Mahmut T. Kandemir

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 146

Top Venues

Publications

Aakash Sharma, Vivek M. Bhasi, Sonali Singh, George Kesidis, Mahmut T. Kandemir, Chita R. Das
GPU Cluster Scheduling for Network-Sensitive Deep Learning. CoRR (2024)
Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut T. Kandemir
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. SIGMETRICS/Performance (Abstracts) (2024)
Sandeepa Bhuyan, Ziyu Ying, Mahmut T. Kandemir, Mahanth Gowda, Chita R. Das
GameStreamSR: Enabling Neural-Augmented Game Streaming on Commodity Mobile Platforms. ISCA (2024)
Dongjoon Lee, Jongin Choe, Chanyoung Park, Kyungtae Kang, Mahmut T. Kandemir, Wonil Choi
An Autonomic Resource Allocating SSD. DATE (2024)
Yan Kang, Sayan Ghosh, Mahmut T. Kandemir, Andrés Márquez
Impact of Write-Allocate Elimination on Fujitsu A64FX. HPC Asia Workshops (2024)
Ahmed Burak Gulhan, Gulsum Gudukbay Akbulut, Amit Amritkar, Jack Sampson, Vasant Honovar, Adam Focht, Chuck Pavloski, Mahmut T. Kandemir
License Forecasting and Scheduling for HPC. MASCOTS (2023)
Ziyu Ying, Sandeepa Bhuyan, Yan Kang, Yingtian Zhang, Mahmut T. Kandemir, Chita R. Das
EdgePC: Efficient Deep Learning Analytics for Point Clouds on Edge Devices. ISCA (2023)
Chun-Yi Liu, Wonil Choi, Soheil Khadirsharbiyani, Mahmut T. Kandemir
MBFGraph: An SSD-based External Graph System for Evolving Graphs. SC (2023)
Gulsum Gudukbay Akbulut, Mahmut T. Kandemir, Mustafa Karaköy, Wonil Choi
Data Recomputation for Multithreaded Applications. ICCAD (2023)
Myungjun Son, Shruti Mohanty, Jashwant Raj Gunasekaran, Mahmut T. Kandemir
MicroBlend: An Automated Service-Blending Framework for Microservice-Based Cloud Applications. CLOUD (2023)
Morteza Ramezani, Weilin Cong, Mehrdad Mahdavi, Mahmut T. Kandemir, Anand Sivasubramaniam
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks. ICLR (2022)
Morteza Ramezani, Mahmut T. Kandemir, Anand Sivasubramaniam
GraphGuess: Approximate Graph Processing System with Adaptive Correction. Euro-Par (2022)
Seyed Armin Vakil-Ghahani, Soheil Khadirsharbiyani, Jagadish B. Kotra, Mahmut T. Kandemir
Athena: An Early-Fetch Architecture to Reduce on-Chip Page Walk Latencies. PACT (2022)
Soheil Khadirsharbiyani, Jagadish Kotra, Karthik Rao, Mahmut T. Kandemir
Data Convection: A GPU-Driven Case Study for Thermal-Aware Data Placement in 3D DRAMs. Proc. ACM Meas. Anal. Comput. Syst. 6 (1) (2022)
Huaipan Jiang, Jian Wang, Weilin Cong, Yihe Huang, Morteza Ramezani, Anup Sarma, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir
Predicting Protein-Ligand Docking Structure with Graph Neural Network. J. Chem. Inf. Model. 62 (12) (2022)
Ziyu Ying, Shulin Zhao, Haibo Zhang, Cyan Subhra Mishra, Sandeepa Bhuyan, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Exploiting Frame Similarity for Efficient Inference on Edge Devices. ICDCS (2022)
Mahmut T. Kandemir, Xulong Tang, Jagadish Kotra, Mustafa Karaköy
Fine-Granular Computation and Data Layout Reorganization for Improving Locality. ICCAD (2022)
Ziyu Ying, Shulin Zhao, Sandeepa Bhuyan, Cyan Subhra Mishra, Mahmut T. Kandemir, Chita R. Das
Pushing Point Cloud Compression to the Edge. MICRO (2022)
Sandeepa Bhuyan, Shulin Zhao, Ziyu Ying, Mahmut T. Kandemir, Chita R. Das
End-to-end Characterization of Game Streaming Applications on Mobile Platforms. SIGMETRICS (Abstracts) (2022)
Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das
Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. MICRO (2022)
Sandeepa Bhuyan, Shulin Zhao, Ziyu Ying, Mahmut T. Kandemir, Chita R. Das
End-to-end Characterization of Game Streaming Applications on Mobile Platforms. Proc. ACM Meas. Anal. Comput. Syst. 6 (1) (2022)
Morteza Ramezani, Weilin Cong, Mehrdad Mahdavi, Mahmut T. Kandemir, Anand Sivasubramaniam
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks. CoRR (2021)
Vineetha Govindaraj, Sumitha George, Mahmut T. Kandemir, John Sampson, Vijaykrishnan Naryanan
PowerPrep: A power management proposal for user-facing datacenter workloads. NAS (2021)
Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K. Mishra, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Chita R. Das
Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs. CoRR (2021)
Gulsum Gudukbay, Jashwant Raj Gunasekaran, Yilin Feng, Mahmut T. Kandemir, Anton Nekrutenko, Chita R. Das, Paul Medvedev, Björn A. Grüning, Nate Coraor, Nathan Roach, Enis Afgan
GYAN: Accelerating Bioinformatics Tools in Galaxy with GPU-Aware Computation Mapping. IPDPS Workshops (2021)
Huaipan Jiang, Anup Sarma, Mengran Fan, Jihyun Ryoo, Meenakshi Arunachalam, Sharada Naveen, Mahmut T. Kandemir
Morphable Convolutional Neural Network for Biomedical Image Segmentation. DATE (2021)
Jagadish B. Kotra, Michael LeBeane, Mahmut T. Kandemir, Gabriel H. Loh
Increasing GPU Translation Reach by Leveraging Under-Utilized On-Chip Resources. MICRO (2021)
Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T. Kandemir, Chita R. Das
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. NeurIPS (2021)
Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T. Kandemir, Chita R. Das
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. CoRR (2021)
Robert Brotzman, Danfeng Zhang, Mahmut T. Kandemir, Gang Tan
Ghost Thread: Effective User-Space Cache Side Channel Protection. CODASPY (2021)
Morteza Ramezani, Anand Sivasubramaniam, Mahmut T. Kandemir
GraphGuess: Approximate Graph Processing System with Adaptive Correction. CoRR (2021)
Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Saraju P. Mohanty, Beilei Jiang
Alleviating Bottlenecks for DNN Execution on GPUs via Opportunistic Computing. ISQED (2020)
Jie Zhang, Miryeong Kwon, Sanghyun Han, Nam Sung Kim, Mahmut T. Kandemir, Myoungsoo Jung
FastDrain: Removing Page Victimization Overheads in NVMe Storage Stack. CoRR (2020)
Shulin Zhao, Haibo Zhang, Sandeepa Bhuyan, Cyan Subhra Mishra, Ziyu Ying, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Déjà View: Spatio-Temporal Compute Reuse for' Energy-Efficient 360° VR Video Streaming. ISCA (2020)
Prasanna Venkatesh Rengasamy, Haibo Zhang, Shulin Zhao, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
Selective Event Processing for Energy Efficient Mobile Gaming with SNIP. IISWC (2020)
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. KDD (2020)
Jashwant Raj Gunasekaran, Prashanth Thinakaran, Nachiappan Chidambaram Nachiappan, Mahmut T. Kandemir, Chita R. Das
Fifer: Tackling Underutilization in the Serverless Era. CoRR (2020)
Jie Zhang, Miryeong Kwon, Sanghyun Han, Nam Sung Kim, Mahmut T. Kandemir, Myoungsoo Jung
FastDrain: Removing Page Victimization Overheads in NVMe Storage Stack. IEEE Comput. Archit. Lett. 19 (2) (2020)
Huaipan Jiang, Mengran Fan, Jian Wang, Anup Sarma, Shruti Mohanty, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir
Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks. J. Chem. Inf. Model. 60 (10) (2020)
Amin Jadidi, Mahmut T. Kandemir, Chita R. Das
Selective Caching: Avoiding Performance Valleys in Massively Parallel Architectures. PDP (2020)
Morteza Ramezani, Weilin Cong, Mehrdad Mahdavi, Anand Sivasubramaniam, Mahmut T. Kandemir
GCN meets GPU: Decoupling "When to Sample" from "How to Sample". NeurIPS (2020)
Mahmut T. Kandemir, Jihyun Ryoo, Hui Zhao, Myoungsoo Jung, Mustafa Karaköy
Collective Affinity Aware Computation Mapping. PACT (2020)
S. R. Swamy Saranam Chongala, Sumitha George, Hariram Thirucherai Govindarajan, Jagadish Kotra, Madhu Mutyam, John Sampson, Mahmut T. Kandemir, Vijaykrishnan Narayanan
Optimization of Intercache Traffic Entanglement in Tagless Caches With Tiling Opportunities. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Beilei Jiang, Gayatri Mehta
AMOEBA: a coarse grained reconfigurable architecture for dynamic GPU scaling. ICS (2020)
Jashwant Raj Gunasekaran, Michael Cui, Prashanth Thinakaran, Josh Simons, Mahmut T. Kandemir, Chita R. Das
Multiverse: Dynamic VM Provisioning for Virtualized High Performance Computing Clusters. CCGRID (2020)
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. CoRR (2020)
Aman Jain, Ata F. Baarzi, George Kesidis, Bhuvan Urgaonkar, Nader Alfares, Mahmut T. Kandemir
SplitServe: Efficiently Splitting Apache Spark Jobs Across FaaS and IaaS. Middleware (2020)
Wonil Choi, Bhuvan Urgaonkar, Mahmut T. Kandemir, Myoungsoo Jung, David Evans
Fair Write Attribution and Allocation for Consolidated Flash Cache. ASPLOS (2020)
Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Beilei Jiang, Gayatri Mehta
AMOEBA: A Coarse Grained Reconfigurable Architecture for Dynamic GPU Scaling. CoRR (2019)
Wonil Choi, Bhuvan Urgaonkar, Mahmut T. Kandemir, Myoungsoo Jung
Fair Resource Allocation in Consolidated Flash Systems. HotStorage (2019)
Haibo Zhang, Shulin Zhao, Ashutosh Pattnaik, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Distilling the Essence of Raw Video to Reduce Memory Usage and Energy at Edge Devices. MICRO (2019)
Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Saraju P. Mohanty, Beilei Jiang
Alleviating Bottlenecks for DNN Execution on GPUs via Opportunistic Computing. CoRR (2019)
Jie Zhang, Myoungsoo Jung, Mahmut T. Kandemir
FUSE: Fusing STT-MRAM into GPUs to Alleviate Off-Chip Memory Access Overheads. HPCA (2019)
Gabriel Rodríguez, Mahmut T. Kandemir, Juan Touriño
Affine Modeling of Program Traces. IEEE Trans. Computers 68 (2) (2019)
Jihyun Ryoo, Mengran Fan, Xulong Tang, Huaipan Jiang, Meena Arunachalam, Sharada Naveen, Mahmut T. Kandemir
Architecture-Centric Bottleneck Analysis for Deep Neural Network Applications. HiPC (2019)
Aman Jain, Mahmut T. Kandemir, Nader Alfares, Bhuvan Urgaonkar, Ata F. Baarzi, George Kesidis
SpIitServe: Efficiently Splitting Complex Workloads Across FaaS and IaaS. SoCC (2019)
George Kesidis, Bhuvan Urgaonkar, Mahmut T. Kandemir, Takis Konstantopoulos
A caching system with object sharing. CoRR (2019)
Chun-Yi Liu, Jagadish B. Kotra, Myoungsoo Jung, Mahmut T. Kandemir, Chita R. Das
SOML Read: Rethinking the Read Operation Granularity of 3D NAND SSDs. ASPLOS (2019)
Marcos Horro, Mahmut T. Kandemir, Louis-Noël Pouchet, Gabriel Rodríguez, Juan Touriño
Effect of Distributed Directories in Mesh Interconnects. DAC (2019)
Ashutosh Pattnaik, Xulong Tang, Onur Kayiran, Adwait Jog, Asit K. Mishra, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Opportunistic computing in GPU architectures. ISCA (2019)
Robert Brotzman, Shen Liu, Danfeng Zhang, Gang Tan, Mahmut T. Kandemir
CaSym: Cache Aware Symbolic Execution for Side Channel Detection and Mitigation. IEEE Symposium on Security and Privacy (2019)
Aman Jain, Ata F. Baarzi, Nader Alfares, George Kesidis, Bhuvan Urgaonkar, Mahmut T. Kandemir
SpIitServe: Efficiently Splitting Complex Workloads Across FaaS and IaaS. SoCC (2019)
Jihyun Ryoo, Orhan Kislal, Xulong Tang, Mahmut T. Kandemir
Quantifying and Optimizing Data Access Parallelism on Manycores. MASCOTS (2018)
Rachata Ausavarungnirun, Saugata Ghose, Onur Kayiran, Gabriel H. Loh, Chita R. Das, Mahmut T. Kandemir, Onur Mutlu
Holistic Management of the GPGPU Memory Hierarchy to Manage Warp-level Latency Tolerance. CoRR (2018)
Amin Jadidi, Mahmut T. Kandemir, Chita R. Das
Tolerating Write Disturbance Errors in PCM: Experimental Characterization, Analysis, and Mechanisms. MASCOTS (2018)
Prasanna Venkatesh Rengasamy, Haibo Zhang, Shulin Zhao, Nachiappan Chidambaram Nachiappan, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
CritICs Critiquing Criticality in Mobile Apps. MICRO (2018)
Myoungsoo Jung, Jie Zhang, Ahmed H. M. O. Abulila, Miryeong Kwon, Narges Shahidi, John Shalf, Nam Sung Kim, Mahmut T. Kandemir
SimpleSSD: Modeling Solid State Drives for Holistic System Simulation. IEEE Comput. Archit. Lett. 17 (1) (2018)
Marcos Horro, Gabriel Rodríguez, Juan Touriño, Mahmut T. Kandemir
Architectural exploration of heterogeneous memory systems. CoRR (2018)
Vasudevan Rengasamy, Mahmut T. Kandemir, Paul Medvedev, Kamesh Madduri
Parallel Read Partitioning for Concurrent Assembly of Metagenomic Data. HiPC (2018)
Orhan Kislal, Mahmut T. Kandemir
Data access skipping for recursive partitioning methods. Comput. Lang. Syst. Struct. 53 (2018)
Nima Elyasi, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
Reviving Zombie Pages on SSDs. IISWC (2018)
Amin Jadidi, Mohammad Arjomand, Mahmut T. Kandemir, Chita R. Das
Performance and Power-Efficient Design of Dense Non-Volatile Cache in CMPs. IEEE Trans. Computers 67 (7) (2018)
Donghyun Gouk, Miryeong Kwon, Jie Zhang, Sungjoon Koh, Wonil Choi, Nam Sung Kim, Mahmut T. Kandemir, Myoungsoo Jung
Amber*: Enabling Precise Full-System Simulation with Detailed Modeling of All SSD Resources. MICRO (2018)
Amin Jadidi, Mohammad Arjomand, Mahmut T. Kandemir, Chita R. Das
Hybrid-comp: A criticality-aware compressed last-level cache. ISQED (2018)
Narges Shahidi, Mahmut T. Kandemir
CachedGC: Cache-Assisted Garbage Collection in Modern Solid State Drives. MASCOTS (2018)
Mustafa M. Shihab, Jie Zhang, Myoungsoo Jung, Mahmut T. Kandemir
ReveNAND: A Fast-Drift-Aware Resilient 3D NAND Flash Design. ACM Trans. Archit. Code Optim. 15 (2) (2018)
Jagadish B. Kotra, Haibo Zhang, Alaa R. Alameldeen, Chris Wilkerson, Mahmut T. Kandemir
CHAMELEON: A Dynamically Reconfigurable Heterogeneous Memory System. MICRO (2018)
Kaisheng Ma, Jinyang Li, Xueqing Li, Yongpan Liu, Yuan Xie, Mahmut T. Kandemir, Jack Sampson, Vijaykrishnan Narayanan
IAA: Incidental Approximate Architectures for Extremely Energy-Constrained Energy Harvesting Scenarios using IoT Nonvolatile Processors. IEEE Micro 38 (4) (2018)
Nima Elyasi, Mohammad Arjomand, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
Content Popularity-Based Selective Replication for Read Redirection in SSDs. MASCOTS (2018)
Sumitha George, Minli Julie Liao, Huaipan Jiang, Jagadish B. Kotra, Mahmut T. Kandemir, Jack Sampson, Vijaykrishnan Narayanan
MDACache: Caching for Multi-Dimensional-Access Memories. MICRO (2018)
Huaipan Jiang, Anup Sarma, Jihyun Ryoo, Jagadish B. Kotra, Meena Arunachalam, Chita R. Das, Mahmut T. Kandemir
A Learning-Guided Hierarchical Approach for Biomedical Image Segmentation. SoCC (2018)
Wonil Choi, Myoungsoo Jung, Mahmut T. Kandemir
Invalid Data-Aware Coding to Enhance the Read Performance of High-Density Flash Memories. MICRO (2018)
Prashanth Thinakaran, Jashwant Raj Gunasekaran, Bikash Sharma, Mahmut T. Kandemir, Chita R. Das
The Curious Case of Container Orchestration and Scheduling in GPU-based Datacenters. SoCC (2018)
Farshid Farhat, Diman Zad Tootaghaj, Yuxiong He, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
Stochastic Modeling and Optimization of Stragglers. IEEE Trans. Cloud Comput. 6 (4) (2018)
Chun-Yi Liu, Jagadish Kotra, Myoungsoo Jung, Mahmut T. Kandemir
PEN: Design and Evaluation of Partial-Erase for 3D NAND-Based High Density SSDs. FAST (2018)
Jihyun Ryoo, Meena Arunachalam, Rahul Khanna, Mahmut T. Kandemir
Efficient K nearest neighbor algorithm implementations for throughput-oriented architectures. ISQED (2018)
Haibo Zhang, Prasanna Venkatesh Rengasamy, Nachiappan Chidambaram Nachiappan, Shulin Zhao, Anand Sivasubramaniam, Mahmut T. Kandemir, Chita R. Das
FLOSS: FLOw sensitive scheduling on mobile platforms. DAC (2018)
Donghyun Gouk, Miryeong Kwon, Jie Zhang, Sungjoon Koh, Wonil Choi, Nam Sung Kim, Mahmut T. Kandemir, Myoungsoo Jung
Amber: Enabling Precise Full-System Simulation with Detailed Modeling of All SSD Resources. CoRR (2018)
Wonil Choi, Myoungsoo Jung, Mahmut T. Kandemir, Chita R. Das
Parallelizing garbage collection with I/O to improve flash resource utilization. HPDC (2018)
Jagadish B. Kotra, Seongbeom Kim, Kamesh Madduri, Mahmut T. Kandemir
Congestion-aware memory management on NUMA platforms: A VMware ESXi case study. IISWC (2017)
Miryeong Kwon, Jie Zhang, Gyuyoung Park, Wonil Choi, David Donofrio, John Shalf, Mahmut T. Kandemir, Myoungsoo Jung
TraceTracker: Hardware/software co-evaluation for large-scale I/O workload reconstruction. IISWC (2017)
Mohammad Arjomand, Amin Jadidi, Mahmut T. Kandemir, Chita R. Das
Leveraging value locality for efficient design of a hybrid cache in multicore processors. ICCAD (2017)
Morteza Ramezani, Nima Elyasi, Mohammad Arjomand, Mahmut T. Kandemir, Anand Sivasubramaniam
Exploring the impact of memory block permutation on performance of a crossbar ReRAM main memory. IISWC (2017)
Jagadish B. Kotra, Diana Guttman, Nachiappan Chidambaram Nachiappan, Mahmut T. Kandemir, Chita R. Das
Quantifying the Potential Benefits of On-chip Near-Data Computing in Manycore Processors. MASCOTS (2017)
Myoungsoo Jung, Jie Zhang, Ahmed H. M. O. Abulila, Miryeong Kwon, Narges Shahidi, John Shalf, Nam Sung Kim, Mahmut T. Kandemir
SimpleSSD: Modeling Solid State Drives for Holistic System Simulation. CoRR (2017)
Miryeong Kwon, Jie Zhang, Gyuyoung Park, Wonil Choi, David Donofrio, John Shalf, Mahmut T. Kandemir, Myoungsoo Jung
TraceTracker: Hardware/Software Co-Evaluation for Large-Scale I/O Workload Reconstruction. CoRR (2017)
Wonil Choi, Mohammad Arjomand, Myoungsoo Jung, Mahmut T. Kandemir
Exploiting Data Longevity for Enhancing the Lifetime of Flash-based Storage Class Memory. SIGMETRICS (Abstracts) (2017)
Wonil Choi, Mohammad Arjomand, Myoungsoo Jung, Mahmut T. Kandemir
Exploiting Data Longevity for Enhancing the Lifetime of Flash-based Storage Class Memory. CoRR (2017)
Xulong Tang, Orhan Kislal, Mahmut T. Kandemir, Mustafa Karaköy
Data movement aware computation partitioning. MICRO (2017)
Jagadish B. Kotra, Narges Shahidi, Zeshan A. Chishti, Mahmut T. Kandemir
Hardware-Software Co-design to Mitigate DRAM Refresh Overheads: A Case for Refresh-Aware Process Scheduling. ASPLOS (2017)

Mahmut T. Kandemir.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mahmut T. Kandemir