar
2023 A conf
Brief Industry Paper: Evaluating Robustness of Deep Learning-Based Recommendation Systems Against Hardware Errors: A Case Study.
RTSS
Xun Jiao, Fan Fred Lin, Matt Xiao, Alban Desmaison, Daniel Moore, Sriram Sankar
2023 J jnl
Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors.
CoRR
Dongning Ma, Xun Jiao, Fan Fred Lin, Mengshi Zhang, Alban Desmaison, Thomas Sellinger, Daniel Moore, Sriram Sankar
2023 C conf
Silent Data Corruptions: The Stealthy Saboteurs of Digital Integrity.
IOLTS
George Papadimitriou, Dimitris Gizopoulos, Harish Dattatraya Dixit, Sriram Sankar
2022 J jnl
Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults.
CoRR
Xun Jiao, Ruixuan Wang, Fan Fred Lin, Daniel Moore, Sriram Sankar
2022 J jnl
Detecting silent data corruptions in the wild.
CoRR
Harish Dattatraya Dixit, Laura Boyle, Gautham Vunnam, Sneha Pendharkar, Matt Beadon, Sriram Sankar
2021 — conf
Near-Realtime Server Reboot Monitoring and Root Cause Analysis in a Large-Scale System.
DSN (Supplements)
Fan Fred Lin, Bhargav Bolla, Eric Pinkham, Neil Kodner, Daniel Moore, Amol Desai, Sriram Sankar
2021 J jnl
Silent Data Corruptions at Scale.
CoRR
Harish Dattatraya Dixit, Sneha Pendharkar, Matt Beadon, Chris Mason, Tejasvi Chakravarthy, Bharath Muthiah, Sriram Sankar
2020 — conf
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment.
SIGMETRICS (Abstracts)
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2020 J jnl
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment.
Proc. ACM Meas. Anal. Comput. Syst.
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2020 B conf
Optimizing Interrupt Handling Performance for Memory Failures in Large Scale Data Centers.
ICPE
Harish Dattatraya Dixit, Fan Fred Lin, Bill Holland, Matt Beadon, Zhengyu Yang, Sriram Sankar
2020 — conf
Predicting Remediations for Hardware Failures in Large-Scale Datacenters.
DSN (Supplements)
Fan Fred Lin, Antonio Davoli, Imran Akbar, Sukumar Kalmanje, Leandro Silva, John Stamford, Yanai Golany, Jim Piazza, Sriram Sankar
2019 J jnl
CapNet: Exploiting Wireless Sensor Networks for Data Center Power Capping.
ACM Trans. Sens. Networks
Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha
2019 J jnl
Fast Dimensional Analysis for Root Cause Investigation in Large-Scale Service Environment.
CoRR
Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
2018 — conf
Hardware Remediation at Scale.
DSN Workshops
Fan Fred Lin, Matt Beadon, Harish Dattatraya Dixit, Gautham Vunnam, Amol Desai, Sriram Sankar
2016 A conf
Environmental Conditions and Disk Reliability in Free-cooled Datacenters.
FAST
Ioannis Manousakis, Sriram Sankar, Gregg McKnight, Thu D. Nguyen, Ricardo Bianchini
2016 — conf
Environmental Conditions and Disk Reliability in Free-cooled Datacenters.
USENIX ATC
Ioannis Manousakis, Sriram Sankar, Gregg McKnight, Thu D. Nguyen, Ricardo Bianchini
2015 — conf
CoolProvision: underprovisioning datacenter cooling.
SoCC
Ioannis Manousakis, Iñigo Goiri, Sriram Sankar, Thu D. Nguyen, Ricardo Bianchini
2014 A conf
CapNet: A Real-Time Wireless Management Network for Data Center Power Capping.
RTSS
Abusayeed Saifullah, Sriram Sankar, Jie Liu, Chenyang Lu, Ranveer Chandra, Bodhi Priyantha
2014 — conf
Power availability provisioning in large data centers.
Conf. Computing Frontiers
Sriram Sankar, David Gauthier, Sudhanva Gurumurthi
2014 J jnl
Soft Failures in Large Datacenters.
IEEE Comput. Archit. Lett.
Sriram Sankar, Sudhanva Gurumurthi
2013 J jnl
Datacenter Scale Evaluation of the Impact of Temperature on Hard Disk Drive Failures.
ACM Trans. Storage
Sriram Sankar, Mark Shaw, Kushagra Vaid, Sudhanva Gurumurthi
2013 J jnl
The need for speed and stability in data center power capping.
Sustain. Comput. Informatics Syst.
Arka Aloke Bhattacharya, David E. Culler, Aman Kansal, Sriram Govindan, Sriram Sankar
2013 J jnl
Unicorn: A System for Searching the Social Graph.
Proc. VLDB Endow.
Michael Curtiss, Iain Becker, Tudor Bosman, Sergey Doroshenko, Lucian Grijincu, Tom Jackson, Sandhya Kunnatur, Søren B. Lassen, Philip Pronin, Sriram Sankar, Guanghao Shen, Gintaras Woss, Chao Yang, Ning Zhang
2012 J jnl
Decoupling Datacenter Storage Studies from Access to Large-Scale Applications.
IEEE Comput. Archit. Lett.
Christina Delimitrou, Sriram Sankar, Kushagra Vaid, Christos Kozyrakis
2012 — conf
ECHO: Recreating network traffic maps for datacenters with tens of thousands of servers.
IISWC
Christina Delimitrou, Sriram Sankar, Aman Kansal, Christos Kozyrakis
2012 — conf
The need for speed and stability in data center power capping.
IGCC
Arka Aloke Bhattacharya, David E. Culler, Aman Kansal, Sriram Govindan, Sriram Sankar
2011 — conf
Collaborative acquisition of multi-view face images in real-time using a wireless camera network.
ICDSC
Srikanth Parupati, Rohith Bakkannagari, Sriram Sankar, Vinod Kulathumani
2011 — conf
Decoupling datacenter studies from access to large-scale applications: A modeling approach for storage workloads.
IISWC
Christina Delimitrou, Sriram Sankar, Kushagra Vaid, Christos Kozyrakis
2011 J jnl
Energy-delay based provisioning for large datacenters: an energy-efficient and cost optimal approach (abstracts only).
SIGMETRICS Perform. Evaluation Rev.
Sriram Sankar, Kushagra Vaid, Harry Rogers
2011 B conf
Energy-delay based provisioning for large datacenters: an energy-efficient and cost optimal approach.
ICPE
Sriram Sankar, Kushagra Vaid, Harry Rogers
2011 A conf
Impact of temperature on hard disk drive reliability in large datacenters.
DSN
Sriram Sankar, Mark Shaw, Kushagra Vaid
2011 B conf
Storage I/O generation and replay for datacenter applications.
ISPASS
Christina Delimitrou, Sriram Sankar, Kushagra Vaid, Christos Kozyrakis
2011 — conf
Time and Cost-Efficient Modeling and Generation of Large-Scale TPCC/TPCE/TPCH Workloads.
TPCTC
Christina Delimitrou, Sriram Sankar, Badriddine M. Khessib, Kushagra Vaid, Christos Kozyrakis
2010 — conf
Addressing the stranded power problem in datacenters using storage workload characterization.
WOSP/SIPEW
Sriram Sankar, Kushagra Vaid
2010 J jnl
Server Engineering Insights for Large-Scale Online Services.
IEEE Micro
Christoforos E. Kozyrakis, Aman Kansal, Sriram Sankar, Kushagra Vaid
2010 — conf
Using Solid State Drives as a Mid-Tier Cache in Enterprise Database OLTP Applications.
TPCTC
Badriddine M. Khessib, Kushagra Vaid, Sriram Sankar, Chengliang Zhang
2009 — conf
Measuring Database Performance in Online Services: A Trace-Based Approach.
TPCTC
Swaroop Kavalanekar, Dushyanth Narayanan, Sriram Sankar, Eno Thereska, Kushagra Vaid, Bruce L. Worthington
2009 J jnl
Sensitivity-Based Optimization of Disk Architecture.
IEEE Trans. Computers
Sriram Sankar, Yan Zhang, Sudhanva Gurumurthi, Mircea R. Stan
2009 — conf
Storage characterization for unstructured data in online services applications.
IISWC
Sriram Sankar, Kushagra Vaid
2009 J jnl
Using Intradisk Parallelism to Build Energy-Efficient Storage Systems.
IEEE Micro
Sudhanva Gurumurthi, Sriram Sankar, Mircea R. Stan
2008 A* conf
Intra-disk Parallelism: An Idea Whose Time Has Come.
ISCA
Sriram Sankar, Sudhanva Gurumurthi, Mircea R. Stan
2008 B conf
Sensitivity Based Power Management of Enterprise Storage Systems.
MASCOTS
Sriram Sankar, Sudhanva Gurumurthi, Mircea R. Stan
1999 — conf
Tools for Integrating Formal Methods in to the Java Software Development Process (Invited Talk).
FMOODS
Sriram Sankar
1996 J jnl
Fifth California software symposium.
ACM SIGSOFT Softw. Eng. Notes
Pankaj K. Garg, Sriram Sankar
1996 — conf
Introducing Formal Methods to Software Engineers Through OMG's COBRA Environment and Interface Definition Language.
AMAST
Sriram Sankar
1996 A conf
Structural Specification-Based Testing with ADL.
ISSTA
Juei Chang, Debra J. Richardson, Sriram Sankar
1994 — conf
ADL - An Interface Definition Language for Specifying and Testing Software.
Workshop on Interface Definition Languages
Sriram Sankar, Roger Hayes
1993 J jnl
Concurrent Runtime Monitoring of Formally Specified Programs.
Computer
Sriram Sankar, Manas Mandal
1993 — conf
The Application of Formal Specifications to Software Documentation and Debugging.
AADEBUG
Anoop Goyal, Sriram Sankar
1991 A* conf
Exploiting Locality in Maintaining Potential Causality.
PODC
Sigurd Meldal, Sriram Sankar, James Vera
1991 — conf
Run-Time Consistency Checking of Algebraic Specifications.
Symposium on Testing, Analysis, and Verification
Sriram Sankar
1991 — conf
The use of anna specification technology in ada software development.
TRI-Ada Tutorial
Sriram Sankar, David C. Luckham, Walter Mann
1991 J jnl
Two-Dimensional Pinpointing: Debugging with Formal Specifications.
IEEE Softw.
David C. Luckham, Sriram Sankar, Shuzo Takahashi
1990 — conf
Application of formal specification to software maintenance.
ICSM
Neel Madhav, Sriram Sankar
1989 J jnl
A note on the detection of an Ada compiler bug while debugging an Anna program.
ACM SIGPLAN Notices
Sriram Sankar
1989 — —
Automatic runtime consistency checking and debugging of formally specified programs.
Sriram Sankar
1986 — conf
Concurrent Runtime Checking of Annotated Ada Programs.
FSTTCS
David S. Rosenblum, Sriram Sankar, David C. Luckham
1985 — conf
An implementation of Anna.
SIGAda
Sriram Sankar, David S. Rosenblum, Randall Neff