Mahmut Kandemir

Professor of Computer Science

Mahmut Kandemir

Research Summary

Optimizing compilers, runtime systems, mobile systems, embedded systems, I/O and high performance storage, non volatile processors and memory, and public cloud service

Huck Affiliations

Most Recent Publications

Enhancing Address Translations in Throughput Processors via Compression

Xulong Tang, Ziyu Zhang, Weizhang Xu, Mahmut Kandemir, Rami Melhem, Jun Yang, IEEE PACT

Design of a Host Interface Logic for GC-Free SSDs

Myoungsoo Jung, Wonil Choi, Miryeong Kwon, Shekhar Srikantaiah, Joonhyuk Yoo, Mahmut Kandemir, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

FastDrain: Removing Page Victimization Overheads in NVMe Storage Stack

Jie Zhang, Miryeong Kwon, Sanghyun Han, Nam Sung Kim, Mahmut Kandemir, Myoungsoo Jung, IEEE Computer Architecture Letters

FPGA-based accelerator for adaptive banded event alignment in nanopore sequencing data analysis

Yilin Feng, Zheyu Li, Gulsum Gudukbay Akbulut, Vijaykrishnan Narayanan, Mahmut Taylan Kandemir, Chitaranjan Das, 2025, BMC Bioinformatics

Load and MLP-Aware Thread Orchestration for Recommendation Systems Inference on CPUs

Rishabh Jain, Teyuh Chou, Onur Kayiran, John Kalamatianos, Gabriel Loh, Mahmut Kandemir, Chita Das, 2025, ASPLOS 2025

Pirate: No Compromise Low-Bandwidth VR Streaming for Edge Devices

Yingtian Zhang, Yan Kang, Wanhang Lu, Sijie Lan, Huijuan Xu, Kiwan Maeng, Anand Sivasubramaniam, Mahmut Kandemir, Chita Das, 2025, ASPLOS 2025

AnyKey: A Key-Value SSD for All Workload Types

Chanyoung Park, Jungho Lee, Chun-Yi Liu, Kyungtae Kang, Mahmut Kandemir, Wonil Choi, 2025, ASPLOS

Studying CPU and memory utilization of applications on Fujitsu A64FX and Nvidia Grace Superchip

Yan Kang, Sayan Ghosh, Mahmut Kandemir, Andrés Márquez, 2024, on p. 198-207

SpotVerse: Optimizing Bioinformatics Workflows with Multi-Region Spot Instances in Galaxy and Beyond

Myungjun Son, Gulsum Gudukbay, Mahmut Kandemir, 2024, on p. 74-87

Towards SLO-Compliant and Cost-Effective Serverless Computing on Emerging GPU Architectures

Vivek M. Bhasi, Aakash Sharma, Rishabh Jain, Jashwant Raj Gunasekaran, Ashutosh Pattnaik, Mahmut Taylan Kandemir, Chita Das, 2024, on p. 211-224

Most-Cited Papers

Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities

A. Pattnaik, X Tang, A. Jog, O. Kayiran, A.K. Mishra, Mahmut T. Kandemir, O. Mutlu, Chita R. Das, 2016, Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT on p. 31-44

Flashshare: Punching through server storage stack from kernel to firmware for ultra-low latency SSDs

Jie Zhang, Miryeong Kwon, Donghyun Gouk, Sungjoon Koh, Changlim Lee, Mohammad Alian, Myoungjun Chun, Mahmut Taylan Kandemir, Nam Sung Kim, Jihong Kim, Myoungsoo Jung, 2018, on p. 477-492

Fifer: Tackling resource underutilization in the serverless era

Jashwant Raj Gunasekaran, Prashanth Thinakaran, Nachiappan C. Nachiappan, Mahmut Taylan Kandemir, Chita R. Das, 2020, on p. 280-295

A case for core-assisted bottleneck acceleration in GPUs: Enabling flexible data compression with assist warps

Nandita Vijaykumar, Gennady Pekhimenko, Adwait Jog, Abhishek Bhowmick, Rachata Ausavarungnirun, Chita Das, Mahmut Kandemir, Todd C. Mowry, Onur Mutlu, 2015, on p. 41-53

Amber∗: Enabling precise full-system simulation with detailed modeling of all ssd resources

Donghyun Gouk, Miryeong Kwon, Jie Zhang, Sungjoon Koh, Wonil Choi, Nam Sung Kim, Mahmut Kandemir, Myoungsoo Jung, 2018, on p. 469-481

Managing GPU Concurrency in Heterogeneous Architectures

Onur Kayiran, Nachiappan Chidambaram Nachiappan, Adwait Jog, Rachata Ausavarungnirun, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, Chita R. Das, 2015, on p. 114-126

Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks

Weilin Cong, Rana Forsati, Mahmut Kandemir, Mehrdad Mahdavi, 2020, on p. 1393-1403

Kraken: Adaptive container provisioning for deploying dynamic DAGs in serverless platforms

Vivek M. Bhasi, Jashwant Raj Gunasekaran, Prashanth Thinakaran, Cyan Subhra Mishra, Mahmut Taylan Kandemir, Chita Das, 2021, on p. 153-167

Anatomy of GPU memory system for multi-application execution

Adwait Jog, Onur Kayiran, Tuba Kesten, Ashutosh Pattnaik, Evgeny Bolotin, Niladrish Chatterjee, Stephen W. Keckler, Mahmut T. Kandemir, Chita R. Das, 2015, on p. 223-234

Spock: Exploiting serverless functions for SLO and cost aware resource procurement in public cloud

Jashwant Gunasekaran, Prashanth Thinakaran, Mahmut Kandemir, Bhuvan Urgaonkar, Chitaranjan Das, George Kesidis, B Urgaonkar, Chita Das, 2019, CLOUD on p. 199--208