Ipoom Jeong
Ipoom Jeong
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A4: Microarchitecture-Aware LLC Management for Datacenter Servers with Emerging I/O Devices
This work uncovers two previously unknown sources of Last-Level Cache (LLC) contention in Intel Xeon CPUs caused by high-bandwidth I/O devices and proposes A4, a runtime LLC management framework that mitigates these issues. A4 improves performance for latency-sensitive workloads by 51% without significantly affecting low-priority workloads.
Haneul Park
,
Jiaqi Lou
,
Sangjin Lee
,
Yifan Yuan
,
KyoungSoo Park
,
Yongseok Son
,
Ipoom Jeong
,
Nam Sung Kim
UPP: Universal Predicate Pushdown to Smart Storage
This work introduces Universal Predicate Pushdown (UPP), a flexible in-storage processing (ISP) approach that accelerates modern analytical queries by offloading complex filter predicates to FPGA-based storage using a custom instruction set. By efficiently handling diverse operators and data formats, UPP achieves 1.2×–7.9× speedups on Spark queries over a 100 GB TPC-H dataset without requiring changes to input data formats.
Ipoom Jeong
,
Jinghan Huang
,
Chuxuan Hu
,
Dohyun Park
,
Jaeyoung Kang
,
Nam Sung Kim
,
Yongjoo Park
Intel® In-Memory Analytics Accelerator: Performance Characterization and Guidelines
The rapid advancements in CPU performance have slowed due to the end of Dennard scaling and the exponential growth of data, making it …
Jaeyoung Kang
,
Qirong Xia
,
Ipoom Jeong
,
Yongjoo Park
,
Nam Sung Kim
Demystifying a CXL Type-2 Device: A Heterogeneous Cooperative Computing Perspective
CXL is the latest interconnect technology built on PCIe, providing three protocols to facilitate three distinct types of devices, each …
Houxiang Ji
,
Srikar Vanavasam
,
Yang Zhou
,
Qirong Xia
,
Jinghan Huang
,
Yifan Yuan
,
Ren Wang
,
Pekon Gupta
,
Bhushan Chitlur
,
Ipoom Jeong
,
Nam Sung Kim
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Intel Accelerator Ecosystem: An SoC-Oriented Perspective
TBD
Yifan Yuan
,
Ren Wang
,
Narayan Ranganathan
,
Nikhil Rao
,
Sanjay Kumar
,
Philip Lantz
,
Vivekananthan Sanjeepan
,
Jorge Cabrera
,
Atul Kwatra
,
Rajesh Sankaran
,
Ipoom Jeong
,
Nam Sung Kim
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