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Bekir O Turkkan
Researcher, Research, International Business Machines
Joined
April 2023
Names
Bekir O Turkkan
(Preferred)
,
Bekir O. Turkkan
,
Bekir Oguzhan Turkkan
Emails
****@buffalo.edu
(Confirmed)
,
****@ibm.com
(Confirmed)
Personal Links
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Research,
International Business Machines
(ibm.com)
2023
–
Present
PhD student
CSE,
State University of New York at Buffalo
(buffalo.edu)
2015
–
2023
MS student
CSE,
Syracuse University
(syr.edu)
2012
–
2015
Undergrad student
EE,
Middle East Technical University
(metu.edu.tr)
2006
–
2011
Advisors, Relations & Conflicts
Coworker
Ting Dai
2022
–
2025
PhD Advisor
Jaroslaw Zola
2021
–
2023
PhD Advisor
Changyou Chen
2019
–
2023
PhD Advisor
Tevfik Kosar
2015
–
2023
Expertise
Multimedia Systems
2019
–
Present
Reinforcement Learning
2019
–
Present
Distributed Systems
2015
–
Present
Publications
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha
,
Rohan R. Arora
,
Yuji Watanabe
,
Takumi Yanagawa
,
Yinfang Chen
,
Jackson Clark
,
Bhavya
,
Mudit Verma
,
Harshit Kumar
,
Hirokuni Kitahara
,
Noah Zheutlin
,
Saki Takano
,
Divya Pathak
,
Felix George
,
Xinbo Wu
,
Bekir O. Turkkan
,
Gerard Vanloo
,
Michael Nidd
,
Ting Dai
,
Oishik Chatterjee
et al. (23 additional authors not shown)
CoRR 2025
Readers:
Everyone
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha
,
Rohan R. Arora
,
Yuji Watanabe
,
Takumi Yanagawa
,
Yinfang Chen
,
Jackson Clark
,
Bhavya Bhavya
,
Mudit Verma
,
Harshit Kumar
,
Hirokuni Kitahara
,
Noah Zheutlin
,
Saki Takano
,
Divya Pathak
,
Felix George
,
Xinbo Wu
,
Bekir O Turkkan
,
Gerard Vanloo
,
Michael Nidd
,
Ting Dai
,
Oishik Chatterjee
et al. (20 additional authors not shown)
ICML 2025 oral
Readers:
Everyone
GreenABR+: Generalized Energy-Aware Adaptive Bitrate Streaming
Bekir Oguzhan Turkkan
,
Ting Dai
,
Adithya Raman
,
Tevfik Kosar
,
Changyou Chen
,
Muhammed Fatih Bulut
,
Jaroslav Zola
,
Daby Sow
ACM Trans. Multim. Comput. Commun. Appl. 2024
Readers:
Everyone
SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration
Xi Yang
,
Paulito Palmes
,
Saurabh Jha
,
Bekir O. Turkkan
,
Gerard Vanloo
,
Frank Bagehorn
,
Chandra Narayanaswami
,
Larisa Shwartz
,
Naoki Abe
,
Yu Deng
,
Daby M. Sow
CLOUD 2024
Readers:
Everyone
Optimal Workload Placement on Multi-Instance GPUs
Bekir O. Turkkan
,
Pavankumar Murali
,
Pavithra Harsha
,
Rohan Arora
,
Gerard Vanloo
,
Chandra Narayanaswami
CoRR 2024
Readers:
Everyone
Benchmarking Distributed Coordination Systems: A Survey and Analysis
Bekir O. Turkkan
,
Tevfik Kosar
,
Aleksey Charapko
,
Ailidani Ailijiang
,
Murat Demirbas
CoRR 2024
Readers:
Everyone
LL-GABR: Energy Efficient Live Video Streaming Using Reinforcement Learning
Adithya Raman
,
Bekir O. Turkkan
,
Tevfik Kosar
CoRR 2024
Readers:
Everyone
Modeling Video Playback Power Consumption on Mobile Devices
Bekir O. Turkkan
,
Adithya Raman
,
Tevfik Kosar
GMSys@MMSys 2024
Readers:
Everyone
Meta-learning Generalized AIOps Models for Multi-cloud Computer using Digital Twins
Xi Yang
,
Saurabh Jha
,
Paulito Palmes
,
Bekir O. Turkkan
,
Gerard Vanloo
,
Chandra Narayanaswami
,
Larisa Shwartz
CASCON 2023
Readers:
Everyone
GreenABR: energy-aware adaptive bitrate streaming with deep reinforcement learning
Bekir Oguzhan Turkkan
,
Ting Dai
,
Adithya Raman
,
Tevfik Kosar
,
Changyou Chen
,
Muhammed Fatih Bulut
,
Jaroslaw Zola
,
Daby Sow
Published: 01 Jan 2022, Last Modified: 15 May 2023
MMSys 2022
Readers:
Everyone
View all 11 publications
Co-Authors
Adithya Raman
Ailidani Ailijiang
Aleksey Charapko
Ameet Rahane
Amit M. Paradkar
Amit Paradkar
Anca Sailer
Bhavya
Bhavya Bhavya
Carlos Fonseca
Chandra Narayanaswami
Chandrasekhar Narayanaswami
Changyou Chen
Daby M. Sow
Daby Sow
Debanjana Kar
Divya Pathak
Felix George
Frank Bagehorn
Gerard Vanloo
Harshit Kumar
Hirokuni Kitahara
Jackson Clark
Jae-wook Ahn
Jaroslav Zola
View all 62 co-authors