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Jamshidi, Pooyan
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1

Sponge : Inference Serving with Dynamic SLOs Using In-Pl..:

, In: Proceedings of the 4th Workshop on Machine Learning and Systems,
Razavi, Kamran ; Ghafouri, Saeid ; Mühlhäuser, Max.. - p. 184-191 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

CaRE: Finding Root Causes of Configuration Issues in Highly..:

Hossen, Md Abir ; Kharade, Sonam ; Schmerl, Bradley...
IEEE Robotics and Automation Letters.  8 (2023)  7 - p. 4115-4122 , 2023
Link: https://doi.org/10.1109/..
 
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3

CAMEO : A Causal Transfer Learning Approach for Performa..:

, In: Proceedings of the 2023 ACM Symposium on Cloud Computing,
Iqbal, Md Shahriar ; Zhong, Ziyuan ; Ahmad, Iftakhar.. - p. 555-571 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Reconciling High Accuracy, Cost-Efficiency, and Low Latency..:

, In: Proceedings of the 3rd Workshop on Machine Learning and Systems,
Salmani, Mehran ; Ghafouri, Saeid ; Sanaee, Alireza... - p. 78-86 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

SPEC Research - Introducing the Predictive Data Analytics W..:

, In: Companion of the 2022 ACM/SPEC International Conference on Performance Engineering,
Bauer, André ; Leznik, Mark ; Iqbal, Md Shahriar... - p. 13-14 , 2022
Link: https://dl.acm.org/doi/1..
 
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6

On Debugging the Performance of Configurable Software Syste..:

, In: 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE),
Velez, Miguel ; Jamshidi, Pooyan ; Siegmund, Norbert.. - p. 1571-1583 , 2022
Link: https://doi.org/10.1145/..
 
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7

Change Point Detection for MongoDB Time Series Performance ..:

, In: Companion of the 2022 ACM/SPEC International Conference on Performance Engineering,
Leznik, Mark ; Iqbal, Md Shahriar ; Trubin, Igor... - p. 45-48 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

FELARE: Fair Scheduling of Machine Learning Tasks on Hetero..:

, In: 2022 IEEE 15th International Conference on Cloud Computing (CLOUD),
Mokhtari, Ali ; Hossen, Md Abir ; Jamshidi, Pooyan. - p. 459-468 , 2022
Link: https://doi.org/10.1109/..
 
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9

Unicorn : reasoning about configurable system performanc..:

, In: Proceedings of the Seventeenth European Conference on Computer Systems,
Iqbal, Md Shahriar ; Krishna, Rahul ; Javidian, Mohammad Ali.. - p. 199-217 , 2022
Link: https://dl.acm.org/doi/1..
 
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10

On debugging the performance of configurable software syste..:

, In: Proceedings of the 44th International Conference on Software Engineering,
Velez, Miguel ; Jamshidi, Pooyan ; Siegmund, Norbert.. - p. 1571-1583 , 2022
Link: https://dl.acm.org/doi/1..
 
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11

Accelerating Recursive Partition-Based Causal Structure Lea..:

, In: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems,
Rahman, Md. Musfiqur ; Rasheed, Ayman ; Khan, Md. Mosaddek... - p. 1028-1036 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

An Order-Independent Algorithm for Learning Chain Graphs:

Jamshidi, Pooyan ; Valtorta, Marco ; Javidian, Mohammad Ali
The International FLAIRS Conference Proceedings.  34 (2021)  1 - p. , 2021
Link: https://doi.org/10.32473..
 
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13

Developing Self-Adaptive Microservice Systems: Challenges a..:

Mendonca, Nabor C. ; Jamshidi, Pooyan ; Garlan, David.
IEEE Software.  38 (2021)  2 - p. 70-79 , 2021
Link: https://doi.org/10.1109/..
 
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14

White-Box Analysis over Machine Learning : Modeling Perf..:

, In: Proceedings of the 43rd International Conference on Software Engineering,
Velez, Miguel ; Jamshidi, Pooyan ; Siegmund, Norbert.. - p. 1072-1084 , 2021
Link: https://dl.acm.org/doi/1..
 
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15

Whence to Learn? Transferring Knowledge in Configurable Sys..:

Krishna, Rahul ; Nair, Vivek ; Jamshidi, Pooyan.
IEEE Transactions on Software Engineering.  47 (2021)  12 - p. 2956-2972 , 2021
Link: https://doi.org/10.1109/..
 
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