Photo of Anand Sivasubramaniam

Anand Sivasubramaniam

Distinguished Professor

Affiliation(s):

  • School of Electrical Engineering and Computer Science
  • Computer Science and Engineering

W320 Westgate Building

axs53@psu.edu

814-865-1406

Personal or Departmental Website

Research Areas:

Interest Areas:

Operating systems, computer architecture, databases, mobile computing, performance evaluation.

 
 

 

Education

  • B.Tech., Computer Science, Indian Institute of Technology, 1989
  • MS, Computer Science, Georgia Institute of Technology, 1991
  • Ph D, Computer Science, Georgia Institute of Technology, 1995

Publications

Books

  • Anand Sivasubramaniam, 2008, Acessing Spatial Information in Resource-constrained and Resource-rich Environments, VDM Verlag

Book, Chapters

  • Sudhanva Gurumurthi and Anand Sivasubramaniam, 2012, Energy-efficient Storage Systems for Datacenters, John Wiley & Sons, Inc., pp. 361-376
  • Youngjae Kim, Sudhanva Gurumurthi and Anand Sivasubramaniam, 2012, Thermal Management for High Performance Storage Systems, Chapman and Hall/CRC, pp. 129–146

Journal Articles

  • S. Nagarathinam, P. Venkataramakrishna, A. Vasan, V. Sarangan and Anand Sivasubramaniam, 2017, "Sense and Sensibility: The Utility of HVAC Sensors for Large Zones. Elsevier Energy and Buildings", Elsevier Energy and Buildings, 138, pp. 104-117
  • S. Nagarathinam, H. Doddi, A. Vasan, V. Sarangan, P. Venkataramakrishna and Anand Sivasubramaniam, 2017, "Energy-efficient Thermal Comfort in Open-plan Office Buildings", Elsevier Energy and Buildings, 139, pp. 476-486
  • Anand Sivasubramaniam, A. Mamun, I. Narayanan, D. Wang and H. Fathy, 2017, "A Stochastic Optimal Control Approach for Exploring Trade-offs between Cost Savings and Battery Aging in Datacenter Demand Response", IEEE Transactions on Control Systems Technology
  • A. Mamun, I. Narayanan, D. Wang, Anand Sivasubramaniam and Hosam Kadry Fathy, 2016, "Multi-objective optimization of demand response in a datacenter with lithium-ion battery storage", Elsevier Journal of Energy Storage, 7, pp. 258-269
  • Anand Sivasubramaniam, Farshid Farhat, Diman Tootaghaj, He Yuxiong, Mahmut T Kandemir and Chitaranjan Das, 2016, "Stochastic Modeling and Optimization of Stragglers", IEEE Transactions on Cloud Computing, (99), pp. 1
  • Shiva R. Iyer, Maathangi Sankar, P. Venkata Ramakrishna, Venkatesh Sarangan, Arunchandar Vasan and Anand Sivasubramaniam, 2015, "Energy disaggregation analysis of a supermarket chain using a facility-model", Elsevier Energy and Buildings, 97, pp. 65 - 76
  • A. Mamun, D. Wang, I. Narayanan, Anand Sivasubramaniam and H.K. Fathy, 2015, "Physics-based simulation of the impact of demand response on lead-acid emergency power availability in a datacenter", Elsevier Journal of Power Sources, 275, (0), pp. 516 - 524
  • Harshad Bhagwat, Umesh Singh, Anirudh Deodhar, Amarendra Singh and Anand Sivasubramaniam, 2014, "Fast and Accurate Evaluation of Cooling in Data Centers", Journal of Electronic Packaging, 137, (1), pp. 9
  • Iyswarya Narayanan, Arunchandar Vasan, Venkatesh Sarangan, Jamsheeda Kadengal and Anand Sivasubramaniam, 2014, "Little Knowledge Isn't Always Dangerous - Understanding Water DistributionNetworks Using Centrality Metrics", IEEE Trans. Emerging Topics Comput., 2, (2), pp. 225–238
  • Youngjae Kim, Aayush Gupta, Bhuvan Urgaonkar, Piotr Berman and Anand Sivasubramaniam, 2014, "HybridPlan: a capacity planning technique for projecting storage requirementsin hybrid storage systems", The Journal of Supercomputing, 67, (1), pp. 277–303
  • Byung-Chul Tak, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2013, "Cloudy with a Chance of Cost Savings", IEEE Trans. Parallel Distrib. Syst., 24, (6), pp. 1223–1233
  • Sriram Govindan, Di Wang, Anand Sivasubramaniam and Bhuvan Urgaonkar, 2013, "Aggressive Datacenter Power Provisioning with Batteries", ACM Trans. Comput. Syst., 31, (1), pp. 2
  • Harshad Bhagwat, Amarendra Singh, Arunchandar Vasan and Anand Sivasubramaniam, 2013, "Faster exploration of datacenter cooling using thermal influence indices", Sustainable Computing: Informatics and Systems, 3, (3), pp. 120 - 131
  • Cheng Wang, Bhuvan Urgaonkar, Qian Wang, George Kesidis and Anand Sivasubramaniam, 2013, "Data Center Cost Optimization Via Workload Modulation Under Real-WorldElectricity Pricing", CoRR, abs/1308.0585
  • V. Siddharth, P.V. Ramakrishna, T. Geetha and Anand Sivasubramaniam, 2011, "Automatic generation of energy conservation measures in buildings using genetic algorithms", Elsevier Energy and Buildings, 43, (10), pp. 2718-2726
  • Byung Chal Tak, Anand Sivasubramaniam and Bhuvan Urgaonkar, 2011, "Understanding the Cost of Cloud: Cost analysis of In-house vs. Cloud-based Hosting Options", The European Business Review, pp. 76-80
  • Geetha Thiagarajan, Venkatesh Sarangan, Ramasubramanian Suriyanarayanan, Pragathichitra Sethuraman, Anand Sivasubramaniam and Avinash Yegyanarayanan, 2011, "Automating a Building’s Carbon Management", IEEE Computer, 44, (1), pp. 24–30
  • Rahul Urgaonkar, Bhuvan Urgaonkar, Michael J. Neely and Anand Sivasubramaniam, 2011, "Optimal Power Cost Management Using Stored Energy in Data Centers", CoRR, abs/1103.3099
  • Jeonghwan Choi, Sriram Govindan, Jinkyu Jeong, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2010, "Power Consumption Prediction and Power-Aware Packing in ConsolidatedEnvironments", IEEE Trans. Computers, 59, (12), pp. 1640–1654
  • W. Qin, Q. Wang and Anand Sivasubramaniam, 2009, "An a-stable model-based Linear Parameter Varying Control for Managing Server Performance under Self-similar workloads", IEEE Transactions on Control Systems Technology, 17, (1), pp. 123-134
  • Wubi Qin, Qian Wang and Anand Sivasubramaniam, 2009, "An Alpha -Stable Model-Based Linear-Parameter-Varying Control for Managing Server Performance Under Self-Similar Workloads", IEEE Trans. Contr. Sys. Techn., 17, (1), pp. 123–134
  • Sriram Govindan, Jeonghwan Choi, Arjun R. Nath, Amitayu Das, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2009, "Xen and Co.: Communication-Aware CPU Management in ConsolidatedXen-Based Hosting Platforms", IEEE Trans. Computers, 58, (8), pp. 1111–1125
  • Y. Kim, J. Choi, S. Gurumurthi and Anand Sivasubramaniam, 2008, "Managing Thermal Emergencies in Disk-Based Storage Systems", Transactions of the ASME: Journal of Electronic Packaging, 130, (4), pp. 041105-2-041105-8
  • Jeonghwan Choi, Youngjae Kim, Anand Sivasubramaniam, Jelena Srebric, Qian Wang and Joonwon Lee, 2008, "A CFD-Based Tool for Studying Temperature in Rack-Mounted Servers", IEEE Trans. Computers, 57, (8), pp. 1129–1142
  • Mark S. Squillante, Yanyong Zhang, Anand Sivasubramaniam and Natarajan Gautam, 2008, "Generalized parallel-server fork-join queues with dynamic task scheduling", Annals OR, 160, (1), pp. 227–255
  • Mei Li, Wang Lee, Anand Sivasubramaniam and Jing Zhao, 2008, "SSW: A Small-World-Based Overlay for Peer-to-Peer Search", IEEE Trans. Parallel Distrib. Syst., 19, (6), pp. 735–749
  • Mei Li, Wang Lee, Anand Sivasubramaniam and Jizhong Zhao, 2008, "Supporting K nearest neighbors query on high-dimensional data in P2P systems", Frontiers of Computer Science in China, 2, (3), pp. 234–247
  • Huajing Li, Wang Lee, Anand Sivasubramaniam and Clyde L Giles, 2008, "Workload analysis for scientific literature digital libraries", Int. J. on Digital Libraries, 9, (2), pp. 139–149
  • Tao Li, Lizy Kurian John, Anand Sivasubramaniam, Vijaykrishnan Narayanan and Juan Rubio, 2007, "OS-Aware Branch Prediction: Improving Microprocessor Control Flow Prediction for Operating Systems", IEEE Trans. Computers, 56, (1), pp. 2–17
  • Ismail Kadayif, Partho Nath, Mahmut T Kandemir and Anand Sivasubramaniam, 2007, "Reducing Data TLB Power via Compiler-Directed Address Generation", IEEE Trans. on CAD of Integrated Circuits and Systems, 26, (2), pp. 312–324
  • Jianyong Zhang, Prasenjit Sarkar and Anand Sivasubramaniam, 2006, "Achieving completion time guarantees in an opportunistic data migration scheme", SIGMETRICS Performance Evaluation Review, 33, (4), pp. 11–16
  • Murali Vilayannur, Anand Sivasubramaniam, Mahmut T Kandemir, Rajeev Thakur and Robert B. Ross, 2006, "Discretionary Caching for I/O on Clusters", Cluster Computing, 9, (1), pp. 29–44
  • Chun Liu, Anand Sivasubramaniam and Mahmut T Kandemir, 2006, "Optimizing bus energy consumption of on-chip multiprocessors using frequent values", Journal of Systems Architecture, 52, (2), pp. 129–142
  • Jianyong Zhang, Anand Sivasubramaniam, Qian Wang, Alma Riska and Erik Riedel, 2006, "Storage performance virtualization via throughput and latency control", TOS, 2, (3), pp. 283–308
  • Sudhanva Gurumurthi and Anand Sivasubramaniam, 2006, "Thermal issues in disk drive design: Challenges and possible solutions", TOS, 2, (1), pp. 41–73
  • Sudhanva Gurumurthi, Youngjae Kim and Anand Sivasubramaniam, 2006, "Using STEAM for Thermal Simulation of Storage Systems", IEEE Micro, 26, (4), pp. 43–51
  • Ismail Kadayif, Mahmut T Kandemir, Guilin Chen, Vijaykrishnan Narayanan, Mary Jane Irwin and Anand Sivasubramaniam, 2005, "Compiler-directed high-level energy estimation and optimization", ACM Trans. Embedded Comput. Syst., 4, (4), pp. 819–850
  • Ismail Kadayif, Anand Sivasubramaniam, Mahmut T Kandemir, Gokul B. Kandiraju and Guangyu Chen, 2005, "Optimizing instruction TLB energy using software and hardware techniques", ACM Trans. Design Autom. Electr. Syst., 10, (2), pp. 229–257
  • Christopher L. Barrett, Madhav V. Marathe, D. Charles Engelhart and Anand Sivasubramaniam, 2004, "Approximating the connectivity between nodes when simulating large-scale mobile ad hoc radio networks", Journal of Systems and Software, 73, pp. 63–74
  • Yanyong Zhang and Anand Sivasubramaniam, 2004, "ClusterSchedSim: A Unifying Simulation Framework for Cluster Scheduling Strategies", Simulation, 80, (4-5), pp. 191–206
  • Doug Burger and Anand Sivasubramaniam, 2004, "Tools for computer architecture research", SIGMETRICS Performance Evaluation Review, 31, (4), pp. 2–3
  • N. Cherukuri, G. Kandiraju, N. Gautam and Anand Sivasubramaniam, 2004, "Analytical Model and Performance Analysis of a Network Interface Card", International Journal of Modelling and Simulation, 24, (3), pp. 179-189
  • Y. Chen, A. Das, N. Gautam, Q. Wang and Anand Sivasubramaniam, 2004, "Pricing-based Strategies for Autonomic Control of Web Servers for Time-varying Request Arrivals", Engineering Applications of Artificial Intelligence, Special Issue on Automatic Computing Systems, 17, (7), pp. 841-854
  • Mau-Tsuen Yang, Rangachar Kasturi and Anand Sivasubramaniam, 2003, "A Pipeline-Based Approach for Scheduling Video Processing Algorithms on NOW", IEEE Trans. Parallel Distrib. Syst., 14, (2), pp. 119–130
  • Yanyong Zhang, Hubertus Franke, José E. Moreira and Anand Sivasubramaniam, 2003, "An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration", IEEE Trans. Parallel Distrib. Syst., 14, (3), pp. 236–247
  • Lin Li, Ismail Kadayif, Yuh-Fang Tsai, Vijaykrishnan Narayanan, Mahmut T Kandemir, Mary Jane Irwin and Anand Sivasubramaniam, 2003, "Managing Leakage Energy in Cache Hierarchies", J. Instruction-Level Parallelism, 5
  • Soontae Kim, Vijaykrishnan Narayanan, Mahmut T Kandemir, Anand Sivasubramaniam and Mary Jane Irwin, 2003, "Partitioned instruction cache architecture for energy efficiency", ACM Trans. Embedded Comput. Syst., 2, (2), pp. 163–185
  • Sudhanva Gurumurthi, Anand Sivasubramaniam, Mahmut T Kandemir and Hubertus Franke, 2003, "Reducing Disk Power Consumption in Servers with DRPM", IEEE Computer, 36, (12), pp. 59–66
  • Ning An, Ji Jin and Anand Sivasubramaniam, 2003, "Toward an Accurate Analysis of Range Queries on Spatial Data", IEEE Trans. Knowl. Data Eng., 15, (2), pp. 305–323
  • Ning An, Sudhanva Gurumurthi, Anand Sivasubramaniam, Vijaykrishnan Narayanan, Mahmut T Kandemir and Mary Jane Irwin, 2002, "Energy-performance trade-offs for spatial access methods on memory-resident data", VLDB J., 11, (3), pp. 179–197
  • Ramaswamy Govindarajan and Anand Sivasubramaniam, 2001, "Guest Editors’ Introduction: Special Issue on Cluster and Network-Based Computing", J. Parallel Distrib. Comput., 61, (11), pp. 1507–1511
  • Victor Delaluz, Mahmut T Kandemir, Vijaykrishnan Narayanan, Anand Sivasubramaniam and Mary Jane Irwin, 2001, "Hardware and Software Techniques for Controlling DRAM Power Modes", IEEE Trans. Computers, 50, (11), pp. 1154–1173
  • Aniruddha S. Vaidya, Anand Sivasubramaniam and Chitaranjan Das, 2001, "Impact of Virtual Channels and Adaptive Routing on Application Performance", IEEE Trans. Parallel Distrib. Syst., 12, (2), pp. 223–237
  • Yanyong Zhang, Anand Sivasubramaniam, José E. Moreira and Hubertus Franke, 2001, "Impact of Workload and System Parameters on Next Generation Cluster Scheduling Mechanisms", IEEE Trans. Parallel Distrib. Syst., 12, (9), pp. 967–985
  • Ramesh Radhakrishnan, Vijaykrishnan Narayanan, Lizy Kurian John, Anand Sivasubramaniam, Juan Rubio and Jyotsna Sabarinathan, 2001, "Java Runtime Systems: Characterization and Architectural Implications", IEEE Trans. Computers, 50, (2), pp. 131–146
  • Aniruddha S. Vaidya, Chitaranjan Das and Anand Sivasubramaniam, 1999, "A Testbed for Evaluation of Fault-Tolerant Routing in Multiprocessor Interconnection Networks", IEEE Trans. Parallel Distrib. Syst., 10, (10), pp. 1052–1066
  • Shailabh Nagar, Ajit Banerjee, Anand Sivasubramaniam and Chitaranjan Das, 1999, "Alternatives to Coscheduling a Network of Workstations", J. Parallel Distrib. Comput., 59, (2), pp. 302–327
  • Anand Sivasubramaniam, Aman Singla, Umakishore Ramachandran and H. Venkateswaran, 1999, "An Application-Driven Study of Parallel System Overheads and Network Bandwidth Requirements", IEEE Trans. Parallel Distrib. Syst., 10, (3), pp. 193–210
  • Ning An, R. Lu, Liujian Qian, Anand Sivasubramaniam and Tom Keefe, 1999, "Storing spatial data on a network of workstations", Cluster Computing, 2, (4), pp. 259–270
  • Anand Sivasubramaniam, Aman Singla, Umakishore Ramachandran and H. Venkateswaran, 1994, "A Simulation-Based Scalability Study of Parallel Systems", J. Parallel Distrib. Comput., 22, (3), pp. 411–426

Conference Proceedings

  • N. Elyasi, M. Arjomand, Anand Sivasubramaniam, Mahmut T Kandemir and Chitaranjan Das, 2017, "Exploiting Intra-Request Slack to Improve SSD Performance", Proceedings of the International Conference on Architectural Support for Programming Langu
  • G. Kaushik, A. Manimaran, A. Vasan, V. Sarangan and Anand Sivasubramaniam, 2017, "Burst Prediction in Water Networks Using Dynamic Metrics.", Proceedings of the Conference on Innovative Applications of Artificial Intelligence , IAAI
  • N. Shahidi, M. Arjomand, M. Jung, Mahmut T Kandemir, Chitaranjan Das and Anand Sivasubramaniam, 2016, "Exploring the Potentials of Parallel Garbage Collection in SSDs for Enterprise Storage Systems", Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC'16
  • A. Mamun, I. Narayanan, Di Wang, Anand Sivasubramaniam and Hosam Kadry Fathy, 2016, "Battery health-conscious online power management for demand response in datacenters with stochastic power demand", Proceedings of the American Control Conference
  • I. Narayanan, D. Wang, M. Jeon, B. Sharma, L. Caulfield, Anand Sivasubramaniam, B. Cutler, J. Liu, B. Khessib and K. Vaid, 2016, "SSD Failures in Datacenters: What? When? And Why?", Proceedings of the ACM International Systems and Storage Conference, SYSTOR
  • M. Arjomand, Anand Sivasubramaniam, Mahmut T Kandemir and Chitaranjan Das, 2016, "Boosting Access Parallelism to PCM-based Main Memory", Proceedings of the International Symposium on Computer Architecture, ISCA
  • L. Markose, V. Sarangan, A. Vasan, A. Suriyanarayanan and Anand Sivasubramaniam, 2016, "Harmoney: Saving energy costs in buildings through harmonic current mitigation", Proceedings of the 7th International Conference on Future Energy Systems Poster Sessions, e-Energy 2016, Association for Computing Machinery, Inc, New York, NY, USA
  • N. Shahidi, M. Arjomand, Anand Sivasubramaniam, Mahmut T Kandemir and Chitaranjan Das, 2016, "Storage consolidation: Not always a panacea, but can we ease the pain?", Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS, pp. 159-160
  • Z. Jia, M. Alaziz, X. Chi, R. Howard, Y. Zhang, P. Zhang, W. Trappe, Anand Sivasubramaniam and N. An, 2016, "HB-Phone: A Bed-Mounted Geophone-based Heartbeat Monitoring System.", ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN
  • M. Arjomand, A. Jadidi, Mahmut T Kandemir, Anand Sivasubramaniam and Chitaranjan Das, 2016, "MLC PCM main memory with accelerated read", International Symposium on Performance Analysis of Systems and Software, ISPASS, Institute of Electrical and Electronics Engineers Inc., USA, pp. 143–144
  • Srinarayana Nagarathinam, Arunchandar Vasan, Venkata Ramakrishna P, Shiva R. Iyer, Venkatesh Sarangan and Anand Sivasubramaniam, 2015, "Centralized Management of HVAC Energy in Large Multi-AHU Zones", 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, ACM BuildSystems, pp. 157–166
  • Diman Zad Tootaghaj, Farshid Farhat, Mohammad Arjomand, Paolo Faraboschi, Mahmut T Kandemir, Anand Sivasubramaniam and Chitaranjan Das, 2015, "Evaluating the Combined Impact of Node Architecture and Cloud Workload Characteristics on Network Traffic and Performance/Cost", 2015 IEEE International Symposium on Workload Characterization, IEEE, pp. 203–212
  • A. Mamun, I. Narayanan, D. Wang, Anand Sivasubramaniam and H. Fathy, 2015, "Multi-Objective Optimization to Minimize Battery Degradation and Electricity Cost for Demand Response in Datacenters", pp. 10
  • P. V. Rengasamy, Anand Sivasubramaniam, Mahmut T Kandemir and Chitaranjan Das, 2015, "Exploiting Staleness for Approximating Loads on CMPs"
  • Srinarayana Nagarathinam, Shiva R. Iyer, Arunchandar Vasan, P. Venkata Ramakrishna, Venkatesh Sarangan and Anand Sivasubramaniam, 2015, "On the Utility of Occupancy Sensing for Managing HVAC Energy in Large Zones", ACM, pp. 219–220
  • Shravan Srinivasan, Arunchandar Vasan, Venkatesh Sarangan and Anand Sivasubramaniam, 2015, "Bugs in the Freezer: Detecting Faults in Supermarket Refrigeration Systems Using Energy Signals", ACM, pp. 101–110
  • Nachiappan Chidambaram Nachiappan, Haibo Zhang, Jihyun Ryoo, Niranjan Soundararajan, Anand Sivasubramaniam, Mahmut T Kandemir, Ravishankar Iyer and Chitaranjan Das, 2015, "VIP: virtualizing IP chains on handheld platforms", ACM, pp. 655–667
  • Nachiappan Chidambaram Nachiappan, Praveen Yedlapalli, Niranjan Soundararajan, Anand Sivasubramaniam, Mahmut T Kandemir, Ravishankar Iyer and Chitaranjan Das, 2015, "Domain knowledge based energy management in handhelds", IEEE, pp. 150–160
  • Praveen Yedlapalli, Nachiappan Chidambaram Nachiappan, Niranjan Soundararajan, Anand Sivasubramaniam, Mahmut T Kandemir and Chitaranjan Das, 2014, "Short-Circuiting Memory Traffic in Handheld Platforms", pp. 166–177
  • Iyswarya Narayanan, Di Wang, Abdullah Al Mamun, Anand Sivasubramaniam and Hosam Kadry Fathy, 2014, "Should We Dual-Purpose Energy Storage in Datacenters for Power Backupand Demand Response?"
  • Sagar Kurandwad, Chandrasekar Subramanian, P. Venkata Ramakrishna, Arunchandar Vasan, Venkatesh Sarangan, VijaySekhar Chellaboina and Anand Sivasubramaniam, 2014, "Windy with a chance of profit: bid strategy and analysis for windintegration", pp. 39–49
  • Iyswarya Narayanan, Aman Kansal, Anand Sivasubramaniam, Bhuvan Urgaonkar and Sriram Govindan, 2014, "Towards a Leaner Geo-distributed Cloud Infrastructure"
  • Maathangi Sankar, Venkata Ramakrishna P, Shiva R. Iyer, Venkatesh Sarangan, Arunchandar Vasan and Anand Sivasubramaniam, 2014, "Comparing apples to oranges: energy benchmarking of supermarkets withlimited data", pp. 223–224
  • Nachiappan Chidambaram Nachiappan, Praveen Yedlapalli, Niranjan Soundararajan, Mahmut T Kandemir, Anand Sivasubramaniam and Chitaranjan Das, 2014, "GemDroid: a framework to evaluate mobile platforms", pp. 355–366
  • Iyswarya Narayanan, Arunchandar Vasan, Venkatesh Sarangan and Anand Sivasubramaniam, 2014, "One meter to find them all: water network leak localization usinga single flow meter", pp. 47–58
  • Di Wang, Sriram Govindan, Anand Sivasubramaniam, Aman Kansal, Jie Liu and Badriddine Khessib, 2014, "Underprovisioning backup power infrastructure for datacenters", pp. 177–192
  • Cheng Wang, Bhuvan Urgaonkar, Qian Wang, George Kesidis and Anand Sivasubramaniam, 2013, "Data Center Power Cost Optimization via Workload Modulation", pp. 260–263
  • Jamsheeda Kadengal, Sivabalan Thirunavukkarasu, Arunchandar Vasan, Venkatesh Sarangan and Anand Sivasubramaniam, 2013, "The Energy-Water Nexus in Campuses", pp. 1–8
  • Shiva R. Iyer, Venkatesh Sarangan, Arunchandar Vasan and Anand Sivasubramaniam, 2013, "Watts in the basket?: Energy Analysis of a Retail Chain", pp. 1–8
  • Praveen Yedlapalli, Jagadish Kotra, Emre Kultursay, Mahmut T Kandemir, Chitaranjan Das and Anand Sivasubramaniam, 2013, "Meeting midway: Improving CMP performance with memory-side prefetching", pp. 289–298
  • P. Venkata Ramakrishna, Gollakota Kaushik, K. Loknath Sudhakar, Geetha Thiagarajan and Anand Sivasubramaniam, 2013, "Online system for energy assessment in large facilities - Methodology& A real-world case study", pp. 1–9
  • Di Wang, Chuangang Ren, Sriram Govindan, Anand Sivasubramaniam, Bhuvan Urgaonkar, Aman Kansal and Kushagra Vaid, 2013, "ACE: Abstracting, characterizing and exploiting datacenter powerdemands", pp. 44–55
  • Di Wang, Anand Sivasubramaniam and Bhuvan Urgaonkar, 2013, "A Case for Heterogeneous Flash in the Datacenter", pp. 220–225
  • Di Wang, Chuangang Ren, Sriram Govindan, Anand Sivasubramaniam, Bhuvan Urgaonkar, Aman Kansal and Kushagra Vaid, 2013, "ACE: abstracting, characterizing and exploiting peaks and valleysin datacenter power consumption", pp. 333–334
  • Di Wang, Chuangang Ren and Anand Sivasubramaniam, 2013, "Virtualizing power distribution in datacenters", pp. 595–606
  • Emre Kultursay, Mahmut T Kandemir, Anand Sivasubramaniam and Onur Mutlu, 2013, "Evaluating STT-RAM as an energy-efficient main memory alternative", pp. 256–267
  • C. Wang, B. Urgaonkar, Q. Wang, G. Kesidis and Anand Sivasubramaniam, 2013, "Data Center Cost Optimization Via Workload Modulation Under Real-World Electricity Pricing", Proceedings of the Sixth IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2013), pp. 14
  • Nachiappan Chidambaram Nachiappan, Asit K. Mishra, Mahmut T Kandemir, Anand Sivasubramaniam, Onur Mutlu and Chitaranjan Das, 2012, "Application-aware prefetch prioritization in on-chip networks", pp. 441–442
  • Chuangang Ren, Di Wang, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2012, "Carbon-Aware Energy Capacity Planning for Datacenters", pp. 391–400
  • Iyswarya Narayanan, Venkatesh Sarangan, Arunchandar Vasan, Aravind Srinivasan, Anand Sivasubramaniam, B. S. Murt and S. Narasimhan, 2012, "Efficient booster pump placement in water networks using graph theoreticprinciples", pp. 1–6
  • Di Wang, Chuangang Ren, Anand Sivasubramaniam, Bhuvan Urgaonkar and Hosam Kadry Fathy, 2012, "Energy storage in datacenters: what, where, and how much?", pp. 187–198
  • Harshad Bhagwat, Amarendra Singh, Arunchandar Vasan and Anand Sivasubramaniam, 2012, "Thermal influence indices: Causality metrics for efficient explorationof data center cooling", pp. 1–10
  • Sriram Govindan, Di Wang, Anand Sivasubramaniam and Bhuvan Urgaonkar, 2012, "Leveraging stored energy for handling power emergencies in aggressivelyprovisioned datacenters", pp. 75–86
  • Iyswarya Narayanan, Venkatesh Sarangan, Arunchandar Vasan, Aravind Srinivasan and Anand Sivasubramaniam, 2012, "Networking lessons: From computers to water", pp. 1–6
  • Sriram Govindan, Jie Liu, Aman Kansal and Anand Sivasubramaniam, 2011, "Cuanta: quantifying effects of shared on-chip resource interferencefor consolidated virtual machines", pp. 22
  • Youngjae Kim, Aayush Gupta, Bhuvan Urgaonkar, Piotr Berman and Anand Sivasubramaniam, 2011, "HybridStore: A Cost-Efficient, High-Performance Storage System CombiningSSDs and HDDs", pp. 227–236
  • Sriram Govindan, Anand Sivasubramaniam and Bhuvan Urgaonkar, 2011, "Benefits and limitations of tapping into stored energy for datacenters", pp. 341–352
  • Rahul Urgaonkar, Bhuvan Urgaonkar, Michael J. Neely and Anand Sivasubramaniam, 2011, "Optimal power cost management using stored energy in data centers", pp. 221–232
  • Byung-Chul Tak, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2011, "To Move or Not to Move: The Economics of Cloud Computing"
  • Aayush Gupta, Raghav Pisolkar, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2011, "Leveraging Value Locality in Optimizing NAND Flash-based SSDs", pp. 91–103
  • Chandrasekar Subramanian, Arunchandar Vasan and Anand Sivasubramaniam, 2010, "Reducing datacenter power with server consolidation: Approximationand evaluation", pp. 1–10
  • S. Chandrasekar, A. Vasan and Anand Sivasubramaniam, 2010, "Reducing Data Center Power with Server Consolidation: Approximation and Evaluation", Proceedings of the International Conference on High Performance Computing (HiPC 2010)
  • Shiva Chaitanya, Dharani Vijayakumar, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2010, "Middleware for a Re-configurable Distributed Archival Store Basedon Secret Sharing", pp. 107–127
  • Shiva Chaitanya, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2010, "Multi-level Crypto Disk: Secondary Storage with Flexible PerformanceVersus Security Trade-offs", pp. 434–436
  • Niranjan Soundararajan, Anand Sivasubramaniam and Vijaykrishnan Narayanan, 2010, "Characterizing the soft error vulnerability of multicores runningmultithreaded applications", pp. 379–380
  • Umesh Singh, Amarendra Singh, Parvez S. and Anand Sivasubramaniam, 2010, "CFD-Based Operational Thermal Efficiency Improvement of a ProductionData Center"
  • Arunchandar Vasan, Anand Sivasubramaniam, Vikrant Shimpi, T. Sivabalan and Rajesh Subbiah, 2010, "Worth their watts? - an empirical study of datacenter servers", pp. 1–10
  • S. Ramasubramaniam, Y. Avinash, S. Pragathi Chitra, T. Geetha and Anand Sivasubramaniam, 2009, "An Activity Based Approach to Minimize Energy Usage of Service Sector Infrastructure", Proceedings of the IEEE Second International Conference on Infrastructure Systems and Services: Developing 21st Century Infrastructure Networks (INFRA), pp. 1-6
  • Sriram Govindan, Jeonghwan Choi, Bhuvan Urgaonkar, Anand Sivasubramaniam and Andrea Baldini, 2009, "Statistical profiling-based techniques for effective power provisioningin data centers", pp. 317–330
  • Niranjan Soundararajan, Aditya Yanamandra, Chrysostomos Nicopoulos, Vijaykrishnan Narayanan, Anand Sivasubramaniam and Mary Jane Irwin, 2008, "Analysis and solutions to issue queue process variation", pp. 11–21
  • Partho Nath, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2008, "Evaluating the usefulness of content addressable storage for high-performance data intensive applications", pp. 35–44
  • Yanyong Zhang and Anand Sivasubramaniam, 2008, "Failure prediction in IBM BlueGene/L event logs", pp. 1–5
  • Niranjan Soundararajan, Vijaykrishnan Narayanan and Anand Sivasubramaniam, 2008, "Impact of dynamic voltage and frequency scaling on the architectural vulnerability of GALS architectures", pp. 351–356
  • Amitayu Das, Ritendra Datta, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2008, "Predicting Web Cache Behavior using Stochastic State-Space Models", pp. 609–616
  • Jeonghwan Choi, Sriram Govindan, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2008, "Profiling, Prediction, and Capping of Power Consumption in ConsolidatedEnvironments", pp. 3–12
  • Bhuvan Urgaonkar and Anand Sivasubramaniam, 2008, "Project status: RIVER: Resource management infrastructure for consolidated hosting in virtualized data centers", pp. 1–5
  • Shiva Chaitanya, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2008, "QDSL: a queuing model for systems with differential service levels", pp. 289–300
  • Hai Lin, Guangyu Sun, Yunsi Fei, Yuan Xie and Anand Sivasubramaniam, 2008, "Thermal-aware Design Considerations for Application-Specific Instruction Set Processor", pp. 63–68
  • Y. Kim, S. Gurumurthi and Anand Sivasubramaniam, 2007, "Graceful Operation of Disk Drives under Thermal Emergencies", Proceedings of the International Conference on Thermal Issues in Emerging Technologies Theory and Application (ThETA 2007), pp. 119-125
  • Huajing Li, Wang Lee, Anand Sivasubramaniam and Clyde L Giles, 2007, "A Hybrid Cache and Prefetch Mechanism for Scientific Literature Search Engines", pp. 121–136
  • Niranjan Soundararajan, Angshuman Parashar and Anand Sivasubramaniam, 2007, "Mechanisms for bounding vulnerabilities of processor structures", pp. 506–515
  • Jeonghwan Choi, Youngjae Kim, Anand Sivasubramaniam, Jelena Srebric, Qian Wang and Joonwon Lee, 2007, "Modeling and Managing Thermal Profiles of Rack-mounted Servers with ThermoStat", pp. 205–215
  • Huajing Li, Wang Lee, Anand Sivasubramaniam and Clyde L Giles, 2007, "SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines", pp. 137–146
  • Sriram Govindan, Arjun R. Nath, Amitayu Das, Bhuvan Urgaonkar and Anand Sivasubramaniam, 2007, "Xen and co.: communication-aware CPU scheduling for consolidated xen-based hosting platforms", pp. 126–136
  • Yinglung Liang, Yanyong Zhang, Anand Sivasubramaniam, Morris Jette and Ramendra K. Sahoo, 2006, "BlueGene/L Failure Analysis and Prediction Models", pp. 425–434
  • Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang Lee, Anand Sivasubramaniam and Clyde L Giles, 2006, "CiteSeerchi: a scalable autonomous scientific digital library", pp. 18
  • Yiyu Chen, Amitayu Das, Anand Sivasubramaniam, Qian Wang, R. Harper and M. Bland, 2006, "Consolidating clients on back-end servers with co-location and frequency control", pp. 383–384
  • Shiva Chaitanya, Kevin R. B. Butler, Anand Sivasubramaniam, Patrick D McDaniel and Murali Vilayannur, 2006, "Design, implementation and evaluation of security in iSCSI-based network storage systems", pp. 17–28
  • Mei Li, Wang Lee and Anand Sivasubramaniam, 2006, "DPTree: A Balanced Tree Based Indexing Framework for Peer-to-Peer Systems", pp. 12–21
  • Chun Liu, Anand Sivasubramaniam, Mahmut T Kandemir and Mary Jane Irwin, 2006, "Enhancing L2 organization for CMPs with a center cell"
  • Isaac G. Councill, Huajing Li, Ziming Zhuang, Sandip Debnath, Levent Bolelli, Wang Lee, Anand Sivasubramaniam and Clyde L Giles, 2006, "Learning metadata from the evidence in an on-line citation matching scheme", pp. 276–285
  • Mei Li, Guanling Lee, Wang Lee and Anand Sivasubramaniam, 2006, "PENS: an algorithm for density-based clustering in peer-to-peer systems", pp. 39
  • , 2006, "Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS/Performance 2006, Saint Malo, France, June 26-30, 2006", ACM
  • Angshuman Parashar, Anand Sivasubramaniam and Sudhanva Gurumurthi, 2006, "SlicK: slice-based locality exploitation for efficient redundant multithreading", pp. 95–105
  • Youngjae Kim, Sudhanva Gurumurthi and Anand Sivasubramaniam, 2006, "Understanding the performance-temperature interactions in disk I/O of server workloads", pp. 176–186
  • V. Natarajan, S. Gurumurthi and Anand Sivasubramaniam, 2005, "Is Traditional Power Management + Prefetching == DRPM for Server Disks?", Proceedings of the Eighth Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW-8), in conjunction with (HPCA-11), pp. 48-56
  • S. Gurumurthi, A. Parashar and Anand Sivasubramaniam, 2005, "SOS: Using Speculation for Detecting Memory Errors", Proceedings of the First Workshop on High Performance Computing Reliability Issues (HPCRI), in conjunction with HPCA-11
  • D. Charles Engelhart and Anand Sivasubramaniam, 2005, "Almost Disjunct Codes in Large Scale Multihop Wireless Network Media Access Control", pp. 453–463
  • Jianyong Zhang, Anand Sivasubramaniam, Alma Riska, Qian Wang and Erik Riedel, 2005, "An interposed 2-Level I/O scheduling framework for performance virtualization", pp. 406–407
  • Sudhanva Gurumurthi, Anand Sivasubramaniam and Vivek K. Natarajan, 2005, "Disk Drive Roadmap from the Thermal Perspective: A Case for Dynamic Thermal Management", pp. 38–49
  • Chun Liu, Anand Sivasubramaniam, Mahmut T Kandemir and Mary Jane Irwin, 2005, "Exploiting Barriers to Optimize Power Consumption of CMPs"
  • Yinglung Liang, Yanyong Zhang, Anand Sivasubramaniam, Ramendra K. Sahoo, José E. Moreira and Manish Gupta, 2005, "Filtering Failure Logs for a BlueGene/L Prototype", pp. 476–485
  • , 2005, "Job Scheduling Strategies for Parallel Processing, 10th International Workshop, JSSPP 2004, New York, NY, USA, June 13, 2004, Revised Selected Papers", Springer, 3277
  • Yiyu Chen, Amitayu Das, Wubi Qin, Anand Sivasubramaniam, Qian Wang and Natarajan Gautam, 2005, "Managing server energy and operational costs in hosting centers", pp. 303–314
  • Murali Vilayannur, Anand Sivasubramaniam and Mahmut T Kandemir, 2005, "Pro-active Page Replacement for Scientific Applications: A Characterization", pp. 248–257
  • Murali Vilayannur, Partho Nath and Anand Sivasubramaniam, 2005, "Providing Tunable Consistency for a Parallel File Store"
  • Jianyong Zhang, Anand Sivasubramaniam, Qian Wang, Alma Riska and Erik Riedel, 2005, "Storage Performance Virtualization via Throughput and Latency Control", pp. 135–142
  • , 2004, "2004 International Conference on Dependable Systems and Networks (DSN 2004), 28 June - 1 July 2004, Florence, Italy, Proceedings", IEEE Computer Society
  • Angshuman Parashar, Sudhanva Gurumurthi and Anand Sivasubramaniam, 2004, "A Complexity-Effective Approach to ALU Bandwidth Enhancement for Instruction-Level Temporal Redundancy", pp. 376–386
  • D. Charles Engelhart, Anand Sivasubramaniam, Christopher L. Barrett, Madhav V. Marathe, James P. Smith and Monique Morin, 2004, "A Spatial Analysis of Mobility Models: Application to Wireless Ad Hoc Network Simulation", pp. 35–42
  • Guilin Chen, Mahmut T Kandemir, Vijaykrishnan Narayanan, Anand Sivasubramaniam and Mary Jane Irwin, 2004, "Analyzing heap error behavior in embedded JVM environments", pp. 230–235
  • Ismail Kadayif, Partho Nath, Mahmut T Kandemir and Anand Sivasubramaniam, 2004, "Compiler-directed physical address generation for reducing dTLB power", pp. 161–168
  • Victor De La Luz, Mahmut T Kandemir, Anand Sivasubramaniam and Mary Jane Irwin, 2004, "Exploring the Possibility of Operating in the Compressed Domain", pp. 507–515
  • Ramendra K. Sahoo, Anand Sivasubramaniam, Mark S. Squillante and Yanyong Zhang, 2004, "Failure Data Analysis of a Large-Scale Heterogeneous Server Environment", pp. 772
  • Adam J. Oliner, Ramendra K. Sahoo, José E. Moreira, Manish Gupta and Anand Sivasubramaniam, 2004, "Fault-Aware Job Scheduling for BlueGene/L Systems"
  • Murali Vilayannur, Robert B. Ross, Philip H. Carns, Rajeev Thakur, Anand Sivasubramaniam and Mahmut T Kandemir, 2004, "On the Performance of the POSIX I/O Interface to PVFS", pp. 332–339
  • Chun Liu, Anand Sivasubramaniam and Mahmut T Kandemir, 2004, "Optimizing Bus Energy Consumption of On-Chip Multiprocessors Using Frequent Values", pp. 340
  • Chun Liu, Anand Sivasubramaniam and Mahmut T Kandemir, 2004, "Organizing the Last Line of Defense before Hitting the Memory Wall for CMP", pp. 176–185
  • Yanyong Zhang, Mark S. Squillante, Anand Sivasubramaniam and Ramendra K. Sahoo, 2004, "Performance Implications of Failures in Large-Scale Cluster Scheduling", pp. 233–252
  • Yiyu Chen, Amitayu Das, Natarajan Gautam, Qian Wang and Anand Sivasubramaniam, 2004, "Pricing and Autonomic Control of Web Servers with Time-Varying Request Patterns", pp. 290–291
  • , 2004, "Proceedings of the 2nd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2004, Stockholm, Sweden, September 8-10, 2004", ACM
  • Mei Li, Wang Lee and Anand Sivasubramaniam, 2004, "Semantic Small World: An Overlay Network for Peer-to-Peer Search", pp. 228–238
  • Jianyong Zhang, Anand Sivasubramaniam, Hubertus Franke, Natarajan Gautam, Yanyong Zhang and Shailabh Nagar, 2004, "Synthesizing Representative I/O Workloads for TPC-H", pp. 142–151
  • G. Chen, M. Kandemir, N. Vijaykrishnan, Anand Sivasubramaniam and M. J. Irwin, 2004, "Analyzing Object Error Behavior in Embedded JVM Environments", Proceedings of the IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and Systems Synthesis (CODES+ISSS'04), pp. 230-235
  • M. Li, W.-C. Lee and Anand Sivasubramaniam, 2004, "A Small World Overlay Network for Semantic Based Search in P2P Systems", Proceedings of the Second Workshop on Semantics in Peer-to-Peer and Grid Computing (SemPGRID'04), pp. 71-90
  • M. Li, W.-C. Lee and Anand Sivasubramaniam, 2004, "Efficient Peer to Peer Information Sharing Over Mobile Ad Hoc Networks", Proceedings of the Second WWW Workshop on Emerging Applications for Wireless and Mobile Access (MobEA'04)
  • Christopher L. Barrett, Madhav V. Marathe, D. Charles Engelhart and Anand Sivasubramaniam, 2003, "Approximate Connectivity Graph Generation in Mobile Ad Hoc Radio Networks", pp. 81–88
  • Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta and Anand Sivasubramaniam, 2003, "Critical event prediction for proactive management in large-scale computer clusters", pp. 426–435
  • Yanyong Zhang, Jianyong Zhang, Anand Sivasubramaniam, Chun Liu and Hubertus Franke, 2003, "Decision-Support Workload Characteristics on a Clustered Database Server from the OS Perspective", pp. 386–393
  • Murali Vilayannur, Anand Sivasubramaniam, Mahmut T Kandemir, Rajeev Thakur and Robert B. Ross, 2003, "Discretionary Caching for I/O on Clusters", pp. 96–103
  • Sudhanva Gurumurthi, Anand Sivasubramaniam, Mahmut T Kandemir and Hubertus Franke, 2003, "DRPM: Dynamic Speed Control for Power Mangagement in Server Class Disks", pp. 169–179
  • Sudhanva Gurumurthi, Ning An, Anand Sivasubramaniam, Vijaykrishnan Narayanan, Mahmut T Kandemir and Mary Jane Irwin, 2003, "Energy and Performance Considerations in Work Partitioning for Mobile Spatial Queries", pp. 33
  • Yanyong Zhang, Antony Yang, Anand Sivasubramaniam and José E. Moreira, 2003, "Gang Scheduling Extensions for I/O Intensive Workloads", pp. 183–207
  • Wei Zhang, Sudhanva Gurumurthi, Mahmut T Kandemir and Anand Sivasubramaniam, 2003, "ICR: In-Cache Replication for Enhancing Data Cache Reliability", pp. 291–300
  • Sudhanva Gurumurthi, Jianyong Zhang, Anand Sivasubramaniam, Mahmut T Kandemir, Hubertus Franke, Vijaykrishnan Narayanan and Mary Jane Irwin, 2003, "Interplay of energy and performance for disk arrays running transaction processing workloads", pp. 123–132
  • , 2003, "Job Scheduling Strategies for Parallel Processing, 9th International Workshop, JSSPP 2003, Seattle, WA, USA, June 24, 2003, Revised Papers", Springer, 2862
  • Mei Li, Wang Lee and Anand Sivasubramaniam, 2003, "Neighborhood Signatures for Searching P2P Networks", pp. 149–159
  • Wei Zhang, Mahmut T Kandemir, Anand Sivasubramaniam and Mary Jane Irwin, 2003, "Performance, energy, and reliability tradeoffs in replicating hot cache lines", pp. 309–317
  • Victor Delaluz, Mahmut T Kandemir, Anand Sivasubramaniam, Mary Jane Irwin and Vijaykrishnan Narayanan, 2003, "Reducing dTLB Energy Through Dynamic Resizing", pp. 358–363
  • , 2002, "16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 15-19 April 2002, Fort Lauderdale, FL, USA, CD-ROM/Abstracts Proceedings", IEEE Computer Society
  • , 2002, "2002 Design, Automation and Test in Europe Conference and Exposition (DATE 2002), 4-8 March 2002, Paris, France", IEEE Computer Society
  • , 2002, "2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 23-26 September 2002, Chicago, IL, USA", IEEE Computer Society
  • , 2002, "2002 International Conference on Parallel Architectures and Compilation Techniques (PACT 2002), 22-25 September 2002, Charlottesville, VA, USA", IEEE Computer Society
  • , 2002, "29th International Symposium on Computer Architecture (ISCA 2002), 25-29 May 2002, Anchorage, AK, USA", IEEE Computer Society
  • Christopher L. Barrett, Madhav V. Marathe, D. Charles Engelhart and Anand Sivasubramaniam, 2002, "Analyzing the Short-Term Fairness of IEEE 802.11 in Wireless Multi-Hop Radio Networks", pp. 137–144
  • Gokul B. Kandiraju and Anand Sivasubramaniam, 2002, "Characterizing the d-TLB behavior of SPEC CPU2000 benchmarks", pp. 129–139
  • Yanyong Zhang, Anand Sivasubramaniam, Jianyong Zhang, Shailabh Nagar and Hubertus Franke, 2002, "Characterizing the Scalability of Decision-Support Workloads on Clusters and SMP Systems", pp. 355–364
  • Victor Delaluz, Mahmut T Kandemir, Vijaykrishnan Narayanan, Mary Jane Irwin, Anand Sivasubramaniam and Ibrahim Kolcu, 2002, "Compiler-Directed Array Interleaving for Reducing Energy in Multi-Bank Memories", pp. 288
  • Anand Sivasubramaniam, Mahmut T Kandemir, Vijaykrishnan Narayanan and Mary Jane Irwin, 2002, "Designing Energy-Efficient Software"
  • Ismail Kadayif, Mahmut T Kandemir, Vijaykrishnan Narayanan, Mary Jane Irwin and Anand Sivasubramaniam, 2002, "EAC: A Compiler Framework for High-Level Energy Estimation and Optimization", pp. 436–442
  • , 2002, "Euro-Par 2002, Parallel Processing, 8th International Euro-Par Conference Paderborn, Germany, August 27-30, 2002, Proceedings", Springer, 2400
  • Ismail Kadayif, Anand Sivasubramaniam, Mahmut T Kandemir, Gokul B. Kandiraju and Guangyu Chen, 2002, "Generating physical addresses directly for saving instruction TLB energy", pp. 185–196
  • Gokul B. Kandiraju and Anand Sivasubramaniam, 2002, "Going the Distance for TLB Prefetching: An Application-Driven Study", pp. 195
  • Shailabh Nagar, Chun Liu, Gokul B. Kandiraju, Anand Sivasubramaniam and Natarajan Gautam, 2002, "Incorporating Quality-of-Service in the Virtual Interface Architecture"
  • Murali Vilayannur, Mahmut T Kandemir and Anand Sivasubramaniam, 2002, "Kernel-Level Caching for Optimizing I/O by Exploiting Inter-Application Data Sharing", pp. 425
  • Lin Li, Ismail Kadayif, Yuh-Fang Tsai, Vijaykrishnan Narayanan, Mahmut T Kandemir, Mary Jane Irwin and Anand Sivasubramaniam, 2002, "Leakage Energy Management in Cache Hierarchies", pp. 131–140
  • Mark S. Squillante, Yanyong Zhang, Anand Sivasubramaniam, Natarajan Gautam, Hubertus Franke and José E. Moreira, 2002, "Modeling and analysis of dynamic coscheduling in parallel and distributed environments", pp. 43–54
  • , 2002, "Proceedings of the 10th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-X), San Jose, California, USA, October 5-9, 2002", ACM Press
  • , 2002, "Proceedings of the 35th Annual International Symposium on Microarchitecture, Istanbul, Turkey, November 18-22, 2002", ACM/IEEE Computer Society
  • , 2002, "Proceedings of the 39th Design Automation Conference, DAC 2002, New Orleans, LA, USA, June 10-14, 2002", ACM
  • , 2002, "Proceedings of the ASPDAC 2002 / VLSI Design 2002, CD-ROM, 7-11 January 2002, Bangalore, India", IEEE Computer Society
  • , 2002, "Proceedings of the Eighth International Symposium on High-Performance Computer Architecture (HPCA’02), Boston, Massachusettes, USA, February 2-6, 2002", IEEE Computer Society
  • , 2002, "Proceedings of the International Conference on Measurements and Modeling of Computer Systems, SIGMETRICS 2002, June 15-19, 2002, Marina Del Rey, California, USA", ACM
  • Victor Delaluz, Anand Sivasubramaniam, Mahmut T Kandemir, Vijaykrishnan Narayanan and Mary Jane Irwin, 2002, "Scheduler-based DRAM energy management", pp. 697–702
  • Tao Li, Lizy Kurian John, Anand Sivasubramaniam, Vijaykrishnan Narayanan and Juan Rubio, 2002, "Understanding and improving operating system effects in control flow prediction", pp. 68–80
  • Sudhanva Gurumurthi, Anand Sivasubramaniam, Mary Jane Irwin, Vijaykrishnan Narayanan, Mahmut T Kandemir, Tao Li and Lizy Kurian John, 2002, "Using Complete Machine Simulation for Software Power Estimation: The SoftWatt Approach", pp. 141–150
  • Yanyong Zhang, Hubertus Franke, José E. Moreira and Anand Sivasubramaniam, 2001, "An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration", pp. 133–158
  • Ning An, Anand Sivasubramaniam, Vijaykrishnan Narayanan, Mahmut T Kandemir, Mary Jane Irwin and Sudhanva Gurumurthi, 2001, "Analyzing energy behavior of spatial access methods for memory-resident data", pp. 411–420
  • Mau-Tsuen Yang, Rangachar Kasturi and Anand Sivasubramaniam, 2001, "Automatic Scheduler for Real-Time Vision Applications", pp. 30
  • Victor Delaluz, Mahmut T Kandemir, Vijaykrishnan Narayanan, Anand Sivasubramaniam and Mary Jane Irwin, 2001, "DRAM Energy Management Using Software and Hardware Directed Power Mode Control", pp. 159–169
  • Vijaykrishnan Narayanan, Mahmut T Kandemir, Soontae Kim, Samarjeet Singh Tomar, Anand Sivasubramaniam and Mary Jane Irwin, 2001, "Energy Behavior of Java Applications from the Memory Perspective", pp. 207–220
  • Aniruddha S. Vaidya, Anand Sivasubramaniam and Chitaranjan Das, 2001, "Impact of virtual channels and adaptive routing on application performance", pp. 223–237
  • , 2001, "Job Scheduling Strategies for Parallel Processing, 7th International Workshop, JSSPP 2001, Cambridge, MA, USA, June 16, 2001, Revised Papers", Springer, 2221
  • Soontae Kim, Vijaykrishnan Narayanan, Mahmut T Kandemir, Anand Sivasubramaniam, Mary Jane Irwin and E. Geethanjali, 2001, "Power-aware partitioned cache architectures", pp. 64–67
  • , 2001, "Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), San Francisco, CA, April 23-27, 2001", IEEE Computer Society
  • , 2001, "Proceedings of the 17th International Conference on Data Engineering, April 2-6, 2001, Heidelberg, Germany", IEEE Computer Society
  • , 2001, "Proceedings of the 1st Java Virtual Machine Research and Technology Symposium, April 23-24, 2001, Monterey, CA, USA", USENIX
  • , 2001, "Proceedings of the 2001 ACM SIGPLAN-SIGSOFT Workshop on Program Analysis For Software Tools and Engineering, PASTE’01, Snowbird, Utah, USA, June 18-19, 2001", ACM
  • , 2001, "Proceedings of the 2001 International Symposium on Low Power Electronics and Design, 2001, Huntington Beach, California, USA, 2001", ACM
  • , 2001, "Proceedings of the ACM SIGCPR Conference on Computer Personnel Research, San Diego, California, USA, 2001", ACM
  • , 2001, "Proceedings of the Seventh International Symposium on High-Performance Computer Architecture (HPCA’01), Nuevo Leone, Mexico, January 20-24, 2001", IEEE Computer Society
  • Yanyong Zhang and Anand Sivasubramaniam, 2001, "Scheduling best-effort and real-time pipelined applications on time-shared clusters", pp. 209–219
  • Ning An, Zhen-Yu Yang and Anand Sivasubramaniam, 2001, "Selectivity Estimation for Spatial Joins", pp. 368–375
  • Ismail Kadayif, T. Chinoda, Mahmut T Kandemir, Vijaykrishnan Narayanan, Mary Jane Irwin and Anand Sivasubramaniam, 2001, "vEC: virtual energy counters", pp. 28–31
  • , 2001, "VLDB 2001, Proceedings of 27th International Conference on Very Large Data Bases, September 11-14, 2001, Roma, Italy", Morgan Kaufmann
  • Mary Jane Irwin, Mahmut T Kandemir, Vijaykrishnan Narayanan and Anand Sivasubramaniam, 2000, "A Holistic Approach to System Level Energy Optimization", pp. 88–107
  • Yanyong Zhang, Anand Sivasubramaniam, José E. Moreira and Hubertus Franke, 2000, "A simulation-based study of scheduling mechanisms for a dynamic cluster environment", pp. 100–109
  • Ji Jin, Ning An and Anand Sivasubramaniam, 2000, "Analyzing Range Queries on Spatial Data", pp. 525–534
  • Ramesh Radhakrishnan, Vijaykrishnan Narayanan, Lizy Kurian John and Anand Sivasubramaniam, 2000, "Architectural Issues in Java Runtime Systems", pp. 387–398
  • , 2000, "Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29 - September 1, 2000, Proceedings", Springer, 1900
  • Yanyong Zhang, Anand Sivasubramaniam, Hubertus Franke and José E. Moreira, 2000, "Improving Parallel Job Scheduling by Combining Gang Scheduling and Backfilling Techniques", pp. 133–142
  • , 2000, "Integrated Circuit Design, Power and Timing Modeling, Optimization and Simulation, 10th International Workshop, PATMOS 2000, Göttingen, Germany, September 13-15, 2000, Proceedings", Springer, 1918
  • Ki Hwan Yum, Aniruddha S. Vaidya, Chitaranjan Das and Anand Sivasubramaniam, 2000, "Investigating QoS Support for Traffic Mixes with the MediaWorm Router", pp. 97–106
  • Shailabh Nagar, Anand Sivasubramaniam, Jorge Rodriguez and Mazin S. Yousif, 2000, "Issues in Designing and Implementing a Scalable Virtual Interface Architecture", pp. 405–412
  • , 2000, "Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS’00), Cancun, Mexico, May 1-5, 2000", IEEE Computer Society
  • , 2000, "Proceedings of the 2000 International Conference on Parallel Processing, ICPP 2000, Toronto, Canada, August 21-24, 2000", IEEE Computer Society
  • , 2000, "Proceedings of the Sixth International Symposium on High-Performance Computer Architecture, Toulouse, France, January 8-12, 2000", IEEE Computer Society
  • Yanyong Zhang, Hubertus Franke, José E. Moreira and Anand Sivasubramaniam, 2000, "The Impact of Migration on Parallel Job Scheduling for Distributed Systems", pp. 242–251
  • Tao Li, Lizy Kurian John, Vijaykrishnan Narayanan, Anand Sivasubramaniam, Jyotsna Sabarinathan and Anupama Murthy, 2000, "Using complete system simulation to characterize SPECjvm98 benchmarks", pp. 22–33
  • Shailabh Nagar, Ajit Banerjee, Anand Sivasubramaniam and Chitaranjan Das, 1999, "A Closer Look at Coscheduling Approaches for a Network of Workstations", pp. 96–105
  • Aniruddha S. Vaidya, Anand Sivasubramaniam and Chitaranjan Das, 1999, "LAPSES: A Recipe for High Performance Adaptive Router Design", pp. 236–243
  • , 1999, "Network-Based Parallel Computing: Communication, Architecture, and Applications, Third International Workshop, CANPC ’99, Orlando, Forida, USA, January 9, 1999, Proceedings", Springer, 1602
  • , 1999, "Proceedings of the Fifth International Symposium on High-Performance Computer Architecture, Orlando, FL, USA, January 9-12, 1999", IEEE Computer Society
  • Anand Sivasubramaniam and Mario Lauria, 1999, "Third Workshop on Communication, Architecture, and Applications for Network-Based Parallel Computing (CANPC ’99)", pp. 320
  • , 1998, "1998 International Conference on Parallel Processing Workshops, ICPPW’98, Minneapolis, Minnesota, August 14, 1998", IEEE Computer Society
  • , 1998, "ACM-GIS ’98, Proceedings of the 6th international symposium on Advances in Geographic Information Systems, November 6-7, 1998, Washington, DC, USA", ACM
  • Suneuy Kim, Anand Sivasubramaniam and Chitaranjan Das, 1998, "Analyzing Cache Performance for Video Servers", pp. 38–47
  • Ning An, Liujian Qian, Anand Sivasubramaniam and Tom Keefe, 1998, "Evaluating Parallel R-Tree Implementations on a Network of Workstations (Extended Abstract)", pp. 159–160
  • Shailabh Nagar, Dale Seed and Anand Sivasubramaniam, 1998, "Implementing Protected Multi-User Communication for Myrinet", pp. 30–44
  • , 1998, "Network-Based Parallel Computing: Communication, Architecture, and Applications, Second International Workshop, CANPC ’98, Las Vegas, Nevada, USA, January 31 - February 1, 1998, Proceedings", Springer, 1362
  • Manjunath Bangalore and Anand Sivasubramaniam, 1998, "Remote Subpaging Across a Fast Network", pp. 74–87
  • , 1997, "1997 International Conference on Parallel Processing (ICPP ’97), August 11-15, 1997, Bloomington, IL, USA, Proceedings", IEEE Computer Society
  • Dale Seed, Anand Sivasubramaniam and Chitaranjan Das, 1997, "Communication in Parallel Applications: Characterization and Sensitivity Analysis", pp. 446–453
  • Anand Sivasubramaniam, 1997, "Execution-Driven Simulators for Parallel Systems Design", pp. 1021–1028
  • Aniruddha S. Vaidya, Anand Sivasubramaniam and Chitaranjan Das, 1997, "Performance Benefits of Virtual Channels and Adaptive Routing: An Application-Driven Study", pp. 140–147
  • , 1997, "Proceedings of the 29th conference on Winter simulation, WSC 1997, Atlanta, GA, USA, December 7-10, 1997", ACM
  • , 1997, "Proceedings of the 3rd IEEE Symposium on High-Performance Computer Architecture (HPCA ’97), San Antonio, Texas, USA, February 1-5, 1997", IEEE Computer Society
  • Mangesh Kasbekar, Shailabh Nagar and Anand Sivasubramaniam, 1997, "pSNOW: A Tool to Evaluate Architectural Issues for NOW Environments", pp. 100–107
  • Anand Sivasubramaniam, 1997, "Reducing the Communication Overhead of Dynamic Applications on Shared Memory Multiprocessors", pp. 194–203
  • Sucheta Chodnekar, Viji Srinivasan, Aniruddha S. Vaidya, Anand Sivasubramaniam and Chitaranjan Das, 1997, "Towards a Communication Characterization Methodology for Parallel Applications", pp. 310–319
  • Anand Sivasubramaniam, Aman Singla, Umakishore Ramachandran and H. Venkateswaran, 1995, "Abstracting Network Characteristics and Locality Properties of Parallel Systems", pp. 54–63
  • Umakishore Ramachandran, Gautam Shah, Anand Sivasubramaniam, Aman Singla and Ivan Yanasak, 1995, "Architectural Mechanisms for Explicit Communication in Shared Memory Multiprocessors", pp. 62
  • Anand Sivasubramaniam, Aman Singla, Umakishore Ramachandran and H. Venkateswaran, 1995, "On Characterizing Bandwidth Requirements of Parallel Applications", pp. 198–207
  • , 1995, "Proceedings of the 1st IEEE Symposium on High-Performance Computer Architecture (HPCA 1995), Raleigh, North Carolina, USA, January 22-25, 1995", IEEE Computer Society
  • , 1995, "Proceedings Supercomputing ’95, San Diego, CA, USA, December 4-8, 1995", IEEE Computer Society / ACM
  • Anand Sivasubramaniam, Aman Singla, Umakishore Ramachandran and H. Venkateswaran, 1994, "An Approach to Scalability Study of Shared Memory Parallel Systems", pp. 171–180
  • Anand Sivasubramaniam, Umakishore Ramachandran and H. Venkateswaran, 1992, "A Computational Model for Message Passing", pp. 358–361
  • , 1992, "Proceedings of the 6th International Parallel Processing Symposium, Beverly Hills, CA, USA, March 1992", IEEE Computer Society

Manuscripts

  • A. Gupta, R. Pisolkar, B. Urgaonkar and Anand Sivasubramaniam, , "Leveraging Value Locality in Optimizing NAND Flash-based SSDs"
  • G. Thiagarajan, V. Sarangan, R. Suriyanarayanan, P. Sethuraman, Anand Sivasubramaniam and A. Yegyanarayanan, , "Managing Carbon Footprint of Buildings with ECView", IEEE Computer

Research Projects

  • August 2016 - July 2019, "XPS: FULL: A Fresh Look at Near Data Computing: Coordinated Data and Computation Government," (Sponsor: National Science Foundation).
  • August 2016 - July 2019, "CI-New: GEMDROID: A Comprehensive Platform for Studying Architectural Issues for Next Generation Mobile Systems," (Sponsor: National Science Foundation).
  • August 2015 - July 2018, "SHF:Small:Virtualizing Coordinated Resource Management of Flows on Handhelds with VIADUCT," (Sponsor: National Science Foundation).
  • August 2014 - July 2017, "XPS: FULL: CCA:Extracting Scalable Parallelism by Relaxing the Contracts across the System Stack," (Sponsor: National Science Foundation).
  • July 2013 - June 2016, "SHF: Medium: Breaking the Physical Divide Between Computation and NAND-Flash Storage," (Sponsor: National Science Foundation).
  • August 2013 - July 2016, "CSR: Medium: Provisioning and Harnessing Energy Storage for Datacenter Demand Response," (Sponsor: National Science Foundation).
  • August 2012 - July 2016, "SHF:Large:Collaborative Research: Architecting the Next Generation Memory Hierarchy - A Holistic Approach," (Sponsor: National Science Foundation).
  • September 2011 - August 2013, "EAGER:SHF: Harnessing Cross-Layer Heterogeneity for future CMPS," (Sponsor: NSF/CCF).

Honors and Awards

  • #3 in High Performance Computer Architecture "Hall of Fame", February 2015
  • #7 most published author in the highly competitive ACM SIGMETRICS Conferences, 2015
  • Keynote Talk at HotPower, October 2015
  • Best Paper Award, ACM International Conference on Future Energy Systems (ACM e-Energy 2015), July 2015
  • Inducted into the "International Symposium on Computer Architecture Hall of Fame, June 2015
  • Google Faculty Research Award, Google, 2013 - 2013
  • Best Paper Award, IEEE International Symposium on Workload Characterization (IISWC 2013), September 2013 - September 2013
  • Pick of the Month Award, IEEE Sustainable Computing Register for ASPLOS 2012 Paper, September 2012 - September 2012
  • Best Paper Award, Twentieth IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2012), August 2012 - August 2012
  • Best Paper Nomination (one out of four) at the ACM International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 2012, 2012 - 2012
  • Google Faculty Research Award, Google, 2012 - 2012
  • Google Faculty Research Award, Google, 2011 - 2011
  • HP Annual Innovation Research Award, HP, 2010 - 2010
  • Fellow, Institute of Electrical and Electronics Engineers, 2012
  • Distinguished Scientist, Association for Computing Machinery, 2010

Service

Service to Penn State:

  • Committee Member, Undergraduate Curriculum Committee, August 2016 - July 2017
  • Committee Member, Promotion and Tenure Committee, August 2016 - July 2017
  • Committee Member, Faculty Recruiting Committee, August 2015 - July 2016
  • Committee Member, Awards Committee, August 2014 - July 2016
  • Committee Member, Web Committee, August 2015 - July 2016
  • Committee Member, Publications Committee, August 2014 - July 2016
  • Committee Member, Distance Learning Committee, August 2012 - July 2014
  • Committee Member, Teaching Load Committee, August 2013 - July 2014
  • Co-Chairperson, IT Committee, August 2012 - July 2014
  • Committee Member, Co-Chair, IT Committee, Distance Learning Committee, IT, 2012 - 2013
  • Committee Member, Global Engineering Education (GLEE) Faculty Planning Group, 2010 - 2012
  • Chairperson, Promotion and Tenure Committee, August 2010 - July 2011
  • Committee Member, Personnel Committee, August 1996 - July 2011
  • Committee Member, Climate/Social and Faculty Development Committee, August 2010 - July 2011
  • Committee Member, IT Committee, August 2010 - July 2011
  • Committee Member, IT & Lab Evaluation Committee, August 2009 - July 2010

Service to External Organizations:

  • Committee Member, International Conference on Distributed Computing Systems,ICDCS, June 2016
  • Committee Member, Workshop on Greenmetrics, held in conjunction with ACM SIGMETRICS, June 2016
  • Committee Member, International Symposium on Computer Architecture, 2016
  • Committee Member, USENIX Workshop on Cool Topics in Sustainable Data Centers,Cool DC, 2016
  • Invited ParticipantNSF Workshop on Sustainable Data Centers, June 2015
  • Committee Member, USENIX Workshop on HotPower, October 2015
  • Co-Chairperson, Performance and Modeling and Evaluation Track, Forty-Third International Conference on Parallel Processing (ICPP 2014), Minneapolis, MN, September 2014
  • Committee Member, Twelfth USENIX Conference on File and Storage Technologies (FAST 2014), Santa Clara, CA, February 2014
  • Committee Member, Workshop on Greenmetrics, held in conjunction with ACM SIGMETRICS, June 2014
  • Committee Member, Fourth International Workshop on Data Center Performance (DCPerf 2014), Madrid, Spain, June 2014
  • Committee Member, Los Alamos National Lab, 2013
  • Committee Member, Eleventh USENIX Conference on File and Storage Technologies (FAST 2013), San Jose, CA, February 2013
  • Committee Member, Nineteenth IEEE International Conference on High Performance Computer Architecture (HPCA 2013), Shenzhen, China, February 2013
  • Committee Member, Thirty-third International Conference on Distributed Computing Systems (ICDCS 2013), Philadelphia, PA, July 2013
  • Committee Member, Third International Workshop on Data Center Performance (DCPerf 2013), Philadelphia, PA, July 2013
  • Committee Member, Thirty-Ninth Annual International Symposium on Computer Architecture (ISCA-39), Portland, OR, June 2012
  • Committee Member, Second International Workshop on Data Center Performance (DCPerf 2012), Macau, China, June 2012
  • Committee Member, Second Workshop on Energy Consumption and Reliability of Storage Systems (ERSS 2012), in conjunction with IGCC 2012, San Jose, CA, June 2012
  • Committee Member, 2012 Workshop on Power-Aware Computing and Systems (HotPower 2012), Hollywood, CA, October 2012
  • Committee Member, First International Workshop on Energy Consumption and Reliability of Storage Systems (ERSS 2011), Orlando, FL, June 2011
  • Committee Member, International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS 2011), San Jose, CA, June 2011
  • Committee Member, First International Workshop on Data Center Performance (DCPerf 2011), Minneapolis, MN, June 2011
  • Committee Member, Member, Program Committee, Sixth Annual Workshop on Modeling, Benchmarking and Simulation (MoBS 2010), in conjunction with ISCA 2010, Saint-Malo, France, June 2010
  • Committee Member, International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS 2010), New York, NY, June 2010
  • Committee Member, Sixteenth IEEE International Symposium on High-Performance Computer Architecture (HPCA-16), Bangalore, India, January 2010
  • Liaison, Fifteenth ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP 2010), January 2010
  • Co-Chairperson, IEEE International Conference on Cluster Computing (Cluster 2010), Heraklion, Crete, Greece, September 2010
 


 

About

The School of Electrical Engineering and Computer Science was created in the spring of 2015 to allow greater access to courses offered by both departments for undergraduate and graduate students in exciting collaborative research in fields.

We offer B.S. degrees in electrical engineering, computer science and computer engineering and graduate degrees (master's degrees and Ph.D.'s) in electrical engineering and computer science and engineering. EECS focuses on the convergence of technologies and disciplines to meet today’s industrial demands.

School of Electrical Engineering and Computer Science

The Pennsylvania State University

209 Electrical Engineering West

University Park, PA 16802

814-863-6740

Department of Computer Science and Engineering

814-865-9505

Department of Electrical Engineering

814-865-7667