Sunday, June 25, 2017 PM 6:00 Reception (Grand East L & Foyer) Monday, June 26, 2017 AM 7:00-8:15 Breakfast (Grand Centre & Foyer) 8:15-8:30 Welcoming Remarks (Grand East L) 8:30-9:30 Keynote 1: (Grand East L) CMOS Scaling Trends and Beyond, Mark Bohr, Intel Chair: Antonio Gonzalez 9:30-10:30 Lightning Talks (Grand East L) Chair: 10:30-11:00 Break (Grand Centre + Foyer) 11:00-12:00 Session 1: Machine Learning 1 (Grand East L) Chair: Reetuparna Das PM 12:00-1:30 Lunch (Grand Centre + Foyer) 1:30-2:30 Session 2A: IoT (Grand East L) Chair: Natalie Enright-Jerger Session 2B: Security 1 (Grand West) Chair: Drew Hilton 2:30-3:30 Session 3A: Power and Energy (Grand East L) Chair: Carole-Jean Wu Session 3B: Parallelism 1 (Grand West) Chair: Abdullah Muzahid 3:30-4:00 Break (Grand Centre + Foyer) 4:00-5:40 Session 4A: Reliability (Grand East L) Chair: Paul Whatmough Session 4B: GPUs (Grand West) Chair: Koji Inoue 5:45-7:15 Business Meeting (Grand East L) Tuesday, June 27, 2017 AM 7:00-8:30 Breakfast (Grand Centre & Foyer) 8:30-9:30 Keynote 2: (Grand East L) More Moore: Thinking Outside the (Server) Box, Parthasarathy (Partha) Ranganathan, Google Chair: Kunle Olukotun 9:30-10:30 Lightning Talks (Grand East L) Chair: 10:30-11:00 Break (Grand Centre + Foyer) 11:00-12:00 Session 5: Security (Grand East L) Chair: G. Edward Suh PM 12:00-2:00 Lunch (Osgoode Ballroom) 2:00-3:20 Session 6A: Accelerator Design (Grand East L) Chair: Lisa Wu Session 6B: Virtualization and Translation (Grand West) Chair: Daniel Sanchez 3:20-4:00 Session 7A: Architectural support for Languages (Grand East L) Chair: Adrian Sampson Session 7B: Datacenters (Grand West) Chair: Mike Ferdman 4:00-4:15 Break (Grand Centre + Foyer) 4:15-5:30 Panel (Grand East L) (Please see Programs>Panel) 6:00-9:00 Reception at AGO Wednesday, June 28, 2017 AM 7:00-9:00 Breakfast (Grand Centre & Foyer) 9:00-10:00 Session 8A: Machine Learning 2 (Grand East L) Chair: Yakun Sophia Shao Session 8B: Parallelism 2 (Grand West) Chair: Kim Hazelwood 10:00-10:30 Break (Grand Centre + Foyer) 10:30-11:50 Session 9A: Memory Systems (Grand East L) Chair: Josep Torrellas Session 9B: Network-on-Chip (Grand West) Chair: Kei Hiraki 11:50-12:00 Conference Closing (Grand East L)

Monday, June 26, 2017

Keynote 1: CMOS Scaling Trends and Beyond, Mark Bohr, Intel

Chair: Antonio Gonzalez

Abstract: Scaling transistors and following Moore’s Law have served our industry well for more than 50 years in providing integrated circuits that are denser, cheaper, higher performance and lower power. And despite occasional reports of its demise, Moore’s Law is alive and well. But progress in scaling CMOS has not come easily. We’ve had to continually invent and introduce new materials and new device structures to deliver the performance, power and cost improvements expected of each new generation. This talk will describe trends in CMOS scaling over the past decade and discuss some of the new directions and device options being explored to continue scaling into the future.

Monday, 11:00am-12:00pm

Session 1: Machine Learning 1

Chair: Reetuparna Das

· In-Datacenter Performance Analysis of a Tensor Processing Unit,
Norman P. Jouppi, Cliff Young, Nishant Patil, David Patterson, Gaurav Agrawal, Raminder Bajwa, Sarah Bates, Suresh Bhatia, Nan Boden, Al Borchers, Rick Boyle, Pierre-luc Cantin, Clifford Chao, Chris Clark, Jeremy Coriell, Mike Daley, Matt Dau, Jeffrey Dean, Ben Gelb, Tara Vazir Ghaemmaghami, Rajendra Gottipati, William Gulland, Robert Hagmann, C. Richard Ho, Doug Hogberg, John Hu, Robert Hundt, Dan Hurt, Julian Ibarz, Aaron Jaffey, Alek Jaworski, Alexander Kaplan, Harshit Khaitan, Daniel Killebrew, Andy Koch, Naveen Kumar, Steve Lacy, James Laudon, James Law, Diemthu Le, Chris Leary, Zhuyuan Liu, Kyle Lucke, Alan Lundin, Gordon MacKean, Adriana Maggiore, Maire Mahony, Kieran Miller, Rahul Nagarajan, Ravi Narayanaswami, Ray Ni, Kathy Nix, Thomas Norrie, Mark Omernick, Narayana Penukonda, Andy Phelps, Jonathan Ross, Matt Ross, Amir Salek, Emad Samadiani, Chris Severn, Gregory Sizikov, Matthew Snelham, Jed Souter, Dan Steinberg, Andy Swing, Mercedes Tan, Gregory Thorson, Bo Tian, Horia Toma, Erick Tuttle, Vijay Vasudevan, Richard Walter, Walter Wang, Eric Wilcox, and Doe Hyun Yoon (Google)

· SCALEDEEP: A Scalable Compute Architecture for Learning and Evaluating Deep Networks,
Swagath Venkataramani§, Ashish Ranjan§, Sasikanth Avancha‡, Ashok Jagannathan‡, Anand Raghunathan§, Subarno Banerjee‡, Dipankar Das‡, Ajaya Durg‡, Dheemanth Nagaraj‡, Bharat Kaul‡, and Pradeep Dubey‡ (§ School of ECE, Purdue University, ‡ Parallel Computing Lab, Intel Corporation)

· SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks,
Angshuman Parashar†, Minsoo Rhu†, Anurag Mukkara‡, Antonio Puglielli∗, Rangharajan Venkatesan†, Brucek Khailany†, Joel Emer†‡, Stephen W. Keckler†, and William J. Dally†⋄ (NVIDIA† Massachusetts Institute of Technology‡ UC-Berkeley∗ Stanford University⋄)

Monday, 1:30pm-2:30pm

Session 2A: IoT

Chair: Natalie Enright-Jerger

· Bespoke Processors for Applications with Ultra-low Area and Power Constraints,
Hari Cherupalli (University of Minnesota), Henry Duwe, Weidong Ye, Rakesh Kumar (University of Illinois), John Sartori (University of Minnesota)

· A Programmable Galois Field Processor for the Internet of Things,
Yajing Chen, Shengshuo Lu, Cheng Fu, David Blaauw, Ronald Dreslinski Jr, Trevor Mudge, and Hun-Seok Kim (University of Michigan, Ann Arbor)

· XPro: A Cross-End Processing Architecture for Data Analytics in Wearables,
Aosen Wang (State University of New York at Buffalo), Lizhong Chen (Oregon State University), Wenyao Xu (State University of New York at Buffalo)

Monday, 1:30pm-2:30pm

Session 2B: Security 1

Chair: Drew Hilton

· Regaining Lost Cycles with HotCalls: A Fast Interface for SGX Secure Enclaves,
Ofir Weisse, Valeria Bertacco, Todd Austin (University of Michigan)

· InvisiMem: Smart Memory Defenses for Memory Bus Side Channel,
Shaizeen Aga and Satish Narayanasamy (University of Michigan, Ann Arbor)

· ObfusMem: A Low-Overhead Access Obfuscation for Trusted Memories,
Amro Awad (Sandia National Laboratories), Yipeng Wang (North Carolina State University), Deborah Shands (National Science Foundation), Yan Solihin (North Carolina State University)

Monday, 2:30pm-3:30pm

Session 3A: Power and Energy

Chair: Carole-Jean Wu

· ThermoGater: Thermally-Aware On-Chip Voltage Regulation,
S. Karen Khatamifard* Longfei Wang† Weize Yu† Selçuk Köse† Ulya R. Karpuzcu* (* University of Minnesota † University of South Florida )

· PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP,
Hailong Yang†, Quan Chen⋄, Moeiz Riaz⋆, Zhongzhi Luan†, Lingjia Tang⋆, Jason Mars⋆ (School of Computer Science and Engineering, Beihang University† Department of Computer Science and Engineering, Shanghai Jiao Tong University⋄, Department of Computer Science, University of Michigan - Ann Arbor⋆)

· CHARSTAR: Clock Hierarchy Aware Resource Scaling in Tiled ARchitectures,
Gokul Subramanian Ravi, Mikko H. Lipasti (Department of Electrical and Computer Engineering, University of Wisconsin - Madison)

Monday, 2:30pm-3:30pm

Session 3B: Parallelism 1

Chair: Abdullah Muzahid

· Chasing Away RAts: Semantics and Evaluation for Relaxed Atomics on Heterogeneous Systems,
Matthew D. Sinclair, Johnathan Alsop, Sarita V. Adve (University of Illinois at Urbana-Champaign)

· Hiding the Long Latency of Persist Barriers Using Speculative Execution,
Seunghee Shin, James Tuck, Yan Solihin (Dept. of Electrical and Computer Engineering North Carolina State University)

· Non-Speculative Load-Load Reordering in TSO,
Alberto Ros (Department of Computer Engineering University of Murci), Trevor E. Carlson, Mehdi Alipour, Stefanos Kaxiras (Department of Information Technology Uppsala University, Sweden)

Monday, 4:00pm-5:40pm

Session 4A: Reliability

Chair: Paul Whatmough

· MTraceCheck: Validating Non-Deterministic Behavior of Memory Consistency Models in Post-Silicon Validation,
Doowon Lee, Valeria Bertacco (University of Michigan)

· Redundant Memory Array Architecture for Efficient Selective Protection,
Ruohuang Zheng, Michael C. Huang (University of Rochester)

· Clank: Architectural Support for Intermittent Computation,
Matthew Hicks (Virginia Tech)

· MeRLiN: Exploiting Dynamic Instruction Behavior for Fast and Accurate Microarchitecture Level Reliability Assessment,
Manolis Kaliorakis, Dimitris Gizopoulos (Department of Informatics & Telecommunications University of Athens, Greece), Ramon Canal, Antonio Gonzalez (Computer Architecture Department Universitat Politecnica de Catalunya, Spain)

· The Reach Profiler (REAPER): Enabling the Mitigation of DRAM Retention Failures via Profiling at Aggressive Conditions,
Minesh Patel§‡ Jeremie S. Kim‡§ Onur Mutlu§‡ (§ETH Zurich ‡Carnegie Mellon University)

Monday, 4:00pm-5:40pm

Session 4B: GPUs

Chair: Koji Inoue

· Quality of Service Support for Fine-Grained Sharing on GPUs,
Zhenning Wang (Department of Computer Science Shanghai Jiao Tong University), Jun Yang, Rami Melhem, Bruce Childers, Youtao Zhang (University of Pittsburgh), Minyi Guo (Shanghai Jiao Tong University)

· Accelerating GPU Hardware Transactional Memory with Snapshot Isolation,
Sui Chen, Lu Peng, Samuel Irving (Division of Electrical & Computer Engineering Louisiana State University)

· Decoupled Affine Computation for SIMT GPUs,
Kai Wang, Calvin Lin (Department of Computer Science The University of Texas at Austin)

· Access Pattern-Aware Cache Management for Improving Data Utilization in GPU,
Gunjae Koo∗, Yunho Oh†, Won Woo Ro†, Murali Annavaram∗ (∗University of Southern California, †Yonsei University)

· MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability,
Akhil Arunkumar‡, Evgeny Bolotin†, Benjamin Cho∓, Ugljesa Milic+, Eiman Ebrahimi†, Oreste Villa†, Aamer Jaleel†, Carole-Jean Wu‡, David Nellans† (Arizona State University‡ NVIDIA† University of Texas at Austin∓ Barcelona Supercomputing Center / Universitat Politecnica de Catalunya+)

Tuesday, June 27, 2017

Keynote 2: More Moore: Thinking Outside the (Server) Box, Parthasarathy (Partha) Ranganathan, Google

Chair: Kunle Olukotun

Abstract: The computer architecture community faces an important and exciting challenge. On one hand, Moore’s law is slowing down, stressing traditional assumptions around cheaper and faster systems every year. But at the same time, our demand continues to grow at phenomenal rates, with deeper analysis over ever growing volumes of data and new diverse workloads in the cloud and smarter edge devices. Responding to this challenge will require “out-of-the-box” design ---considering the datacenter as the computer, co-designing across hardware and software, and developing new architectural constructs. In this talk, we will discuss these issues and propose likely scenarios for the evolution of future system architectures.

Tuesday, 11:00am-12:00pm

Session 5: Security 2

Chair: G. Edward Suh

· EDDIE: EM-Based Detection of Deviations in Program Execution,
Alireza Nazari∗, Nader Sehatbakhsh†, Monjur Alam◁, Alenka Zajic⋄, Milos Prvulovic∓ (Georgia Institute of Technology)

· Secure Hierarchy-Aware Cache Replacement Policy (SHARP): Defending Against Cache-Based Side Channel Attacks,
Mengjia Yan, Bhargava Gopireddy, Thomas Shull, Josep Torrellas (University of Illinois at Urbana-Champaign)

· Lemonade from Lemons: Harnessing Device Wearout to Create Limited-Use Security Architectures,
Zhaoxia Deng, (Department of Computer Science, University of California, Santa Barbara), Ariel Feldman, Stuart A. Kurtz, Frederic T. Chong (Department of Computer Science, University of Chicago)

Tuesday, 2:00pm-3:20pm

Session 6A: Accelerator Design

Chair: Lisa Wu

· LogCA: A High-Level Performance Model for Hardware Accelerators,
Muhammad Shoaib, Bin Altaf, David A. Wood (AMD Research Advanced Micro Devices, Inc., Computer Sciences Department University of Wisconsin-Madison)

· Plasticine: A Reconfigurable Architecture for Parallel Patterns,
Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matt Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun (Stanford University)

· A Programmable Hardware Accelerator for Simulating Dynamical Systems,
Jaeha Kung, Yun Long, Duckhwan Kim, Saibal Mukhopadhyay (Georgia Institute of Technology)

· Stream-Dataflow Acceleration,
Tony Nowatzki∗†, Vinay Gangadhar†, Newsha Ardalani†, Karthikeyan Sankaralingam† (∗University of California, Los Angeles † University of Wisconsin, Madison)

Tuesday, 2:00pm-3:20pm

Session 6B: Virtualization and Translation

Chair: Daniel Sanchez

· Hardware Translation Coherence for Virtualized Systems,
Zi Yan, Ján Veselý, Guilherme Cox, Abhishek Bhattacharjee (Department of Computer Science, Rutgers University)

· Hybrid TLB Coalescing: Improving TLB Translation Coverage under Diverse Fragmented Memory Allocations,
Chang Hyun Park, Taekyung Heo, Jungi Jeong, Jaehyuk Huh (School of Computing, KAIST)

· Do-It-Yourself Virtual Memory Translation,
Hanna Alam1, Tianhao Zhang2, Mattan Erez2, Yoav Etsion1 (Technion - Israel Institute of Technology 1, The University of Texas at Austin 2)

· Rethinking TLB Designs in Virtualized Environments: A Very Large Part-of-Memory TLB,
Jee Ho Ryoo, Nagendra Gulur†, Shuang Song, Lizy K. John (The University of Texas at Austin, †Texas Instruments)

Tuesday, 3:20pm-4:00pm

Session 7A: Architectural support for Languages

Chair: Adrian Sampson

· Language-level persistency,
Aasheesh Kolli, Vaibhav Gogte, Ali Saidi, Stephan Diestelhorst, Peter M. Chen, Satish Narayanasamy, Thomas F. Wenisch (University of Michigan, ARM)

· ShortCut: Architectural Support for Fast Object Access in Scripting Languages,
Jiho Choi, Thomas Shull, Maria J. Garzaran, Josep Torrellas (University of Illinois at Urbana-Champaign)

Tuesday, 3:20pm-4:00pm

Session 7B: Datacenters

Chair: Mike Ferdman

· Architectural Support for Server-Side PHP Processing,
Dibakar Gope, David J. Schlais, Mikko H. Lipasti (Department of Electrical and Computer Engineering University of Wisconsin - Madison)

· HeteroOS - OS design for heterogeneous memory management in datacenter,
Sudarsun Kannan1, Ada Gavrilovska2, Vishal Gupta3, Karsten Schwan2 (1 Department of Computer Sciences, University of Wisconsin-Madison, 2 School of Computer Science, Georgia Tech, 3 VMWare)

Wednesday, June 28, 2017

Wednesday, 9:00am-10:00am

Session 8A: Machine Learning 2

Chair: Yakun Sophia Shao

· Maximizing CNN Accelerator Efficiency Through Resource Partitioning,
Yongming Shen, Michael Ferdman, Peter Milder (Stony Brook University)

· Scalpel: Customizing DNN Pruning to the Underlying Hardware Parallelism,
Jiecao Yu1, Andrew Lukefahr1, David Palframan2, Ganesh Dasika2, Reetuparna Das1, Scott Mahlke1 (1 University of Michigan, 2 ARM)

· Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent,
Christopher De Sa, Matthew Feldman, Christopher Ré, Kunle Olukotun (Departments of Electrical Engineering and Computer Science Stanford University)

Wednesday, 9:00am-10:00am

Session 8B: Parallelism 2

Chair: Kim Hazelwood

· Aggressive Pipelining of Irregular Applications on Reconfigurable Hardware,
Zhaoshi Li1, Leibo Liu1*, Yangdong Deng2, Shouyi Yin1, Yao Wang1, Shaojun Wei1, (1 National Laboratory for Information Science and Technology, Tsinghua University, 2 School of Software, Tsinghua University)

· Fractal: An Execution Model for Fine-Grain Nested Speculative Parallelism,
Suvinay Subramanian∗, Mark C. Jeffrey∗, Maleen Abeydeera∗, Hyun Ryong Lee∗, Victor A. Ying∗, Joel Emer∗†, Daniel Sanchez∗ (∗Massachusetts Institute of Technology †NVIDIA)

· Parallel Automata Processor,
Arun Subramaniyan, Reetuparna Das (University of Michigan-Ann Arbor)

Wednesday, 10:30am-11:50am

Session 9A: Memory Systems

Chair: Josep Torrellas

· Viyojit: Decoupling Battery and DRAM Capacities for Battery-Backed DRAM,
Rajat Kateja (Carnegie Mellon University), Anirudh Badam, Sriram Govindan, Bikash Sharma (Microsoft), Greg Ganger (Carnegie Mellon University)

· DICE: Compressing DRAM Caches for Bandwidth and Capacity,
Vinson Young, Prashant J. Nair, Moinuddin K. Qureshi (School of Electrical and Computer Engineering, Georgia Institute of Technology)

· The Mondrian Data Engine,
Mario Drumond, Alexandros Daglis, Nooshin Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi (EcoCloud, EPFL), Boris Grot (University of Edinburgh), Dionisios Pnevmatikatos (FORTH-ICS & ECE-TUC)

· Jenga: Software-Defined Cache Hierarchies,
Po-An Tsai (MIT CSAIL), Nathan Beckmann (CMU SCS), Daniel Sanchez (MIT CSAIL)

Wednesday, 10:30am-11:50am

Session 9B: Network-on-Chip

Chair: Kei Hiraki

· APPROX-NoC: A Data Approximation Framework for Network-On-Chip Architectures,
Rahul Boyapati, Jiayi Huang, Pritam Majumder, Ki Hwan, Yum Eun, Jung Kim (Texas A&M University)

· There and Back Again: Optimizing the Interconnect in Networks of Memory Cubes,
Matthew Poremba*, Itir Akgun*†, Jieming Yin*, Onur Kayiran*, Yuan Xie*†, Gabriel H. Loh* (*Advanced Micro Devices, Inc.; †University of California, Santa Barbara)

· Footprint: Regulating Routing Adaptiveness in Networks-on-Chip,
Binzhang Fu (^SKL Computer Architecture ICT, CAS. *Huawei Technologies Co., Ltd.) and John Kim (^School of Computing, KAIST. *Hewlett Packard Labs)

· EbDa: A New Theory on Design and Verification of Deadlock-free Interconnection Networks,
Masoumeh Ebrahimi⋆, Masoud Daneshtalab⋆† (Royal Institute of Technology, Sweden⋆ Mälardalen University, Sweden†)