Performance of Multistage Bus Networks for a Distributed Shared Memory Multiprocessor. - Laxmi N. Bhuyan; Ravi R. Iyer 001; Tahsin Askar; Ashwini K. Nanda; Mohan Kumar (IEEE Trans. Parallel Distributed Syst., 1997)

Impact of Switch Design on the Application Performance of Cache-Coherent Multiprocessors. - Laxmi N. Bhuyan; Hu-Jun Wang; Ravi R. Iyer 001; Akhilesh Kumar (IPPS/SPDP, 1998)

Switch Cache: A Framework for Improving the Remote Memory Access Latency of CC-NUMA Multiprocessors. - Ravi R. Iyer 001; Laxmi N. Bhuyan (HPCA, 1999)

Comparing the memory system performance of the HP V-class and SGI Origin 2000 multiprocessors using microbenchmarks and scientific applications. - Ravi R. Iyer 001; Nancy M. Amato; Lawrence Rauchwerger; Laxmi N. Bhuyan (International Conference on Supercomputing, 1999)

Using Switch Directories to Speed Up Cache-to-Cache Transfers in CC-NUMA Multiprocessors. - Ravi R. Iyer 001; Laxmi N. Bhuyan; Ashwini K. Nanda (IPDPS, 2000)

Design and Evaluation of a Switch Cache Architecture for CC-NUMA Multiprocessors. - Ravi R. Iyer 001; Laxmi N. Bhuyan (IEEE Trans. Computers, 2000)

Impact of CC-NUMA Memory Management Policies on the Application Performance of Multistage Switching Networks. - Laxmi N. Bhuyan; Ravi R. Iyer 001; Hu-Jun Wang; Akhilesh Kumar (IEEE Trans. Parallel Distributed Syst., 2000)

Exploring the Cache Design Space for Web Servers. - Ravi R. Iyer 001 (IPDPS, 2001)

Comparing the Memory System Performance of DSS Workloads on the HP V-Class and SGI Origin 2000. - Rong Yu; Laxmi N. Bhuyan; Ravi R. Iyer 001 (IPDPS, 2002)

Design and analysis of static memory management policies for CC-NUMA multiprocessors. - Ravishankar R. Iyer 001; Hu-Jun Wang; Laxmi N. Bhuyan (J. Syst. Archit., 2002)

On Modeling and Analyzing Cache Hierarchies using CASPER. - Ravi R. Iyer 001 (MASCOTS, 2003)

Architectural Characterization of TCP/IP Packet Processing on the Pentium M Microprocessor. - Srihari Makineni; Ravi R. Iyer 001 (HPCA, 2004)

Architectural Characterization of an XML-Centric Commercial Server Workload. - Padma Apparao; Ravi R. Iyer 001; Ricardo Morin; Naren Nayak; Mahesh Bhat; David Halliwell; William Steinberg (ICPP, 2004)

CQoS: a framework for enabling QoS in shared caches of CMP platforms. - Ravi R. Iyer 001 (ICS, 2004)

ASPEN: Towards Effective Simulation of Threads and Engines in Evolving Platforms. - Jaideep Moses; Ramesh Illikkal; Ravi R. Iyer 001; Ram Huggahalli; Donald Newell (MASCOTS, 2004)

TCP Onloading for Data Center Servers. - Greg J. Regnier; Srihari Makineni; Ramesh Illikkal; Ravi R. Iyer 001; Dave B. Minturn; Ram Huggahalli; Donald Newell; Linda S. Cline; Annie P. Foong (Computer, 2004)

Characterization and Evaluation of Cache Hierarchies for Web Servers. - Ravi R. Iyer 001 (World Wide Web, 2004)

SpliceNP: a TCP splicer using a network processor. - Li Zhao 002; Yan Luo 001; Laxmi N. Bhuyan; Ravi R. Iyer 001 (ANCS, 2005)

Optimal network processor topologies for efficient packet processing. - Jingnan Yao; Yan Luo 001; Laxmi N. Bhuyan; Ravishankar R. Iyer 001 (GLOBECOM, 2005)

Design and Implementation of a Content-Aware Switch Using a Network Processor. - Li Zhao 002; Yan Luo 001; Laxmi N. Bhuyan; Ravishankar R. Iyer 001 (Hot Interconnects, 2005)

Hardware Support for Bulk Data Movement in Server Platforms. - Li Zhao 002; Ravi R. Iyer 001; Srihari Makineni; Laxmi N. Bhuyan; Donald Newell (ICCD, 2005)

Performance characterization of iSCSI processing in a server platform. - Hormuzd M. Khosravi; Abhijeet Joglekar; Ravi Iyer 001 (IPCCC, 2005)

Direct Cache Access for High Bandwidth Network I/O. - Ram Huggahalli; Ravi R. Iyer 001; Scott Tetrick (ISCA, 2005)

Anatomy and Performance of SSL Processing. - Li Zhao 002; Ravi R. Iyer 001; Srihari Makineni; Laxmi N. Bhuyan (ISPASS, 2005)

An Experimental Evaluation of the HP V-Class and SGI Origin 2000 Multiprocessors using Microbenchmarks and Scientific Applications. - Ravi R. Iyer 001; Jack Perdue; Lawrence Rauchwerger; Nancy M. Amato; Laxmi N. Bhuyan (Int. J. Parallel Program., 2005)

Exploring the cache design space for large scale CMPs. - Lisa R. Hsu; Ravishankar R. Iyer 001; Srihari Makineni; Steven K. Reinhardt; Donald Newell (SIGARCH Comput. Archit. News, 2005)

Communist, utilitarian, and capitalist cache policies on CMPs: caches as a shared resource. - Lisa R. Hsu; Steven K. Reinhardt; Ravishankar R. Iyer 001; Srihari Makineni (PACT, 2006)

Receive Side Coalescing for Accelerating TCP/IP Processing. - Srihari Makineni; Ravishankar R. Iyer 001; Partha Sarangam; Donald Newell; Li Zhao 002; Ramesh Illikkal; Jaideep Moses (HiPC, 2006)

Exploring Small-Scale and Large-Scale CMP Architectures for Commercial Java Servers. - Ravi R. Iyer 001; Mahesh Bhat; Li Zhao 002; Ramesh Illikkal; Srihari Makineni; Michael Jones; Kumar Shiv; Donald Newell (IISWC, 2006)

Architectural Characterization of VM Scaling on an SMP Machine. - Padma Apparao; Ravi R. Iyer 001; Donald Newell (ISPA Workshops, 2006)

Molecular Caches: A caching structure for dynamic creation of application-specific Heterogeneous cache regions. - Keshavan Varadarajan; S. K. Nandy 001; Vishal Sharda; Bharadwaj Amrutur; Ravi R. Iyer 001; Srihari Makineni; Donald Newell (MICRO, 2006)

A Network Processor-Based, Content-Aware Switch. - Li Zhao 002; Yan Luo 001; Laxmi N. Bhuyan; Ravi R. Iyer 001 (IEEE Micro, 2006)

CacheScouts: Fine-Grain Monitoring of Shared Caches in CMP Platforms. - Li Zhao 002; Ravi R. Iyer 001; Ramesh Illikkal; Jaideep Moses; Srihari Makineni; Donald Newell (PACT, 2007)

qTLB: Looking Inside the Look-Aside Buffer. - Omesh Tickoo; Hari Kannan; Vineet Chadha; Ramesh Illikkal; Ravi R. Iyer 001; Donald Newell (HiPC, 2007)

Constraint-Aware Large-Scale CMP Cache Design. - Li Zhao 002; Ravi R. Iyer 001; Srihari Makineni; Ramesh Illikkal; Jaideep Moses; Donald Newell (HiPC, 2007)

Design of a Dynamic Priority-Based Fast Path Architecture for On-Chip Interconnects. - Dongkook Park; Reetuparna Das; Chrysostomos Nicopoulos; Jongman Kim; Narayanan Vijaykrishnan; Ravishankar R. Iyer 001; Chita R. Das (Hot Interconnects, 2007)

Exploring DRAM cache architectures for CMP server platforms. - Li Zhao 002; Ravi R. Iyer 001; Ramesh Illikkal; Donald Newell (ICCD, 2007)

Addressing Cache/Memory Overheads in Enterprise Java CMP Servers. - Kumar Shiv; Ravi R. Iyer 001; Mahesh Bhat; Ramesh Illikkal; Michael Jones; Srihari Makineni; Jason Domer; Donald Newell (IISWC, 2007)

Accelerating Full-System Simulation through Characterizing and Predicting Operating System Performance. - Seongbeom Kim; Fang Liu; Yan Solihin; Ravi R. Iyer 001; Li Zhao 002; W. Cohen (ISPASS, 2007)

Understanding the Memory Performance of Data-Mining Workloads on Small, Medium, and Large-Scale CMPs Using Hardware-Software Co-simulation. - Wenlong Li 003; Eric Q. Li; Aamer Jaleel; Jiulong Shan; Yurong Chen 001; Qigang Wang; Ravi R. Iyer 001; Ramesh Illikkal; Yimin Zhang 002; Dong Liu; Michael Liao; Wei Wei; et al. (ISPASS, 2007)

A Framework for Providing Quality of Service in Chip Multi-Processors. - Fei Guo; Yan Solihin; Li Zhao 002; Ravishankar R. Iyer 001 (MICRO, 2007)

QoS policies and architecture for cache/memory in CMP platforms. - Ravi R. Iyer 001; Li Zhao 002; Fei Guo; Ramesh Illikkal; Srihari Makineni; Donald Newell; Yan Solihin; Lisa R. Hsu; Steven K. Reinhardt (SIGMETRICS, 2007)

I/O processing in a virtualized platform: a simulation-driven approach. - Vineet Chadha; Ramesh Illikkal; Ravi R. Iyer 001; Jaideep Moses; Donald Newell; Renato J. O. Figueiredo (VEE, 2007)

Exploring Large-Scale CMP Architectures Using ManySim. - Li Zhao 002; Ravi R. Iyer 001; Jaideep Moses; Ramesh Illikkal; Srihari Makineni; Donald Newell (IEEE Micro, 2007)

From chaos to QoS: case studies in CMP resource management. - Fei Guo; Hari Kannan; Li Zhao 002; Ramesh Illikkal; Ravi R. Iyer 001; Don Newell; Yan Solihin; Christos Kozyrakis (SIGARCH Comput. Archit. News, 2007)

Hardware Support for Accelerating Data Movement in Server Platform. - Li Zhao 002; Laxmi N. Bhuyan; Ravi R. Iyer 001; Srihari Makineni; Donald Newell (IEEE Trans. Computers, 2007)

Editorial: Special Section on CMP Architectures. - Ravi R. Iyer 001; Dean M. Tullsen (IEEE Trans. Parallel Distributed Syst., 2007)

To Snoop or Not to Snoop: Evaluation of Fine-Grain and Coarse-Grain Snoop Filtering Techniques. - Jessica Young; Srihari Makineni; Ravishankar R. Iyer 001; Donald Newell; Adrian Moga (Euro-Par, 2008)

Achieving 10Gbps Network Processing: Are We There Yet?. - Priya Govindarajan; Srihari Makineni; Donald Newell; Ravi R. Iyer 001; Ram Huggahalli; Amit Kumar 008 (HiPC, 2008)

Performance and power optimization through data compression in Network-on-Chip architectures. - Reetuparna Das; Asit K. Mishra; Chrysostomos Nicopoulos; Dongkook Park; Vijaykrishnan Narayanan; Ravishankar R. Iyer 001; Mazin S. Yousif; Chita R. Das (HPCA, 2008)

Implications of cache asymmetry on server consolidation performance. - Padma Apparao; Ravi R. Iyer 001; Donald Newell (IISWC, 2008)

Characterization & analysis of a server consolidation benchmark. - Padma Apparao; Ravi R. Iyer 001; Xiaomin Zhang; Donald Newell; Tom Adelmeyer (VEE, 2008)

Towards modeling & analysis of consolidated CMP servers. - Padma Apparao; Ravi R. Iyer 001; Don Newell (SIGARCH Comput. Archit. News, 2008)

Towards hybrid last level caches for chip-multiprocessors. - Li Zhao 002; Ravi R. Iyer 001; Mike Upton; Don Newell (SIGARCH Comput. Archit. News, 2008)

Architecture Support for Improving Bulk Memory Copying and Initialization Performance. - Xiaowei Jiang; Yan Solihin; Li Zhao 002; Ravishankar R. Iyer 001 (PACT, 2009)

HiPPAI: High Performance Portable Accelerator Interface for SoCs. - Paul M. Stillwell; Vineet Chadha; Omesh Tickoo; Steven Zhang; Ramesh Illikkal; Ravishankar R. Iyer 001; Don Newell (HiPC, 2009)

Optimizing communication and capacity in a 3D stacked reconfigurable cache hierarchy. - Niti Madan; Li Zhao 002; Naveen Muralimanohar; Aniruddha N. Udipi; Rajeev Balasubramonian; Ravishankar R. Iyer 001; Srihari Makineni; Donald Newell (HPCA, 2009)

Using checksum to reduce power consumption of display systems for low-motion content. - Kyungtae Han; Zhen Fang 002; Paul Diefenbaugh; Richard Forand; Ravi R. Iyer 001; Donald Newell (ICCD, 2009)

Accelerating mobile augmented reality on a handheld platform. - Seung Eun Lee; Yong Zhang; Zhen Fang 002; Sadagopan Srinivasan; Ravi Iyer 001; Donald Newell (ICCD, 2009)

Rate-based QoS techniques for cache/memory in CMP platforms. - Andrew Herdrich; Ramesh Illikkal; Ravi R. Iyer 001; Donald Newell; Vineet Chadha; Jaideep Moses (ICS, 2009)

Performance characterization and optimization of mobile augmented reality on handheld platforms. - Sadagopan Srinivasan; Zhen Fang 002; Ravi R. Iyer 001; Steven Zhang; Mike Espig; Don Newell; Daniel Cermak; Yi Wu 005; Igor Kozintsev; Horst W. Haussecker (IISWC, 2009)

CMPSched$im: Evaluating OS/CMP interaction on shared cache management. - Jaideep Moses; Konstantinos Aisopos; Aamer Jaleel; Ravi R. Iyer 001; Ramesh Illikkal; Donald Newell; Srihari Makineni (ISPASS, 2009)

A case for dynamic frequency tuning in on-chip networks. - Asit K. Mishra; Reetuparna Das; Soumya Eachempati; Ravishankar R. Iyer 001; Narayanan Vijaykrishnan; Chita R. Das (MICRO, 2009)

Hardware/Software Co-Simulation for Last Level Cache Exploration. - Tao Wang 004; Qigang Wang; Dong Liu; Michael Liao; Kevin Wang; Lu Cao; Li Zhao 002; Ravi R. Iyer 001; Ramesh Illikkal; John Du; Liang Wang (NAS, 2009)

VM3: Measuring, modeling and managing VM shared resources. - Ravi R. Iyer 001; Ramesh Illikkal; Omesh Tickoo; Li Zhao 002; Padma Apparao; Don Newell (Comput. Networks, 2009)

Virtual platform architectures for resource metering in datacenters. - Ravi R. Iyer 001; Ramesh Illikkal; Li Zhao 002; Don Newell; Jaideep Moses (SIGMETRICS Perform. Evaluation Rev., 2009)

Modeling virtual machine performance: challenges and approaches. - Omesh Tickoo; Ravi R. Iyer 001; Ramesh Illikkal; Don Newell (SIGMETRICS Perform. Evaluation Rev., 2009)

NCID: a non-inclusive cache, inclusive directory architecture for flexible and efficient cache hierarchies. - Li Zhao 002; Ravi R. Iyer 001; Srihari Makineni; Don Newell; Liqun Cheng (Conf. Computing Frontiers, 2010)

CHOP: Adaptive filter-based DRAM caching for CMP server platforms. - Xiaowei Jiang; Niti Madan; Li Zhao 002; Mike Upton; Ravishankar R. Iyer 001; Srihari Makineni; Donald Newell; Yan Solihin; Rajeev Balasubramonian (HPCA, 2010)

Performance characterization and acceleration of Optical Character Recognition on handheld platforms. - Sadagopan Srinivasan; Li Zhao 002; Lin Sun; Zhen Fang 002; Peng Li 031; Tao Wang 004; Ravishankar R. Iyer 001; Dong Liu (IISWC, 2010)

PIRATE: QoS and performance management in CMP architectures. - Ramesh Illikkal; Vineet Chadha; Andrew Herdrich; Ravi R. Iyer 001; Donald Newell (SIGMETRICS Perform. Evaluation Rev., 2010)

Quality of service shared cache management in chip multiprocessor architecture. - Fei Guo; Yan Solihin; Li Zhao 002; Ravishankar R. Iyer 001 (ACM Trans. Archit. Code Optim., 2010)

Template-based memory access engine for accelerators in SoCs. - Bin Li 018; Zhen Fang 002; Ravi R. Iyer 001 (ASP-DAC, 2011)

Buffer-integrated-Cache: a cost-effective SRAM architecture for handheld and embedded platforms. - Carlos Flores Fajardo; Zhen Fang 002; Ravi R. Iyer 001; German Fabila Garcia; Seung Eun Lee; Li Zhao 002 (DAC, 2011)

ACCESS: Smart scheduling for asymmetric cache CMPs. - Xiaowei Jiang; Asit K. Mishra; Li Zhao 002; Ravishankar R. Iyer 001; Zhen Fang 002; Sadagopan Srinivasan; Srihari Makineni; Paul Brett; Chita R. Das (HPCA, 2011)

Cost-effectively offering private buffers in SoCs and CMPs. - Zhen Fang 002; Li Zhao 002; Ravishankar R. Iyer 001; Carlos Flores Fajardo; German Fabila Garcia; Seung Eun Lee; Bin Li 018; Steve R. King; Xiaowei Jiang; Srihari Makineni (ICS, 2011)

Shared Resource Monitoring and Throughput Optimization in Cloud-Computing Datacenters. - Jaideep Moses; Ravi R. Iyer 001; Ramesh Illikkal; Sadagopan Srinivasan; Konstantinos Aisopos (IPDPS, 2011)

Keynote I: The era of heterogeneity: Are we prepared? - Ravishankar R. Iyer 001 (ISPASS, 2011)

ISIS: An accelerator for Sphinx speech recognition. - Anthony Chun; Jenny X. Chang; Zhen Fang 002; Ravishankar R. Iyer 001; Michael Deisher (SASP, 2011)

HeteroScouts: hardware assist for OS scheduling in heterogeneous CMPs. - Sadagopan Srinivasan; Ravishankar R. Iyer 001; Li Zhao 002; Ramesh Illikkal (SIGMETRICS, 2011)

Low-Power, Resilient Interconnection with Orthogonal Latin Squares. - Seung Eun Lee; Yoon Seok Yang; Gwan S. Choi; Wei Wu; Ravi R. Iyer 001 (IEEE Des. Test Comput., 2011)

CoQoS: Coordinating QoS-aware shared resources in NoC-based SoCs. - Bin Li 018; Li Zhao 002; Ravi R. Iyer 001; Li-Shiuan Peh; Michael Leddige; Michael Espig; Seung Eun Lee; Donald Newell (J. Parallel Distributed Comput., 2011)

RAFT: A router architecture with frequency tuning for on-chip networks. - Asit K. Mishra; Aditya Yanamandra; Reetuparna Das; Soumya Eachempati; Ravi R. Iyer 001; Narayanan Vijaykrishnan; Chita R. Das (J. Parallel Distributed Comput., 2011)

CogniServe: Heterogeneous Server Architecture for Large-Scale Recognition. - Ravi R. Iyer 001; Sadagopan Srinivasan; Omesh Tickoo; Zhen Fang 002; Ramesh Illikkal; Steven Zhang; Vineet Chadha; Paul M. Stillwell; Seung Eun Lee (IEEE Micro, 2011)

CHOP: Integrating DRAM Caches for CMP Server Platforms. - Xiaowei Jiang; Niti Madan; Li Zhao 002; Mike Upton; Ravishankar R. Iyer 001; Srihari Makineni; Donald Newell; Yan Solihin; Rajeev Balasubramonian (IEEE Micro, 2011)

Efficient interaction between OS and architecture in heterogeneous platforms. - Sadagopan Srinivasan; Li Zhao 002; Ramesh Illikkal; Ravishankar R. Iyer 001 (ACM SIGOPS Oper. Syst. Rev., 2011)

Optimizing datacenter power with memory system levers for guaranteed quality-of-service. - Kshitij Sudan; Sadagopan Srinivasan; Rajeev Balasubramonian; Ravi R. Iyer 001 (PACT, 2012)

Accelerator-rich architectures: Implications, opportunities and challenges. - Ravi R. Iyer 001 (ASP-DAC, 2012)

Cache revive: architecting volatile STT-RAM caches for enhanced performance in CMPs. - Adwait Jog; Asit K. Mishra; Cong Xu 002; Yuan Xie 001; Vijaykrishnan Narayanan; Ravishankar R. Iyer 001; Chita R. Das (DAC, 2012)

PCASA: Probabilistic control-adjusted Selective Allocation for shared caches. - Konstantinos Aisopos; Jaideep Moses; Ramesh Illikkal; Ravishankar R. Iyer 001; Donald Newell (DATE, 2012)

Exploiting Semantics of Virtual Memory to Improve the Efficiency of the On-Chip Memory System. - Bin Li 018; Zhen Fang 002; Li Zhao 002; Xiaowei Jiang; Lin Li; Andrew Herdrich; Ravishankar R. Iyer 001; Srihari Makineni (Euro-Par, 2012)

QuickIA: Exploring heterogeneous architectures on real prototypes. - Nagabhushan Chitlur; Ganapati Srinivasa; Scott Hahn; P. K. Gupta; Dheeraj Reddy; David A. Koufaty; Paul Brett; Abirami Prabhakaran; Li Zhao 002; Nelson Ijih; Suchit Subhaschandra; Sabina Grover; et al. (HPCA, 2012)

Reducing L1 caches power by exploiting software semantics. - Zhen Fang 002; Li Zhao 002; Xiaowei Jiang; Shih-Lien Lu; Ravi R. Iyer 001; Tong Li 003; Seung Eun Lee (ISLPED, 2012)

Leveraging Heterogeneity in DRAM Main Memories to Accelerate Critical Word Access. - Niladrish Chatterjee; Manjunath Shevgoor; Rajeev Balasubramonian; Al Davis; Zhen Fang 002; Ramesh Illikkal; Ravi R. Iyer 001 (MICRO, 2012)

SNARF: a social networking-inspired accelerator remoting framework. - Heungsik Eom; Pierre St. Juste; Renato J. O. Figueiredo; Omesh Tickoo; Ramesh Illikkal; Ravishankar R. Iyer 001 (MCC@SIGCOMM, 2012)

Dynamic QoS management for chip multiprocessors. - Bin Li 018; Li-Shiuan Peh; Li Zhao 002; Ravi R. Iyer 001 (ACM Trans. Archit. Code Optim., 2012)

OWL: cooperative thread array aware scheduling techniques for improving GPGPU performance. - Adwait Jog; Onur Kayiran; Nachiappan Chidambaram Nachiappan; Asit K. Mishra; Mahmut T. Kandemir; Onur Mutlu; Ravishankar R. Iyer 001; Chita R. Das (ASPLOS, 2013)

OpenCL-Based Remote Offloading Framework for Trusted Mobile Cloud Computing. - Heungsik Eom; Pierre St. Juste; Renato J. O. Figueiredo; Omesh Tickoo; Ramesh Illikkal; Ravishankar R. Iyer 001 (ICPADS, 2013)

Orchestrated scheduling and prefetching for GPGPUs. - Adwait Jog; Onur Kayiran; Asit K. Mishra; Mahmut T. Kandemir; Onur Mutlu; Ravishankar R. Iyer 001; Chita R. Das (ISCA, 2013)

Machine Learning-Based Runtime Scheduler for Mobile Offloading Framework. - Heungsik Eom; Pierre St. Juste; Renato J. O. Figueiredo; Omesh Tickoo; Ramesh Illikkal; Ravishankar R. Iyer 001 (UCC, 2013)

Reducing cache and TLB power by exploiting memory region and privilege level semantics. - Zhen Fang 002; Li Zhao 002; Xiaowei Jiang; Shih-Lien Lu; Ravi R. Iyer 001; Tong Li 003; Seung Eun Lee (J. Syst. Archit., 2013)

A systematic network-on-chip traffic modeling and generation methodology. - Zhe Wang 003; Weichen Liu; Jiang Xu 001; Xiaowen Wu; Zhehui Wang; Bin Li 018; Ravi R. Iyer 001; Ramesh Illikkal (APCCAS, 2014)

QoS management on heterogeneous architecture for parallel applications. - Ying Zhang 016; Li Zhao 002; Ramesh Illikkal; Ravi R. Iyer 001; Andrew Herdrich; Lu Peng 001 (ICCD, 2014)

A Case Study on the Communication and Computation Behaviors of Real Applications in NoC-Based MPSoCs. - Zhe Wang 003; Weichen Liu; Jiang Xu 001; Bin Li 018; Ravi R. Iyer 001; Ramesh Illikkal; Xiaowen Wu; Wai Ho Mow; Wenjing Ye (ISVLSI, 2014)

Platform-aware dynamic configuration support for efficient text processing on heterogeneous system. - Mi Sun Park; Omesh Tickoo; Vijaykrishnan Narayanan; Mary Jane Irwin; Ravi Iyer 001 (DATE, 2015)

Design of a low power SoC testchip for wearables and IoTs. - May Wu; Ravi Iyer 001; Yatin Hoskote; Steven Zhang; Julio Zamora-Esquivel; German Fabila Garcia; Ilya Klotchkov; Mukesh Bhartiya (Hot Chips Symposium, 2015)

Domain knowledge based energy management in handhelds. - Nachiappan Chidambaram Nachiappan; Praveen Yedlapalli; Niranjan Soundararajan; Anand Sivasubramaniam; Mahmut T. Kandemir; Ravishankar R. Iyer 001; Chita R. Das (HPCA, 2015)

Low-complexity HOG for efficient video saliency. - Teahyung Lee; Myung Hwangbo; Tanfer Alan; Omesh Tickoo; Ravishankar R. Iyer 001 (ICIP, 2015)

VIP: virtualizing IP chains on handheld platforms. - Nachiappan Chidambaram Nachiappan; Haibo Zhang 005; Jihyun Ryoo; Niranjan Soundararajan; Anand Sivasubramaniam; Mahmut T. Kandemir; Ravishankar R. Iyer 001; Chita R. Das (ISCA, 2015)

Towards Distributed Video Summarization. - Shayok Chakraborty; Omesh Tickoo; Ravishankar R. Iyer 001 (ACM Multimedia, 2015)

Adaptive Keyframe Selection for Video Summarization. - Shayok Chakraborty; Omesh Tickoo; Ravi Iyer 001 (WACV, 2015)

Heterogeneous Computing [Guest editors' introduction]. - Ravi R. Iyer 001; Dean M. Tullsen (IEEE Micro, 2015)

Cache QoS: From concept to reality in the Intel® Xeon® processor E5-2600 v3 product family. - Andrew Herdrich; Edwin Verplanke; Priya Autee; Ramesh Illikkal; Chris Gianos; Ronak Singhal; Ravi R. Iyer 001 (HPCA, 2016)

The convergence of physical/digital worlds: implications on workloads & architecture. - Ravishankar R. Iyer 001 (IISWC, 2016)

Exploiting Core Criticality for Enhanced GPU Performance. - Adwait Jog; Onur Kayiran; Ashutosh Pattnaik; Mahmut T. Kandemir; Onur Mutlu; Ravishankar R. Iyer 001; Chita R. Das (SIGMETRICS, 2016)

Visual IoT: Architectural Challenges and Opportunities; Toward a Self-Learning and Energy-Neutral IoT. - Ravi R. Iyer 001; Emre Ozer 001 (IEEE Micro, 2016)

Race-to-sleep + content caching + display caching: a recipe for energy-efficient video streaming on handhelds. - Haibo Zhang 005; Prasanna Venkatesh Rengasamy; Shulin Zhao 001; Nachiappan Chidambaram Nachiappan; Anand Sivasubramaniam; Mahmut T. Kandemir; Ravi R. Iyer 001; Chita R. Das (MICRO, 2017)

Visual IoT: Ultra-Low-Power Processing Architectures and Implications. - Vui Seng Chua; Julio Zamora-Esquivel; Anindya Sao Paul; Thawee Techathamnukool; Carlos Flores Fajardo; Nilesh Jain; Omesh Tickoo; Ravi R. Iyer 001 (IEEE Micro, 2017)

QoS Management on Heterogeneous Architecture for Multiprogrammed, Parallel, and Domain-Specific Applications. - Ying Zhang 016; Li Zhao 002; Ramesh Illikkal; Ravi R. Iyer 001; Andrew Herdrich; Lu Peng 001 (IEEE Syst. J., 2017)

A Systematic and Realistic Network-on-Chip Traffic Modeling and Generation Technique for Emerging Many-Core Systems. - Weichen Liu; Zhe Wang 003; Peng Yang 003; Jiang Xu 001; Bin Li 018; Ravi R. Iyer 001; Ramesh Illikkal (IEEE Trans. Multi Scale Comput. Syst., 2018)

Bit Prudent In-Cache Acceleration of Deep Convolutional Neural Networks. - Xiaowei Wang; Jiecao Yu; Charles Augustine; Ravi R. Iyer 001; Reetuparna Das (HPCA, 2019)

Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks. - Charles Eckert; Xiaowei Wang; Jingcheng Wang; Arun Subramaniyan 001; Dennis Sylvester; David T. Blaauw; Reetuparna Das; Ravi R. Iyer 001 (IEEE Micro, 2019)

RLDRM: Closed Loop Dynamic Cache Allocation with Deep Reinforcement Learning for Network Function Virtualization. - Bin Li 018; Yipeng Wang 002; Ren Wang 001; Charlie Tai; Ravi R. Iyer 001; Zhu Zhou; Andrew Herdrich; Tong Zhang; Ameer Haj-Ali; Ion Stoica; Krste Asanovic (NetSoft, 2020)

A 93 TOPS/Watt Near-Memory Reconfigurable SAD Accelerator for HEVC/AV1/JEM Encoding. - Jainaveen Sundaram; Srivatsa Rangachar Srinivasa; Dileep Kurian; Indranil Chakraborty; Sirisha Rani Kale; Nilesh Jain; Tanay Karnik; Ravi R. Iyer 001; Anuradha Srinivasan (DATE, 2021)

Compute-Capable Block RAMs for Efficient Deep Learning Acceleration on FPGAs. - Xiaowei Wang; Vidushi Goyal; Jiecao Yu; Valeria Bertacco; Andrew Boutros; Eriko Nurvitadhi; Charles Augustine; Ravi R. Iyer 001; Reetuparna Das (FCCM, 2021)

Trends and Opportunities for SRAM Based In-Memory and Near-Memory Computation. - Srivatsa Srinivasa; Akshay Krishna Ramanathan; Jainaveen Sundaram; Dileep Kurian; Srinivasan Gopal; Nilesh Jain; Anuradha Srinivasan; Ravi R. Iyer 001; Vijaykrishnan Narayanan; Tanay Karnik (ISQED, 2021)

E2E Visual Analytics: Achieving >10X Edge/Cloud Optimizations. - Chaunte Lacewell; Nilesh A. Ahuja; J. Pablo Munoz; Parual Datta; Ragaad AlTarawneh; Vui Seng Chua; Nilesh Jain; Omesh Tickoo; Ravi Iyer 001 (NAS, 2021)

Cache Compression with Efficient in-SRAM Data Comparison. - Xiaowei Wang; Charles Augustine; Eriko Nurvitadhi; Ravi R. Iyer 001; Li Zhao 002; Reetuparna Das (NAS, 2021)

RHNAS: Realizable Hardware and Neural Architecture Search. - Yash Akhauri; Adithya Niranjan; J. Pablo Muñoz; Suvadeep Banerjee; Abhijit Davare; Pasquale Cocchini; Anton A. Sorokin; Ravi Iyer 001; Nilesh Jain (CoRR, 2021)

Mitigating Sampling Bias and Improving Robustness in Active Learning. - Ranganath Krishnan; Alok Sinha; Nilesh A. Ahuja; Mahesh Subedar; Omesh Tickoo; Ravi Iyer 001 (CoRR, 2021)

Improving Robustness and Efficiency in Active Learning with Contrastive Loss. - Ranganath Krishnan; Nilesh A. Ahuja; Alok Sinha; Mahesh Subedar; Omesh Tickoo; Ravi Iyer 001 (CoRR, 2021)

Advances in Microprocessor Cache Architectures Over the Last 25 Years. - Ravi R. Iyer 001; Vivek De; Ramesh Illikkal; David A. Koufaty; Bhushan Chitlur; Andrew Herdrich; Muhammad M. Khellah; Fatih Hamzaoglu; Eric Karl (IEEE Micro, 2021)

DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization. - Jaroslaw Sydir; Bin Li 018; Pietro Mercati; Charlie Tai; Ravi R. Iyer 001; Michael Kishinevsky; Boris Serafimov (GLOBECOM, 2022)

EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring. - Yash Akhauri; Juan Pablo Muñoz; Nilesh Jain; Ravi Iyer 001 (NeurIPS, 2022)

Evolving Zero Cost Proxies For Neural Architecture Scoring. - Yash Akhauri; J. Pablo Munoz; Nilesh Jain; Ravi Iyer 001 (CoRR, 2022)

Streaming Encoding Algorithms for Scalable Hyperdimensional Computing. - Anthony Thomas; Behnam Khaleghi; Gopi Krishna Jha; Sanjoy Dasgupta; Nageen Himayat; Ravi Iyer 001; Nilesh Jain; Tajana Rosing (CoRR, 2022)

Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. - Gopi Krishna Jha; Anthony Thomas; Nilesh Jain; Sameh Gobriel; Tajana Rosing; Ravi R. Iyer 001 (ACML, 2023)

Quantization for Bayesian Deep Learning: Low-Precision Characterization and Robustness. - Jun-Liang Lin; Ranganath Krishnan; Keyur Ruganathbhai Ranipa; Mahesh Subedar; Vrushabh Sanghavi; Meena Arunachalam; Omesh Tickoo; Ravishankar Iyer 001; Mahmut Taylan Kandemir (IISWC, 2023)

Intent-Driven Orchestration: Enforcing Service Level Objectives for Cloud Native Deployments. - Thijs Metsch; Magdalena Viktorsson; Adrian Hoban; Monica Vitali; Ravi Iyer 001; Erik Elmroth (SN Comput. Sci., 2023)

Eidetic: An In-Memory Matrix Multiplication Accelerator for Neural Networks. - Charles Eckert; Arun Subramaniyan 001; Xiaowei Wang; Charles Augustine; Ravishankar Iyer 001; Reetuparna Das (IEEE Trans. Computers, 2023)

RAPID: Enabling fast online policy learning in dynamic public cloud environments. - Drew Penney; Bin Li 018; Lizhong Chen; Jaroslaw J. Sydir; Anna Drewek-Ossowicka; Ramesh Illikkal; Charlie Tai; Ravi R. Iyer 001; Andrew Herdrich (Neurocomputing, 2023)

LLaVaOLMoBitnet1B: Ternary LLM goes Multimodal! - Jainaveen Sundaram; Ravishankar Iyer 001 (CoRR, 2024)

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference. - Yufeng Gu; Alireza Khadem; Sumanth Umesh; Ning Liang; Xavier Servot; Onur Mutlu; Ravi R. Iyer 001; Reetuparna Das (ASPLOS (2), 2025)

A 68 TOPS/W, 256MB SRAM Sparse GEMM Accelerator Tiled Across 16, 4nm Near Memory Compute (NMC) Chiplets Disaggregated 2.5D System. - Srivatsa Rangachar Srinivasa; Prerna Budhkar; Gauthaman Murali; Vui Seng Chua; Paolo A. Aseron; Vinayak Honkote; Ravi R. Iyer 001; Nilesh Jain; Dileep John Kurian; Anuradha Srinivasan; Tanay Karnik (CICC, 2025)

Achieving time-critical control in Edge Robotics Systems over 5G. - Amit S. Baxi; Vincent Mageshkumar; Girish S. Murthy; Arvind Merwaday; Arvind Raju; Gowtham Hosamane; Sugnan Prabhu; Venkat Natarajan; Susruth Sudhakaran; Dave Cavalcanti 001; Atul N. Hatalkar; Christian Maciocco; et al. (COMSNETS, 2025)