Mithuna Thottethodi

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 27

Top Topics

Gradient Boosting

Machine Learning

Convolutional Neural Networks

Top Venues

ACM Trans. Archit. Code Optim.

Publications

Gokulan Ravi, Xiaokang Qiu, Mithuna Thottethodi, T. N. Vijaykumar
QED: Scalable Verification of Hardware Memory Consistency. CoRR (2024)
Mingxuan He, Mithuna Thottethodi, T. N. Vijaykumar
Efficient Sparse Processing-in-Memory Architecture (ESPIM) for Machine Learning Inference. CoRR (2024)
Conor Green, Mithuna Thottethodi
NetSmith: An Optimization Framework for Machine-Discovered Network Topologies. CoRR (2024)
Conor James Green, Mithuna Thottethodi
NetSmith: An Optimization Framework for Machine-Discovered Network Topologies. ICPP (2024)
Conor Green, Cole Nelson, Mithuna Thottethodi, T. N. Vijaykumar
SafeBet: Secure, Simple, and Fast Speculative Execution. CoRR (2023)
Ashish Gondimalla, Mithuna Thottethodi, T. N. Vijaykumar
Eureka: Efficient Tensor Cores for One-sided Unstructured Sparsity in DNN Inference. MICRO (2023)
Ashish Gondimalla, Jianqiao Liu, Mithuna Thottethodi, T. N. Vijaykumar
Occam: Optimal Data Reuse for Convolutional Neural Networks. ACM Trans. Archit. Code Optim. 20 (1) (2023)
Mingxuan He, Mithuna Thottethodi, T. N. Vijaykumar
Booster: An Accelerator for Gradient Boosting Decision Trees Training and Inference. IPDPS (2022)
Ashish Gondimalla, Sree Charan Gundabolu, T. N. Vijaykumar, Mithuna Thottethodi
Barrier-Free Large-Scale Sparse Tensor Accelerator (BARISTA) For Convolutional Neural Networks. CoRR (2021)
Tariq Mahmood, Shankaranarayanan Puzhavakath Narayanan, Sanjay G. Rao, T. N. Vijaykumar, Mithuna Thottethodi
Karma: Cost-Effective Geo-Replicated Cloud Storage with Dynamic Enforcement of Causal Consistency. IEEE Trans. Cloud Comput. 9 (1) (2021)
Sree Charan Gundabolu, T. N. Vijaykumar, Mithuna Thottethodi
FastZ: accelerating gapped whole genome alignment on GPUs. SC (2021)
Ashish Gondimalla, Jianqiao Liu, T. N. Vijaykumar, Mithuna Thottethodi
OCCAM: Optimal Data Reuse for Convolutional Neural Networks. CoRR (2021)
Jiachen Xue, Muhammad Usama Chaudhry, Balajee Vamanan, T. N. Vijaykumar, Mithuna Thottethodi
Dart: Divide and Specialize for Fast Response to Congestion in RDMA-Based Datacenter Networks. IEEE/ACM Trans. Netw. 28 (1) (2020)
Mingxuan He, Choungki Song, Ilkon Kim, Chunseok Jeong, Seho Kim, Il Park, Mithuna Thottethodi, T. N. Vijaykumar
Newton: A DRAM-maker's Accelerator-in-Memory (AiM) Architecture for Machine Learning. MICRO (2020)
Jiachen Xue, T. N. Vijaykumar, Mithuna Thottethodi
Network Interface Architecture for Remote Indirect Memory Access (RIMA) in Datacenters. ACM Trans. Archit. Code Optim. 17 (2) (2020)
Mingxuan He, T. N. Vijaykumar, Mithuna Thottethodi
Booster: An Accelerator for Gradient Boosting Decision Trees. CoRR (2020)
Ejebagom John Ojogbo, Mithuna Thottethodi, T. N. Vijaykumar
Secure automatic bounds checking: prevention is simpler than cure. CGO (2020)
Ashish Gondimalla, Noah Chesnut, Mithuna Thottethodi, T. N. Vijaykumar
SparTen: A Sparse Tensor Accelerator for Convolutional Neural Networks. MICRO (2019)
Nitin, Mithuna Thottethodi, T. N. Vijaykumar
Millipede: Die-Stacked Memory Optimizations for Big Data Machine Learning Analytics. IPDPS (2018)
Jaichen Xue, Muhammad Usama Chaudhry, Balajee Vamanan, T. N. Vijaykumar, Mithuna Thottethodi
Dart: Divide and Specialize for Fast Response to Congestion in RDMA-based Datacenter Networks. CoRR (2018)
Jaichen Xue, Muhammad Usama Chaudhry, Balajee Vamanan, T. N. Vijaykumar, Mithuna Thottethodi
Fast Congestion Control in RDMA-based Datacenter Networks. SIGCOMM Posters and Demos (2018)
Tariq Mahmood, Bharath Balasubramanian, Mithuna Thottethodi, Sanjay G. Rao, Kaustubh Joshi
ACCORD: Automated Change Coordination across Independently Administered Cloud Services. IEEE CLOUD (2018)
Nitin, Mithuna Thottethodi, T. N. Vijaykumar, Milind Kulkarni
Efficient Collaborative Approximation in MapReduce without Missing Rare Keys. ICCAC (2017)
Ashiwan Sivakumar, Chuan Jiang, Yun Seong Nam, Shankaranarayanan Puzhavakath Narayanan, Vijay Gopalakrishnan, Sanjay G. Rao, Subhabrata Sen, Mithuna Thottethodi, T. N. Vijaykumar
NutShell: Scalable Whittled Proxy Execution for Low-Latency Web over Cellular Networks. MobiCom (2017)
Michael LeBeane, Brandon Potter, Abhisek Pan, Alexandru Dutu, Vinay Agarwala, Wonchan Lee, Deepak Majeti, Bibek Ghimire, Eric Van Tassell, Samuel Wasmundt, Brad Benton, Maurício Breternitz, Michael L. Chu, Mithuna Thottethodi, Lizy K. John, Steven K. Reinhardt
Extended task queuing: active messages for heterogeneous systems. SC (2016)
Ahmed H. Abdel-Gawad, Mithuna Thottethodi
Scalable, Global, Optimal-bandwidth, Application-Specific Routing. Hot Interconnects (2016)
Kevin Kai-Wei Chang, Gabriel H. Loh, Mithuna Thottethodi, Yasuko Eckert, Mike O'Connor, Srilatha Manne, Lisa Hsu, Lavanya Subramanian, Onur Mutlu
Enabling Efficient Dynamic Resizing of Large DRAM Caches via A Hardware Consistent Hashing Mechanism. CoRR (2016)
Mithuna Thottethodi, Shubu Mukherjee
Top Picks from the 2013 Computer Architecture Conferences. IEEE Micro 34 (3) (2014)
Ahmed H. Abdel-Gawad, Mithuna Thottethodi, Abhinav Bhatele
RAHTM: Routing Algorithm Aware Hierarchical Task Mapping. SC (2014)
Eric P. Villasenor, Timothy Pritchett, Jagadeesh M. Dyaberi, Vijay S. Pai, Mithuna Thottethodi
MorphStore: A local file system for Big Data with utility-driven replication and load-adaptive access scheduling. MSST (2014)
Jiachen Xue, Mithuna Thottethodi
PreTrans: Reducing TLB CAM-search via page number prediction and speculative pre-translation. ISLPED (2013)
Faraz Ahmad, Seyong Lee, Mithuna Thottethodi, T. N. Vijaykumar
MapReduce with communication overlap (MaRCO). J. Parallel Distributed Comput. 73 (5) (2013)
Yu-Ju Hong, Mithuna Thottethodi
Understanding and mitigating the impact of load imbalance in the memory caching tier. SoCC (2013)
Yu-Ju Hong, Jiachen Xue, Mithuna Thottethodi
Selective commitment and selective margin: Techniques to minimize cost in an IaaS cloud. ISPASS (2012)
Jaewoong Sim, Gabriel H. Loh, Hyesoon Kim, Mike O'Connor, Mithuna Thottethodi
A Mostly-Clean DRAM Cache for Effective Hit Speculation and Self-Balancing Dispatch. MICRO (2012)
Yu-Ju Hong, Jiachen Xue, Mithuna Thottethodi
Dynamic server provisioning to minimize cost in an IaaS cloud. SIGMETRICS (2011)
Ahmed H. Abdel-Gawad, Mithuna Thottethodi
TransCom: transforming stream communication for load balance and efficiency in networks-on-chip. MICRO (2011)
Timothy Pritchett, Mithuna Thottethodi
SieveStore: a highly-selective, ensemble-level disk cache for cost-performance. ISCA (2010)
Patrick Ndai, Nauman Rafique, Mithuna Thottethodi, Swaroop Ghosh, Swarup Bhunia, Kaushik Roy
Trifecta: A Nonspeculative Scheme to Exploit Common, Data-Dependent Subcritical Paths. IEEE Trans. Very Large Scale Integr. Syst. 18 (1) (2010)
Syed Ali Raza Jafri, Yu-Ju Hong, Mithuna Thottethodi, T. N. Vijaykumar
Adaptive Flow Control for Robust Performance and Energy. MICRO (2010)
Syed Ali Raza Jafri, Mithuna Thottethodi, T. N. Vijaykumar
LiteTM: Reducing transactional state overhead. HPCA (2010)
Daeho Seo, Mithuna Thottethodi
Disjoint-path routing: Efficient communication for streaming applications. IPDPS (2009)
Mark C. Johnson, Eric P. Villasenor, Olga Krachina, Mithuna Thottethodi
Undergraduate dual-core prototyping and analysis of factors influencing student success on dual-core designs. MSE (2009)
Eric P. Villasenor, Daeho Seo, Mithuna Thottethodi
Power-efficient clustering via incomplete bypassing. ISLPED (2008)
Ahmed M. Amin, Mithuna Thottethodi, T. N. Vijaykumar, Steven Wereley, Stephen C. Jacobson
Automatic volume management for programmable microfluidics. PLDI (2008)
Nauman Rafique, Won-Taek Lim, Mithuna Thottethodi
Effective Management of DRAM Bandwidth in Multicore Processors. PACT (2007)
Ahmed M. Amin, Mithuna Thottethodi, T. N. Vijaykumar, Steven Wereley, Stephen C. Jacobson
Aquacore: a programmable architecture for microfluidics. ISCA (2007)
Won-Taek Lim, Mithuna Thottethodi
Evaluating ISA Support and Hardware Support for Recursive Data Layouts. HiPC (2007)
Daeho Seo, Mithuna Thottethodi
Table-lookup based Crossbar Arbitration for Minimal-Routed, 2D Mesh and Torus Networks. IPDPS (2007)
Nauman Rafique, Won-Taek Lim, Mithuna Thottethodi
Architectural support for operating system-driven CMP cache management. PACT (2006)
Daeho Seo, Akif Ali, Won-Taek Lim, Nauman Rafique, Mithuna Thottethodi
Near-Optimal Worst-Case Throughput Routing for Two-Dimensional Mesh Networks. ISCA (2005)
Mithuna Thottethodi, Alvin R. Lebeck, Shubhendu S. Mukherjee
Exploiting Global Knowledge to Achieve Self-Tuned Congestion Control for k-Ary n-Cube Networks. IEEE Trans. Parallel Distributed Syst. 15 (3) (2004)
Mithuna Thottethodi, Alvin R. Lebeck, Shubhendu S. Mukherjee
BLAM : A High-Performance Routing Algorithm for Virtual Cut-Through Networks. IPDPS (2003)
Siddhartha Chatterjee, Alvin R. Lebeck, Praveen K. Patnala, Mithuna Thottethodi
Recursive Array Layouts and Fast Matrix Multiplication. IEEE Trans. Parallel Distributed Syst. 13 (11) (2002)
Mithuna Thottethodi, Alvin R. Lebeck, Shubhendu S. Mukherjee
Self-Tuned Congestion Control for Multiprocessor Networks. HPCA (2001)
Siddhartha Chatterjee, Alvin R. Lebeck, Praveen K. Patnala, Mithuna Thottethodi
Recursive Array Layouts and Fast Parallel Matrix Multiplication. SPAA (1999)
Siddhartha Chatterjee, Vibhor V. Jain, Alvin R. Lebeck, Shyam Mundhra, Mithuna Thottethodi
Nonlinear array layouts for hierarchical memory systems. International Conference on Supercomputing (1999)
Alvin R. Lebeck, David R. Raymond, Chia-Lin Yang, Mithuna Thottethodi
Annotated Memory References: A Mechanism for Informed Cache Management. Euro-Par (1999)
Mithuna Thottethodi, Siddhartha Chatterjee, Alvin R. Lebeck
Tuning Strassen's Matrix Multiplication for Memory Efficiency. SC (1998)