EMERALD: Characterization of emerging applications and algorithms for low-power devices

Chuanjun Zhang; Glenn G. Ko; Jung Wook Choi; Shang Nien Tsai; Minje Kim; Abner Guzman Rivera; Robin A Rutenbar; Paris Smaragdis; Mi Sun Park; Vijaykrishnan Narayanan; Hongyi Xin; Onur Mutlu; Bin Li; Li Zhao; Mei Chen; Ravi Iyer

doi:10.1109/ISPASS.2013.6557154

EMERALD: Characterization of emerging applications and algorithms for low-power devices

Chuanjun Zhang, Glenn G. Ko, Jung Wook Choi, Shang Nien Tsai, Minje Kim, Abner Guzman Rivera, Robin A Rutenbar, Paris Smaragdis, Mi Sun Park, Vijaykrishnan Narayanan, Hongyi Xin, Onur Mutlu, Bin Li, Li Zhao, Mei Chen, Ravi Iyer

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Compute-intensive applications are emerging in intelligent home, retail store and automotive industries. These applications are becoming more sophisticated with new features rich in audio, video, image, and machine learning capabilities that demand heavy computations. We present the EMERALD (EMERging Applications and algorithms for Low power Device) workload suite. We profile the workloads to show the hotspot functions that are candidates for hardware accelerators.

Original language	English (US)
Title of host publication	ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software
Publisher	IEEE Computer Society
Pages	122-123
Number of pages	2
ISBN (Print)	9781467357777
DOIs	https://doi.org/10.1109/ISPASS.2013.6557154
State	Published - 2013
Event	2013 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2013 - Austin, TX, United States Duration: Apr 21 2013 → Apr 23 2013

Publication series

Name	ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software

Other

Other	2013 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2013
Country/Territory	United States
City	Austin, TX
Period	4/21/13 → 4/23/13

ASJC Scopus subject areas

Software

Online availability

10.1109/ISPASS.2013.6557154

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Zhang, C., Ko, G. G., Choi, J. W., Tsai, S. N., Kim, M., Rivera, A. G., Rutenbar, R. A., Smaragdis, P., Park, M. S., Narayanan, V., Xin, H., Mutlu, O., Li, B., Zhao, L., Chen, M., & Iyer, R. (2013). EMERALD: Characterization of emerging applications and algorithms for low-power devices. In ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software (pp. 122-123). Article 6557154 (ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software). IEEE Computer Society. https://doi.org/10.1109/ISPASS.2013.6557154

EMERALD: Characterization of emerging applications and algorithms for low-power devices. / Zhang, Chuanjun; Ko, Glenn G.; Choi, Jung Wook et al.
ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software. IEEE Computer Society, 2013. p. 122-123 6557154 (ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, C, Ko, GG, Choi, JW, Tsai, SN, Kim, M, Rivera, AG, Rutenbar, RA, Smaragdis, P, Park, MS, Narayanan, V, Xin, H, Mutlu, O, Li, B, Zhao, L, Chen, M & Iyer, R 2013, EMERALD: Characterization of emerging applications and algorithms for low-power devices. in ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software., 6557154, ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software, IEEE Computer Society, pp. 122-123, 2013 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2013, Austin, TX, United States, 4/21/13. https://doi.org/10.1109/ISPASS.2013.6557154

Zhang C, Ko GG, Choi JW, Tsai SN, Kim M, Rivera AG et al. EMERALD: Characterization of emerging applications and algorithms for low-power devices. In ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software. IEEE Computer Society. 2013. p. 122-123. 6557154. (ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software). doi: 10.1109/ISPASS.2013.6557154

Zhang, Chuanjun ; Ko, Glenn G. ; Choi, Jung Wook et al. / EMERALD : Characterization of emerging applications and algorithms for low-power devices. ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software. IEEE Computer Society, 2013. pp. 122-123 (ISPASS 2013 - IEEE International Symposium on Performance Analysis of Systems and Software).

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abstract = "Compute-intensive applications are emerging in intelligent home, retail store and automotive industries. These applications are becoming more sophisticated with new features rich in audio, video, image, and machine learning capabilities that demand heavy computations. We present the EMERALD (EMERging Applications and algorithms for Low power Device) workload suite. We profile the workloads to show the hotspot functions that are candidates for hardware accelerators.",

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EMERALD: Characterization of emerging applications and algorithms for low-power devices

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