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ORCIDRajeev Balasubramonian
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- affiliation: University of Utah, Salt Lake City, Utah, USA
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Books and Theses
- 2019
[b2]Rajeev Balasubramonian:
Innovations in the Memory System. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2019, ISBN 978-3-031-00635-7- 2011
- [b1]Rajeev Balasubramonian, Norman P. Jouppi, Naveen Muralimanohar:
Multi-Core Cache Hierarchies. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2011, ISBN 978-3-031-00606-7
Journal Articles
- 2023
- [j17]Sarabjeet Singh
, Xiong Fan, Ananth Krishna Prasad, Lin Jia, Anirban Nag, Rajeev Balasubramonian, Mahdi Nazm Bojnordi, Elaine Shi:
XCRYPT: Accelerating Lattice-Based Cryptography With Memristor Crossbar Arrays. IEEE Micro 43(5): 45-54 (2023) - 2022
- [j16]Amlan Ganguly, Sergi Abadal, Ishan G. Thakkar, Natalie Enright Jerger, Marc D. Riedel, Masoud Babaie, Rajeev Balasubramonian, Abu Sebastian, Sudeep Pasricha, Baris Taskin:
Interconnects for DNA, Quantum, In-Memory, and Optical Computing: Insights From a Panel Discussion. IEEE Micro 42(3): 40-49 (2022) - [j15]Zhao Chang, Dong Xie, Feifei Li, Jeff M. Phillips, Rajeev Balasubramonian:
Efficient Oblivious Query Processing for Range and kNN Queries. IEEE Trans. Knowl. Data Eng. 34(12): 5741-5754 (2022) - 2018
- [j14]Anirban Nag, Rajeev Balasubramonian, Vivek Srikumar, Ross Walker, Ali Shafiee, John Paul Strachan, Naveen Muralimanohar:
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. IEEE Micro 38(5): 41-49 (2018) - 2017
- [j13]Rajeev Balasubramonian, Andrew B. Kahng, Naveen Muralimanohar, Ali Shafiee, Vaishnav Srinivas:
CACTI 7: New Tools for Interconnect Exploration in Innovative Off-Chip Memories. ACM Trans. Archit. Code Optim. 14(2): 14:1-14:25 (2017) - 2016
- [j12]Rajeev Balasubramonian, Boris Grot:
Near-Data Processing [Guest editors' introduction]. IEEE Micro 36(1): 4-5 (2016) - 2014
- [j11]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): 36-42 (2014) - [j10]Seth H. Pugsley, Jeffrey Jestes, Rajeev Balasubramonian, Vijayalakshmi Srinivasan, Alper Buyuktosunoglu, Al Davis, Feifei Li:
Comparing Implementations of Near-Data Computing with In-Memory MapReduce Workloads. IEEE Micro 34(4): 44-52 (2014) - 2012
- [j9]Manu Awasthi, David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Al Davis:
Managing Data Placement in Memory Systems with Multiple Memory Controllers. Int. J. Parallel Program. 40(1): 57-83 (2012) - 2011
- [j8]Xiaowei Jiang, Niti Madan, Li Zhao, Mike Upton, Ravishankar R. Iyer, Srihari Makineni, Donald Newell, Yan Solihin, Rajeev Balasubramonian:
CHOP: Integrating DRAM Caches for CMP Server Platforms. IEEE Micro 31(1): 99-108 (2011) - 2009
- [j7]David W. Nellans, Rajeev Balasubramonian, Erik Brunvand:
OS execution on multi-cores: is out-sourcing worthwhile? ACM SIGOPS Oper. Syst. Rev. 43(2): 104-105 (2009) - 2008
- [j6]Naveen Muralimanohar, Rajeev Balasubramonian, Norman P. Jouppi:
Architecting Efficient Interconnects for Large Caches with CACTI 6.0. IEEE Micro 28(1): 69-79 (2008) - 2007
- [j5]Manu Awasthi, Vivek Venkatesan, Rajeev Balasubramonian:
Understanding the Impact of 3D Stacked Layouts on ILP. J. Instr. Level Parallelism 9 (2007) - [j4]Niti Madan, Rajeev Balasubramonian:
Power Efficient Approaches to Redundant Multithreading. IEEE Trans. Parallel Distributed Syst. 18(8): 1066-1079 (2007) - 2006
- [j3]Rajeev Balasubramonian, Naveen Muralimanohar, Karthik Ramani, Liqun Cheng, John B. Carter:
Leveraging Wire Properties at the Microarchitecture Level. IEEE Micro 26(6): 40-52 (2006) - 2003
- [j2]David H. Albonesi, Rajeev Balasubramonian, Steve Dropsho, Sandhya Dwarkadas, Eby G. Friedman, Michael C. Huang, Volkan Kursun, Grigorios Magklis, Michael L. Scott, Greg Semeraro, Pradip Bose, Alper Buyuktosunoglu, Peter W. Cook, Stanley Schuster:
Dynamically Tuning Processor Resources with Adaptive Processing. Computer 36(12): 49-58 (2003) - [j1]Rajeev Balasubramonian, David H. Albonesi, Alper Buyuktosunoglu, Sandhya Dwarkadas:
A Dynamically Tunable Memory Hierarchy. IEEE Trans. Computers 52(10): 1243-1258 (2003)
Conference and Workshop Papers
- 2024
- [c70]Lin Jia, James Patrick Mcmahon, Sumanth Gudaparthi, Shreyas Singh, Rajeev Balasubramonian:
PATHFINDER: Practical Real-Time Learning for Data Prefetching. ASPLOS (3) 2024: 785-800 - [c69]Sarabjeet Singh, Shreyas Singh, Sumanth Gudaparthi, Xiong Fan, Rajeev Balasubramonian:
Hyena: Balancing Packing, Reuse, and Rotations for Encrypted Inference. SP 2024: 3091-3108 - 2022
- [c68]Sumanth Gudaparthi, Sarabjeet Singh, Surya Narayanan, Rajeev Balasubramonian, Visvesh Sathe:
CANDLES: Channel-Aware Novel Dataflow-Microarchitecture Co-Design for Low Energy Sparse Neural Network Acceleration. HPCA 2022: 876-891 - [c67]Zhao Chang, Dong Xie, Feifei Li, Jeff M. Phillips, Rajeev Balasubramonian:
Efficient and Oblivious Query Processing for Range and kNN Queries (Extended Abstract). ICDE 2022: 1487-1488 - 2021
- [c66]C. N. Ramachandra, Anirban Nag, Rajeev Balasubramonian, Gurpreet S. Kalsi, Kamlesh R. Pillai, Sreenivas Subramoney:
ONT-X: An FPGA Approach to Real-time Portable Genomic Analysis. FCCM 2021: 268-269 - [c65]Adarsh Patil, Vijay Nagarajan, Rajeev Balasubramonian, Nicolai Oswald:
Dvé: Improving DRAM Reliability and Performance On-Demand via Coherent Replication. ISCA 2021: 526-539 - [c64]Anirban Nag, Rajeev Balasubramonian:
OrderLight: Lightweight Memory-Ordering Primitive for Efficient Fine-Grained PIM Computations. MICRO 2021: 298-310 - 2020
- [c63]Surya Narayanan, Karl Taht, Rajeev Balasubramonian, Edouard Giacomin, Pierre-Emmanuel Gaillardon:
SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks. ISCA 2020: 349-362 - [c62]Meysam Taassori, Rajeev Balasubramonian, Siddhartha Chhabra, Alaa R. Alameldeen, Manjula Peddireddy, Rajat Agarwal, Ryan Stutsman:
Compact Leakage-Free Support for Integrity and Reliability. ISCA 2020: 735-748 - 2019
- [c61]Chandrasekhar Nagarajan, Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari:
ρ: Relaxed Hierarchical ORAM. ASPLOS 2019: 659-671 - [c60]Karl Taht, James Greensky, Rajeev Balasubramonian:
The POP Detector: A Lightweight Online Program Phase Detection Framework. ISPASS 2019: 48-57 - [c59]Sumanth Gudaparthi, Surya Narayanan, Rajeev Balasubramonian, Edouard Giacomin, Hari Kambalasubramanyam, Pierre-Emmanuel Gaillardon:
Wire-Aware Architecture and Dataflow for CNN Accelerators. MICRO 2019: 1-13 - [c58]Anirban Nag, C. N. Ramachandra, Rajeev Balasubramonian, Ryan Stutsman, Edouard Giacomin, Hari Kambalasubramanyam, Pierre-Emmanuel Gaillardon:
GenCache: Leveraging In-Cache Operators for Efficient Sequence Alignment. MICRO 2019: 334-346 - 2018
- [c57]Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian:
VAULT: Reducing Paging Overheads in SGX with Efficient Integrity Verification Structures. ASPLOS 2018: 665-678 - [c56]Karl Taht, Surya Narayanan, Rajeev Balasubramonian:
A Case for Dynamic Activation Quantization in CNNs. EMC2@ASPLOS 2018: 4-8 - [c55]Sumanth Gudaparthi, Surya Narayanan, Rajeev Balasubramonian:
Moving CNN Accelerator Computations Closer to Data. EMC2@ASPLOS 2018: 34-38 - [c54]Ali Shafiee, Rajeev Balasubramonian, Mohit Tiwari, Feifei Li:
Secure DIMM: Moving ORAM Primitives Closer to Memory. HPCA 2018: 428-440 - [c53]Andrew Vuong, Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian:
An MLP-aware leakage-free memory controller. HASP@ISCA 2018: 4:1-4:7 - 2017
- [c52]Karl Taht, Rajeev Balasubramonian:
Introspective Computing. PACT 2017: 371 - [c51]Surya Narayanan, Ali Shafiee, Rajeev Balasubramonian:
INXS: Bridging the throughput and energy gap for spiking neural networks. IJCNN 2017: 2451-2459 - 2016
- [c50]Arjun Deb, Paolo Faraboschi, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian, Robert Schreiber:
Enabling technologies for memory compression: Metadata, mapping, and prediction. ICCD 2016: 17-24 - [c49]Meysam Taassori, Ali Shafiee, Rajeev Balasubramonian:
Understanding and alleviating intra-die and intra-DIMM parameter variation in the memory system. ICCD 2016: 217-224 - [c48]Ali Shafiee, Anirban Nag, Naveen Muralimanohar, Rajeev Balasubramonian, John Paul Strachan, Miao Hu, R. Stanley Williams, Vivek Srikumar:
ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. ISCA 2016: 14-26 - [c47]Manjunath Shevgoor, Rajeev Balasubramonian, Niladrish Chatterjee, Jung-Sik Kim:
Addressing service interruptions in memory with thread-to-rank assignment. ISPASS 2016: 24-35 - 2015
- [c46]Cong Xu, Dimin Niu, Naveen Muralimanohar, Rajeev Balasubramonian, Tao Zhang, Shimeng Yu, Yuan Xie:
Overcoming the challenges of crossbar resistive memory architectures. HPCA 2015: 476-488 - [c45]Seth H. Pugsley, Arjun Deb, Rajeev Balasubramonian, Feifei Li:
Fixed-function hardware sorting accelerators for near data MapReduce execution. ICCD 2015: 439-442 - [c44]Manjunath Shevgoor, Naveen Muralimanohar, Rajeev Balasubramonian, Yoocharn Jeon:
Improving memristor memory with sneak current sharing. ICCD 2015: 549-556 - [c43]Ali Shafiee, Akhila Gundu, Manjunath Shevgoor, Rajeev Balasubramonian, Mohit Tiwari:
Avoiding information leakage in the memory controller with fixed service policies. MICRO 2015: 89-101 - [c42]Manjunath Shevgoor, Sahil Koladiya, Rajeev Balasubramonian, Chris Wilkerson, Seth H. Pugsley, Zeshan Chishti:
Efficiently prefetching complex address patterns. MICRO 2015: 141-152 - 2014
- [c41]Seth H. Pugsley, Zeshan Chishti, Chris Wilkerson, Peng-fei Chuang, Robert L. Scott, Aamer Jaleel, Shih-Lien Lu, Kingsum Chow, Rajeev Balasubramonian:
Sandbox Prefetching: Safe run-time evaluation of aggressive prefetchers. HPCA 2014: 626-637 - [c40]Ali Shafiee, Meysam Taassori, Rajeev Balasubramonian, Al Davis:
MemZip: Exploring unconventional benefits from memory compression. HPCA 2014: 638-649 - [c39]Akhila Gundu, Gita Sreekumar, Ali Shafiee, Seth H. Pugsley, Hardik B. Jain, Rajeev Balasubramonian, Mohit Tiwari:
Memory bandwidth reservation in the cloud to avoid information leakage in the memory controller. HASP@ISCA 2014: 11:1-11:5 - [c38]Seth H. Pugsley, Jeffrey Jestes, Huihui Zhang, Rajeev Balasubramonian, Vijayalakshmi Srinivasan, Alper Buyuktosunoglu, Al Davis, Feifei Li:
NDC: Analyzing the impact of 3D-stacked memory+logic devices on MapReduce workloads. ISPASS 2014: 190-200 - [c37]Niladrish Chatterjee, Mike O'Connor, Gabriel H. Loh, Nuwan Jayasena, Rajeev Balasubramonian:
Managing DRAM Latency Divergence in Irregular GPGPU Applications. SC 2014: 128-139 - 2013
- [c36]Kshitij Sudan, Saisanthosh Balakrishnan, Sean Lie, Min Xu, Dhiraj Mallick, Gary Lauterbach, Rajeev Balasubramonian:
A novel system architecture for web scale applications using lightweight CPUs and virtualized I/O. HPCA 2013: 167-178 - [c35]Manjunath Shevgoor, Jung-Sik Kim, Niladrish Chatterjee, Rajeev Balasubramonian, Al Davis, Aniruddha N. Udipi:
Quantifying the relationship between the power delivery network and architectural policies in a 3D-stacked memory device. MICRO 2013: 198-209 - 2012
- [c34]Kshitij Sudan, Sadagopan Srinivasan, Rajeev Balasubramonian, Ravi R. Iyer:
Optimizing datacenter power with memory system levers for guaranteed quality-of-service. PACT 2012: 117-126 - [c33]Manu Awasthi, Manjunath Shevgoor, Kshitij Sudan, Bipin Rajendran, Rajeev Balasubramonian, Viji Srinivasan:
Efficient scrub mechanisms for error-prone emerging memories. HPCA 2012: 15-26 - [c32]Niladrish Chatterjee, Naveen Muralimanohar, Rajeev Balasubramonian, Al Davis, Norman P. Jouppi:
Staged Reads: Mitigating the impact of DRAM writes on DRAM reads. HPCA 2012: 41-52 - [c31]Aniruddha N. Udipi, Naveen Muralimanohar, Rajeev Balasubramonian, Al Davis, Norman P. Jouppi:
LOT-ECC: Localized and tiered reliability mechanisms for commodity memory systems. ISCA 2012: 285-296 - [c30]Niladrish Chatterjee, Manjunath Shevgoor, Rajeev Balasubramonian, Al Davis, Zhen Fang, Ramesh Illikkal, Ravi R. Iyer:
Leveraging Heterogeneity in DRAM Main Memories to Accelerate Critical Word Access. MICRO 2012: 13-24 - 2011
- [c29]Gagandeep S. Sachdev, Kshitij Sudan, Mary W. Hall, Rajeev Balasubramonian:
Understanding the Behavior of Pthread Applications on Non-Uniform Cache Architectures. PACT 2011: 175-176 - [c28]Manu Awasthi, David W. Nellans, Rajeev Balasubramonian, Al Davis:
Prediction Based DRAM Row-Buffer Management in the Many-Core Era. PACT 2011: 183-184 - [c27]Aniruddha N. Udipi, Naveen Muralimanohar, Rajeev Balasubramonian, Al Davis, Norman P. Jouppi:
Combining memory and a controller with photonics through 3D-stacking to enable scalable and energy-efficient systems. ISCA 2011: 425-436 - 2010
- [c26]Manu Awasthi, David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Al Davis:
Handling the problems and opportunities posed by multiple on-chip memory controllers. PACT 2010: 319-330 - [c25]Seth H. Pugsley, Josef B. Spjut, David W. Nellans, Rajeev Balasubramonian:
SWEL: hardware cache coherence protocols to map shared data onto shared caches. PACT 2010: 465-476 - [c24]Kshitij Sudan, Niladrish Chatterjee, David W. Nellans, Manu Awasthi, Rajeev Balasubramonian, Al Davis:
Micro-pages: increasing DRAM efficiency with locality-aware data placement. ASPLOS 2010: 219-230 - [c23]Xiaowei Jiang, Niti Madan, Li Zhao, Mike Upton, Ravishankar R. Iyer, Srihari Makineni, Donald Newell, Yan Solihin, Rajeev Balasubramonian:
CHOP: Adaptive filter-based DRAM caching for CMP server platforms. HPCA 2010: 1-12 - [c22]Aniruddha N. Udipi, Naveen Muralimanohar, Rajeev Balasubramonian:
Towards scalable, energy-efficient, bus-based on-chip networks. HPCA 2010: 1-12 - [c21]Aniruddha N. Udipi, Naveen Muralimanohar, Niladrish Chatterjee, Rajeev Balasubramonian, Al Davis, Norman P. Jouppi:
Rethinking DRAM design and organization for energy-constrained multi-cores. ISCA 2010: 175-186 - [c20]David W. Nellans, Kshitij Sudan, Erik Brunvand, Rajeev Balasubramonian:
Improving Server Performance on Multi-cores via Selective Off-Loading of OS Functionality. ISCA Workshops 2010: 275-292 - [c19]David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Erik Brunvand:
Hardware prediction of OS run-length for fine-grained resource customization. ISPASS 2010: 111-112 - 2009
- [c18]Aniruddha N. Udipi, Naveen Muralimanohar, Rajeev Balasubramonian:
Non-uniform power access in large caches with low-swing wires. HiPC 2009: 59-68 - [c17]Manu Awasthi, Kshitij Sudan, Rajeev Balasubramonian, John B. Carter:
Dynamic hardware-assisted software-controlled page placement to manage capacity allocation and sharing within large caches. HPCA 2009: 250-261 - [c16]Niti Madan, Li Zhao, Naveen Muralimanohar, Aniruddha N. Udipi, Rajeev Balasubramonian, Ravishankar R. Iyer, Srihari Makineni, Donald Newell:
Optimizing communication and capacity in a 3D stacked reconfigurable cache hierarchy. HPCA 2009: 262-274 - 2008
- [c15]Seth H. Pugsley, Manu Awasthi, Niti Madan, Naveen Muralimanohar, Rajeev Balasubramonian:
Scalable and reliable communication for hardware transactional memory. PACT 2008: 144-154 - 2007
- [c14]Naveen Muralimanohar, Rajeev Balasubramonian:
Interconnect design considerations for large NUCA caches. ISCA 2007: 369-380 - [c13]Naveen Muralimanohar, Rajeev Balasubramonian, Norman P. Jouppi:
Optimizing NUCA Organizations and Wiring Alternatives for Large Caches with CACTI 6.0. MICRO 2007: 3-14 - [c12]Niti Madan, Rajeev Balasubramonian:
Leveraging 3D Technology for Improved Reliability. MICRO 2007: 223-235 - 2006
- [c11]Liqun Cheng, Naveen Muralimanohar, Karthik Ramani, Rajeev Balasubramonian, John B. Carter:
Interconnect-Aware Coherence Protocols for Chip Multiprocessors. ISCA 2006: 339-351 - [c10]Naveen Muralimanohar, Karthik Ramani, Rajeev Balasubramonian:
Power efficient resource scaling in partitioned architectures through dynamic heterogeneity. ISPASS 2006: 100-111 - 2005
- [c9]Rajeev Balasubramonian, Naveen Muralimanohar, Karthik Ramani, Venkatanand Venkatachalapathy:
Microarchitectural Wire Management for Performance and Power in Partitioned Architectures. HPCA 2005: 28-39 - 2004
- [c8]Rajeev Balasubramonian:
Cluster prefetch: tolerating on-chip wire delays in clustered microarchitectures. ICS 2004: 326-335 - 2003
- [c7]Rajeev Balasubramonian, Sandhya Dwarkadas, David H. Albonesi:
Dynamically Managing the Communication-Parallelism Trade-off in Future Clustered Processors. ISCA 2003: 275-286 - [c6]Rajeev Balasubramonian, Viji Srinivasan, Sandhya Dwarkadas, Alper Buyuktosunoglu:
Hot-and-Cold: Using Criticality in the Design of Energy-Efficient Caches. PACS 2003: 180-195 - 2002
- [c5]Steve Dropsho, Alper Buyuktosunoglu, Rajeev Balasubramonian, David H. Albonesi, Sandhya Dwarkadas, Greg Semeraro, Grigorios Magklis, Michael L. Scott:
Integrating Adaptive On-Chip Storage Structures for Reduced Dynamic Power. IEEE PACT 2002: 141-152 - [c4]Greg Semeraro, Grigorios Magklis, Rajeev Balasubramonian, David H. Albonesi, Sandhya Dwarkadas, Michael L. Scott:
Energy-Efficient Processor Design Using Multiple Clock Domains with Dynamic Voltage and Frequency Scaling. HPCA 2002: 29-42 - 2001
- [c3]Rajeev Balasubramonian, Sandhya Dwarkadas, David H. Albonesi:
Dynamically allocating processor resources between nearby and distant ILP. ISCA 2001: 26-37 - [c2]Rajeev Balasubramonian, Sandhya Dwarkadas, David H. Albonesi:
Reducing the complexity of the register file in dynamic superscalar processors. MICRO 2001: 237-248 - 2000
- [c1]Rajeev Balasubramonian, David H. Albonesi, Alper Buyuktosunoglu, Sandhya Dwarkadas:
Memory hierarchy reconfiguration for energy and performance in general-purpose processor architectures. MICRO 2000: 245-257
Editorship
- 2014
- [e2]Rajeev Balasubramonian, Al Davis, Sarita V. Adve:
Architectural Support for Programming Languages and Operating Systems, ASPLOS 2014, Salt Lake City, UT, USA, March 1-5, 2014. ACM 2014, ISBN 978-1-4503-2305-5 [contents] - 2012
- [e1]Rajeev Balasubramonian, Vijayalakshmi Srinivasan:
2012 IEEE International Symposium on Performance Analysis of Systems & Software, New Brunswick, NJ, USA, April 1-3, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-1143-4 [contents]
Reference Works
- 2011
- [r1]Rajeev Balasubramonian, Timothy Mark Pinkston:
Buses and Crossbars. Encyclopedia of Parallel Computing 2011: 200-205
Informal and Other Publications
- 2023
- [i2]Sarabjeet Singh, Xiong Fan, Ananth Krishna Prasad, Lin Jia, Anirban Nag, Rajeev Balasubramonian, Mahdi Nazm Bojnordi, Elaine Shi:
XCRYPT: Accelerating Lattice Based Cryptography with Memristor Crossbar Arrays. CoRR abs/2302.00095 (2023) - 2018
- [i1]Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar:
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. CoRR abs/1803.06913 (2018)
Coauthor Index
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