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29th IEEE International Symposium on High-Performance Computer Architecture (HPCA-29)

29th IEEE International Symposium on High-Performance Computer Architecture (HPCA-29)

Montreal, QC , Canada

Submission Deadline: Monday 25 Jul 2022

Conference Dates: Feb 25, 2023 - Mar 01, 2023

Research
Impact Score 2.50

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Ranking & Metrics Impact Score is a novel metric devised to rank conferences based on the number of contributing the best scientists in addition to the h-index estimated from the scientific papers published by the best scientists. See more details on our methodology page.

Research Impact Score: 2.50
Contributing Best Scientists: 16
H5-index:
Papers published by Best Scientists 17
Research Ranking (Computer Science) 57
Research Ranking (Electronics and Electrical Engineering) 47

Conference Call for Papers

The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA) will be held in Montreal, Canada in 2023. HPCA is a high-impact venue for presenting research results on a wide range of computer architecture topics. Some computer architecture topics of interest are listed below, but we encourage authors to contact the PC chair if they have a question regarding if a topic not listed fits:

Accelerators
Approximate Computing
Compilers/PL for novel architectures
CPU/Microarchitecture
Domain-Specific Processing
Embedded/IoT/Edge
FPGA, CGRA, Reconfigurable Systems
GPGPU/GPU Computing
Integration (3D/chiplets/interposer/wafer-scale)
Memory/Storage
Measurement, Modeling, Simulation
Near/In-Memory Computing
Networks and Interconnects
Neuromorphic Computing
Quantum/ Superconducting Computing
Reliability/Fault Tolerance
Security/Privacy
HPCA-2023 features a separate Industry Track with a separate call for papers. The goal of the HPCA Industry Track is to publish papers that are written by industry authors and their content relates to industrial products/processes.

Overview

Top Research Topics at High-Performance Computer Architecture?

  • Parallel computing (38.71%)
  • Cache (18.86%)
  • Embedded system (15.72%)

High-Performance Computer Architecture mainly deals with areas of study such as Parallel computing, Cache, Embedded system, Computer network and Operating system. It focuses on Parallel computing but the discussions also offer insight into other areas such as Multithreading and Thread (computing). Cache algorithms, Cache pollution, Cache coloring, Smart Cache and Page cache are all topics related to Cache research discussed.

Cache invalidation, Bus sniffing and Cache-oblivious algorithm are some of the study areas of Cache algorithms discussed. Many of the studies tackled connect Embedded system with a similar field of study like Dram. Computer network research featured in High-Performance Computer Architecture incorporates concerns from various other topics such as Scalability and Distributed computing.

The presented research on Distributed computing deals specifically with Shared memory but it also addresses topics in Uniform memory access. Uniform memory access research presented in the conference encompasses a variety of subjects, including Registered memory and Memory map. The majority of Operating system studies in the conference are focused on the subject of Software.

What are the most cited papers published at the conference?

  • Evaluating MapReduce for Multi-core and Multiprocessor Systems (909 citations)
  • Dynamic thermal management for high-performance microprocessors (797 citations)
  • LogTM: log-based transactional memory (655 citations)

Research areas of the most cited articles at High-Performance Computer Architecture:

The published articles investigate areas of study like Parallel computing, Embedded system, Cache, Operating system and Cache pollution. The studies on Parallel computing discussed at the conference papers can also contribute to research in the domains of Scalability and Thread (computing). While work presented in the conference articles provide substantial information on Embedded system, it also covers topics in Dram, Computer hardware and Chip.

What topics the last edition of the conference is best known for?

  • Operating system
  • Central processing unit
  • Computer network

The previous edition focused in particular on these issues:

High-Performance Computer Architecture aims to foster the development of research in Memory management, Parallel computing, Cache, Speedup and Throughput (business). High-Performance Computer Architecture facilitates discussions on Memory management that incorporate concepts from other fields like Dram, Memory architecture, Overhead (computing), Artificial neural network and Memory bandwidth. The research on Parallel computing featured in it combines topics in other fields like Compiler and Data structure.

The discussions emphasized the topic of Cache in an attempt to further explore the field of Computer network. Topics in Speedup were tackled in line with various other fields like Sparse matrix-vector multiplication, Sparse matrix, Xeon and Microarchitecture. Aside from discussions in Key (cryptography), it also deals with the subject of Embedded system which intersects with Software bug, Performance engineering and Page cache disciplines.

The most cited articles from the last conference are:

  • SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning (15 citations)
  • BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows (8 citations)
  • SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures (8 citations)

Papers citation over time

A key indicator for each conference is its effectiveness in reaching other researchers with the papers published at that venue.

The chart below presents the interquartile range (first quartile 25%, median 50% and third quartile 75%) of the number of citations of articles over time.

Research.com

The top authors publishing at High-Performance Computer Architecture (based on the number of publications) are:

  • Josep Torrellas (35 papers) published 1 paper at the last edition,
  • Onur Mutlu (27 papers) published 2 papers at the last edition, 1 more than at the previous edition,
  • David Brooks (17 papers) published 2 papers at the last edition, 1 more than at the previous edition,
  • Nam Sung Kim (17 papers) published 1 paper at the last edition,
  • Antonio González (16 papers) absent at the last edition.

The overall trend for top authors publishing at this conference is outlined below. The chart shows the number of publications at each edition of the conference for top authors.

Research.com

Only papers with recognized affiliations are considered

The top affiliations publishing at High-Performance Computer Architecture (based on the number of publications) are:

  • Intel (100 papers) published 5 papers at the last edition, 1 more than at the previous edition,
  • University of Illinois at Urbana–Champaign (72 papers) published 3 papers at the last edition, 2 more than at the previous edition,
  • University of Wisconsin-Madison (64 papers) published 2 papers at the last edition, 1 more than at the previous edition,
  • IBM (61 papers) absent at the last edition,
  • University of Texas at Austin (48 papers) published 1 paper at the last edition the same number as at the previous edition.

The overall trend for top affiliations publishing at this conference is outlined below. The chart shows the number of publications at each edition of the conference for top affiliations.

Research.com

Publication chance based on affiliation

The publication chance index shows the ratio of articles published by the best research institutions at the conference edition to all articles published within that conference. The best research institutions were selected based on the largest number of articles published during all editions of the conference.

The chart below presents the percentage ratio of articles from top institutions (based on their ranking of total papers).Top affiliations were grouped by their rank into the following tiers: top 1-10, top 11-20, top 21-50, and top 51+. Only articles with a recognized affiliation are considered.

Research.com

During the most recent 2021 edition, 1.45% of publications had an unrecognized affiliation. Out of the publications with recognized affiliations, 23.53% were posted by at least one author from the top 10 institutions publishing at the conference. Another 30.88% included authors affiliated with research institutions from the top 11-20 affiliations. Institutions from the 21-50 range included 20.59% of all publications and 25.00% were from other institutions.

Returning Authors Index

A very common phenomenon observed among researchers publishing scientific articles is the intentional selection of conferences they have already attended in the past. In particular, it is worth analyzing the case when the authors participate in the same conference from year to year.

The Returning Authors Index presented below illustrates the ratio of authors who participated in both a given as well as the previous edition of the conference in relation to all participants in a given year.

Research.com

Returning Institution Index

The graph below shows the Returning Institution Index, illustrating the ratio of institutions that participated in both a given and the previous edition of the conference in relation to all affiliations present in a given year.

Research.com

The experience to innovation index

Our experience to innovation index was created to show a cross-section of the experience level of authors publishing at a conference. The index includes the authors publishing at the last edition of a conference, grouped by total number of publications throughout their academic career (P) and the total number of citations of these publications ever received (C).

The group intervals were selected empirically to best show the diversity of the authors' experiences, their labels were selected as a convenience, not as judgment. The authors were divided into the following groups:

  • Novice - P < 5 or C < 25 (the number of publications less than 5 or the number of citations less than 25),
  • Competent - P < 10 or C < 100 (the number of publications less than 10 or the number of citations less than 100),
  • Experienced - P < 25 or C < 625 (the number of publications less than 25 or the number of citations less than 625),
  • Master - P < 50 or C < 2500 (the number of publications less than 50 or the number of citations less than 2500),
  • Star - P ≥ 50 and C ≥ 2500 (both the number of publications greater than 50 and the number of citations greater than 2500).

Research.com

The chart below illustrates experience levels of first authors in cases of publications with multiple authors.

Research.com

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Previous Editions

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