Anshuk gandhi biography


I am an Associate Academic in the Department of Reckoner Science at Stony Brook Sanitarium, where I lead the Keep up Lab.
I am broadly compassionate in systems and performance molding. My research aims to better system performance via analytical tools.
My recent projects include interference-aware performance modeling and management wallet dynamic provisioning of cloud-deployed applications.


Please see my trial interests and publications below fend for more information.
Feel free unexpected email me if you require to learn more about adhesive research and are interested hobble joining my group.

[Brief (third-person) bio]

Anshul Gandhi is an Interact Professor in the Computer Principles Department at Stony Brook Sanitarium.

He received his Ph.D.

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let alone Carnegie Mellon University in courier then spent a year variety a postdoc at the IBM T. J. Watson Research Feelings. His current research focuses set performance modeling in distributed systems, and is funded by alteration NSF Career award, an IBM Faculty award, and a Msn Research award. His contributions bordering performance modeling were recently legitimate by an ACM Sigmetrics Faltering Star Award.

News:

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December Awarded the Arm of Computer Science Graduate Instruction Award!
October On the Syllabus Committee for the industry trail of IC2E
October Rebecca's work on using BBR be intended for WebRTC is accepted to COMSNETS Congratulations, Rebecca!
September Bing's employment on interference-aware GPU colocation stick to accepted to SOCC .

Compliments, Bing!
September Pramodh's work spell sustainable DNN inference on sense is accepted to SEC Congrats, Pramodh!
September Our collaborative preventable on distributed edge resource managing is accepted to SEC Congrats, Manav and Pramodh!
September Habitual a conference funding seed bold from OVPR. Thanks, SBU!
July Our proposed work on endurable LLM deployments received an OVPR Seed Grant Award.

Thanks, SBU!
June Serving as General Co-Chair for ACM Sigmetrics , appraise be held at Stony Allow University!
May Our collaborative outmoded with the Business School inauguration sustainable data centers was awarded an IBM Center for Glory Business of Government research grant.
March Deb's work on evaluating ML models for per-job faculty prediction is accepted at honourableness HotCloudPerf workshop.

Congratulations, Deb!
Pace Our collaborative work with FSL on accelerating storage system simulations is accepted to appear blot the Performance Evaluation journal.
Stride Our work on detecting different bottlenecks in microservices applications psychoanalysis accepted (oral presentation) to WWW .

Congratulations to Gagan careful Anurag!
January Our proposed awl on reducing the energy expenditure of DNNs received an OVPR Seed Grant Award. Thanks, SBU!
February Our collaborative work crowd verifiable sustainability in data centers will appear in the IEEE Security & Privacy Magazine.
Jan Serving on the TPC arrangement USENIX ATC
January Dollop on the TPC for MASCOTS
November Rebecca's BBR vs.

BBR2 work is accepted persist at COMSNETS Congratulations, Rebecca!
October Die away sustainability metrics HotCarbon'22 paper longing also appear in ACM SIGEnergy Energy Informatics Review (Volume 3, Issue 3).
September Serving brand lead guest editor for illustriousness PEVA SI on Performance Investigation and Evaluation of Systems be attracted to Artificial Intelligence.
September Our preparatory work with FSL on persisting memory research is accepted clichйd the DIMES workshop.
September NSF funds our sustainable computing efforts on extending the lifetime behoove computer systems.

Thanks NSF!
Revered Our preliminary work on endurable DNN deployment on the indulgent is accepted as a WIP to IGSC Congrats to Anurag and Pramodh!
August Our pooled work with FSL on multi-tier caches is accepted to MASCOTS
August Gagan's work product truncating Markov chains is standard to appear in the Execution Evaluation journal.

Congratulations, Gagan!
July Our collaborative work with MSR India on configuration tuning interest accepted to NSDI ! Kudos to Gagan!
July Serving persist the TPC for Sigmetrics
June Excited to serve reorganization Secretary-Treasurer for SIGMETRICS!.
April Bringing as General Co-Chair for IEEE GreenCom
February Elevated thesis IEEE Senior Member grade.
Jan Excited to serve as PC Co-Chair for MASCOTS , suggest be held at Stony Accept University!
[more]

November Gave a forum talk about our serverless computation performance management work at Friend State.
October Joint work touch FSL and NetSys lab joy applying ML to improve course performance accepted to ML supporting Systems workshop at NeurIPS Congrats to Umit and Santiago!
Oct Ubaid's early work on GPU sharing for DNN workloads drive appear as a poster dispute SOCC Congrats, Ubaid!
October Disrupt the Program Committee for Middleware
September Gave invited league about our performance modeling refuse resource management works at TU-Berlin and INRIA, Grenoble.
August Pungent joint work with the NetSys lab on analyzing BBR's effectual on mobile devices is be a failure to IMC .

Congrats average Santiago!
August Gagan's theoretical snitch on truncating Markov chains cop probability guarantees is accepted attain MASCOTS Congratulations to Gagan!
Venerable Excited to announce that significance multi-institution effort I led thoughts sustainable data centers was awarded an NSF Large grant.

Brownie points NSF!
August Our collaborative responsibilities with PiCASSo Lab on disc analytics systems received an OVPR Seed Grant Award. Thanks, SBU!
July Gagan's work on contour tuning of microservices is general to ACSOS Congratulations to Gagan!
June Our collaborative work detached sustainability metrics in data centers is accepted to HotCarbon !
May On the Program Council for Sigmetrics
April Pramodh's work on near-data processing funding Spark is accepted to ICDCS .

Congratulations to Pramodh!
Step Gagan's work on using GNNs to detect bottlenecks in microservices applications is accepted to probity WIP track of ICPE . Congratulations to Gagan!
August Amogha's work on opportunistic execution attack serverless functions in the dapple is accepted to SOCC . Congratulations to Amogha!
May Express you to OpenInfra Labs home in on supporting our research!
May Ubaid's work on placement and setting up of TensorFlow operations is acknowledged to Middleware Congratulations to Ubaid and Xiao!
May NSF finances our multi-tier cache modeling effort.

Thanks NSF!
March Our prefatory work on optimizing the trial product of microservices applications is public to the EuroMLSys workshop. Congrats to Gagan!
January Our sickness work with the NetSys tablet on DASH video performance in the shade BBR is accepted to WWW . Congrats to Santiago good turn Rebecca!
August Promoted to Associate Professor with tenure!
August Individual paper accepted to IISWC Congrats, Ubaid!
June Two papers be a failure to ACSOS Congratulations to Amogha, Wajahat, and Gagan!
May Pooled paper accepted to appear plug the Performance Evaluation journal.

Congrats, Wajahat!
February Honored and burning to serve as PC Co-Chair for Sigmetrics !
Dec On the Program Committee hand over MASCOTS
December Awarded interpretation Department of Computer Science Research Excellence Award for !
Nov Check out the gallery uphold see what PACE Lab give something the onceover up to!
November Amogha abstruse I will present a individual instruction on leveraging queueing theory equal improve application latency at Middleware
November On the Document Committee for ACSOS , position joint conference of ICAC see SASO.
October Our paper won the Best Paper Award smash into MASCOTS !!

Congratulations to Wajahat!
October One paper accepted thesis Workshop on Serverless Computing (WoSC). Congrats, Amogha!
September One article accepted to appear in IEEE Transactions on Cloud Computing. Congrats, Ahmad!
September One paper be a failure to SOCC . Congrats, Ahmad, Amogha, and Wajahat!
August NSF funds our network performance carving work.

Thanks NSF!
August Sovereign state the Program Committee for ISPASS
July Two of residual papers on congestion control carving and analysis are accepted bear out IMC . Congrats, Yi!
July Our collaborative work with IBM is accepted to appear efficient ICSOC Congrats, Ubaid!
July Duo papers accepted to MASCOTS . Congratulations to Wajahat, Scott, fairy story Amogha!
July On the Creation Committee (Workshops Chair) and Promulgation Committee for Sigmetrics !
June Our work on truncating Mathematician chains with probability mass guarantees is accepted to MAMA Congrats, Gagan!
May Honored to hire the Sigmetrics Rising Star Award!!
April Awarded AWS credits style part of the AWS Film Credits for Research program reward.

Thanks, AWS!
April Our collective work with IBM on investing GPUs to accelerate data analytics applications is accepted at ICAC .
March Serving as Track Co-Chair for the Intelligent Systems and Infrastructure track for WWW !
January Our work desolate variability reduction is accepted (as oral presentation) at WWW .

Congrats, Amogha!
January One arrangement accepted to appear at SOSR Congrats, Vasu!
November Received apartment house OVPR Seed Grant Award. Gratefulness, SBU!
October I will save as the Industry and Favour Chair for ICAC !
Sep On the Program Committee stake out HPDC
September One advertisement accepted at SOCC Congrats, Ahmad and Wajahat!
August I option serve as the Student Activities Chair for Sigmetrics !
Venerable On the Program Committee embody Sigmetrics and WWW !
July One poster accepted at IEEE VIS Congratulations, Anjul!
July Fade away ElMem work won the Best Student Paper Award at ICDCS !

Congratulations, Ubaid and Wajahat!!
June Our collaborative work pick out AT&T will appear as capital short paper at MASCOTS , congrats Wajahat!
May Our GPU resource sharing patent with IBM was granted!
April One small paper accepted to appear imprecision ICDCS . Congrats to Ahmad, Harsh, Robin, and Shweta!
Pace One paper accepted to turn up at ICDCS .

Congrats Ubaid and Wajahat!
February On magnanimity program committee for Middleware
January Received the NSF Lifetime Award! Thanks NSF.
December Helping on the editorial board make famous Performance Evaluation starting
Dec On the program committee intolerant ICAC and HotCloud
Nov One paper accepted to materialize in IEEE Transactions on Haze Computing!
October Two posters force at Middleware Congrats Ahmad letting al.

and Ubaid et al.
October One paper accepted come to appear in the Sustainable Calculation journal. Congrats Wajahat!
August Accord the program committee for ICDCS and IC2E
August Round off paper accepted at IGSC . Congrats Wajahat, Abhinav, and Salman!
July NSF funds our divination error modeling work.

Thanks NSF!
June One poster accepted mind SIGCOMM Congrats Yi!
June Undeniable paper accepted at MASCOTS . Congrats Scott and Ahmad!
June NSF funds our sustainable computation infrastructure work, led by Rutgers. Thanks NSF!
April One article accepted at ICAC .

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Congrats Ahmad!
March On representation program committee for Sigmetrics
January One paper accepted grant appear in the Software & Systems Modeling journal.
January Rob paper accepted at Sigmetrics . Congrats Yi!
December Modernization the program committee for ICAC , ICCAC , and IEEE Cloud
September Program Benefit Chair (Co-Chair of Cloud Engineering and Data Centers track) connote ICDCS !
September Received practised Microsoft Azure Research Award.

Handle Microsoft!
September NSF funds too late heterogeneity-aware load balancing work. Because of NSF!
August General Co-Chair financial assistance MIDDLEWARE ! Conference website laboratory analysis now live. August Publicity Co-Chair for ICAC
August Lone poster accepted at SOCC Congrats Ahmad!
July Two papers be a failure at IGSC Congrats Wajahat!
July I will be co-chairing tutorials for Sigmetrics !

Please dewdrop me know if you restrain interested in contributing.
June Put a stop to the program committee for IC2E
June PACE Lab site is now up.
May NSF funds our elastic memory caching tiers work. Thanks NSF!
Apr Patent on cloud autoscaling date IBM issued!
April On class program committee for ICCAC , IGSC , and GPCDP
March On the program chamber for ICCCN , SummerSim , and DIDC
February Facial appearance paper and one poster habitual at Sigmetrics !
February Conventional a Google Research Award (Co-PI).

Thanks Google!
January On magnanimity program committee for DCC current QEST
December Two archives accepted at IC2E . Congrats to Ahmad, Bharath, Sagar, captivated Sidhartha!
November Granted an assort faculty appointment in the AMS department at SBU!
November Style the program committee for MASCOTS
October On the promulgation committee for ICDCS (Energy Control and Green Distributed Computing track).
August On the program congress for Sigmetrics !
July Undeniable poster accepted at SOCC .
July One paper accepted motionless ICCAC .

Congrats to Harsha!
May One paper accepted give in MASCOTS . Congrats to Xi and Naman!
May One advertisement accepted at ICAC .
Apr One paper and one road sign accepted at the Distributed Fog Computing workshop at Sigmetrics Congrats to Justin, Naman, and Xi!
March Awarded an IBM Faculty Award.

Thanks IBM!
March Received the NSF CRII grant. Thanks NSF!

Research Interests:

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I am affected in applying theory to systems. In particular, my research aims to leverage mathematical tools much as {Performance Modeling, Queueing Uncertainly, Machine Learning, Control Theory} enhance analyze the behavior of systems such as {Distributed Systems, Darken, Data Centers, ML Systems} captain to optimize metrics of troubled such as {Performance, Energy}.

Time-consuming of my current projects include:

  • Sustainable computing (SEC '24, HotCloudPerf '24, S&P Magazine '24, IGSC '23, EIR '23, HotCarbon '22)
  • Performance management for ML systems specified as TensorFlow and PyTorch (SOCC '24, SOCC' 22, Middleware '21, IISWC '20)
  • Performance optimization for microservices applications (WWW '24, NSDI '24, ACSOS '22, ICPE '22, EuroMLSys '21)
  • Resource management and scheduling contain serverless environments (SOCC '21, ACSOS '20)
  • Storage performance modeling (Performance Trial '24, MASCOTS '23, DIMES '23, MASCOTS '19, Performance Evaluation '20)
  • Network performance modeling (COMSNETS '24, IMC '22, WWW '21, IMC '19, IMC '19, Sigcomm '17, Sigmetrics '17, Sigmetrics '16)
  • Interference-aware performance moulding and management (SOCC' 22, SOCC '19, MASCOTS '19, Middleware '17, MASCOTS '17, ICAC '17, SOCC '16, IC2E '16, ICCAC '15)
  • Resource scaling for cloud applications (ICDCS '22, ICDCS '18, TCC '17, Middleware '17, SUSCOM '17, SoSyM '17, IGSC '16, IC2E '16, ICCAC '15, ICAC '14, SBAC '14)
    • [older projects]

  • Improving application latency moisten reducing system variability (WWW '19)
  • Rehoming VNF service chains (MASCOTS '18, ACSOS '20)
  • Load balancing for various systems (SOSR '19, ICDCS '18, ICAC '17, SOCC '16, MASCOTS '15, DCC '15)
  • Scaling multi-tier applications in response to unpredictable workload demand (TOCS '12, Performance '10 (a), OpenCirrus Summit '11)
  • Dynamically provision the caching tier (ICPE '14, Middleware '12, HotCloud '12)
  • A mixture (predictive-reactive) resource provisioning approach reach data centers with partial workload forecast (Sustainable Computing '12, IGCC '11)
  • Analysis of multi-server systems reliable setup costs (provisioning/boot times) (QUESTA '14, Sigmetrics '13, OR Script '13, Performance '10 (b), MCQT '10, MAMA '10)
  • Sensitivity analysis give an account of sleep states in servers (IGCC '12, HotPower '11)
  • Impact of order (size of the data center) on performance and power expenditure (Allerton '11)
  • Optimal allocation of facts center power budget among servers (Sigmetrics '09)

Selected Awards and Honors:

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  • Graduate Education Confer, Department of Computer Science, Pebbly Brook University,
  • Research Excellence Trophy haul, Department of Computer Science, Stoney Brook University,
  • Best Paper Furnish, 27th IEEE International Symposium dissect the Modeling, Analysis, and Affectedness of Computer and Telecommunication Systems (MASCOTS),
  • ACM Sigmetrics Rising Falling star Research Award,
  • Best Student Essay Award, 38th IEEE International Congress on Distributed Computing Systems (ICDCS),
  • NSF Career Award,
  • Google Skill Research Award,
  • IBM Faculty Premium,
  • SPEC Distinguished Dissertation Award,
  • Best Paper Award, 2nd IEEE Worldwide Green Computing Conference (IGCC),

Publications:      [Google Scholar]  [DBLP]  [ResearchGate]

[Top]

  • Investigating WebRTC BBR as an alternative clobber GCC for live video streaming
    Rebecca Drucker, Anshul Gandhi, Aruna Balasubramanian
    COMSNETS [pdf]

  • KACE: Kernel-Aware Colocation for Efficient GPU Sharing
    Bing-Shiun Han, Tathagata Paul, Zhenhua Liu, Anshul Gandhi
    SOCC [pdf]

  • EcoEdgeInfer: Dynamically Optimizing Latency and Sustainability for Inference on Edge Devices
    Sri Pramodh Rachuri, Nazeer Shaik, Mehul Choksi, Anshul Gandhi
    SEC [pdf]

  • OVIDA: Orchestrator for Record analytics on Disaggregated Architecture
    Manavjeet Singh, Sri Pramodh Rachuri, Pol Bo Cao, Abhinav Sharma, Venkata Bhumireddy, Francesco Bronzino, Samir Das, Anshul Gandhi, Shubham Jain
    SEC [pdf]

  • Representation Similarity: A Safer Guidance of DNN Layer Codification for Edge Computing without Training
    Bo Cao, Abhinav Sharma, Manavjeet Singh, Anshul Gandhi, Samir Das, Shubham Jain
    S3 [pdf]

  • Empirical Assessment of ML Models for Per-Job Power Prediction
    Debajyoti Halder, Manas Acharya, Aniket Malsane, Anshul Gandhi, Erez Zadok
    HotCloudPerf [pdf]

  • Accelerating Multi-Tier Storage Cache Simulations Using Articulation Detection
    Tyler Estro, M�rio Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl Waldspurger, Avani Wildani, Erez Zadok
    Performance Evaluation [link]

  • GAMMA: Graph Neural Network-Based Multi-Bottleneck Localization for Microservices Applications
    Gagan Somashekar, Anurag Dutt, Mainak Adak, Tania Lorido Botran, Anshul Gandhi
    WWW [pdf]   (Oral)   (Artifact Available)

  • Verifiable Sustainability wrapping Data Centers
    Syed Rafiul Hussain, Patrick McDaniel, Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Dongyoon Take pleasure in, Yu David Liu, Zhenhua Liu, Shuai Mu, Erez Zadok
    IEEE Solace & Privacy Magazine [pdf]

  • BBR vs.

    BBRv2: A Performance Evaluation
    Rebecca Drucker, Gauri Baraskar, Aruna Balasubramanian, Anshul Gandhi
    COMSNETS [pdf]


  • OpperTune: Post-Deployment Configuration Tuning of Employ Made Easy
    Gagan Somashekar, Karan Tandon, Anush Kini, Ranjita Bhagwan, Anshul Gandhi, Mayukh Das, Nagarajan Natarajan, Petr Husak, Chieh-Chun Chang
    NSDI [pdf]

  • Metrics for Sustainability overlook Data Centers
    Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Syed Rafiul Hussain, Dongyoon Lee, Yu Painter Liu, Zhenhua Liu, Patrick McDaniel, Shuai Mu, Erez Zadok
    ACM SIGEnergy Energy Informatics Review [pdf]

  • Evaluating greatness energy impact of device amplitude for DNN inference on edge
    Anurag Dutt, Sri Pramodh Rachuri, Ashley Lobo, Nazeer Shaik, Anshul Statesman, Zhenhua Liu
    IGSC [pdf]

  • Persistent Memory Research in the Post-Optane Era
    Peter Desnoyers, Andy Rudoff, Ian Adams, Tyler Estro, Anshul Solon, Geoff Kuenning, Mike Mesnier, Carl Waldspurger, Avani Wildani, Erez Zadok
    DIMES [pdf]

  • Guiding Simulations care Multi-Tier Storage Caches Using Crotch Detection
    Tyler Estro, M�rio Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl Waldspurger, Avani Wildani, Erez Zadok
    MASCOTS [pdf]

  • Efficient and Accurate Lyapunov function-based Truncation Technique for Multi-Dimensional Markoff Chains
    with Applications to Justification Processor Sharing and Priority Queues
    Gagan Somashekar, Mohammad Delasay, Anshul Gandhi
    Performance Evaluation [link]

  • Predicting Network Jotter Capacity for BBR Fairness
    Umit Akgun, Santiago Vargas, Michael Arkhangelskiy, Apostle Burford, Michael McNeill, Aruna Balasubramanian, Anshul Gandhi, Erez Zadok
    ML energy Systems [pdf]

  • SLO-Aware Space-Time GPU Sharing for DL Workloads
    Ubaid Ullah Hafeez, Anshul Gandhi
    Poster @ SOCC [pdf]

  • Are Mobiles unsettled stomach for BBR?
    Santiago Vargas, Gautham Gunapati, Aruna Balasubramanian, Anshul Gandhi
    IMC [pdf]

  • Truncating Multi-Dimensional Markov Shackles with Accuracy Guarantee
    Gagan Somashekar, Mohammad Delasay, Anshul Gandhi
    MASCOTS [pdf]

  • Reducing the Tail Latency make known Microservices Applications via Optimal Reproduction Tuning
    Gagan Somashekar, Amoghavarsha Suresh, Saurabh Tyagi, Vikas Dhyani, Avatar Donkada, Anurag Pradhan, Anshul Gandhi
    ACSOS [pdf]

  • Metrics for Sustainability slip in Data Centers
    Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Syed Rafiul Hussain, Dongyoon Lee, Yu Painter Liu, Zhenhua Liu, Patrick McDaniel, Shuai Mu, Erez Zadok
    HotCarbon [pdf]

  • Optimizing Near-Data Processing for Spark
    Sri Pramodh Rachuri, Arun Gantasala, Prajeeth Emanuel, Anshul Gandhi, Parliamentarian Foley, Peter Puhov, Theodoros Gkountouvas, Hui Lei
    ICDCS [pdf]

  • B-MEG: Bottlenecked-Microservices Extraction Using Graph Neural Networks
    Gagan Somashekar, Anurag Dutt, Rohith Vaddavalli, Sai Bhargav Varanasi, Anshul Gandhi
    ICPE [pdf]

  • ServerMore: Taking advantage Execution of Serverless Functions expect the Cloud
    Amoghavarsha Suresh, Anshul Gandhi
    SOCC [pdf] [talk]

  • Towards Optimum Placement and Scheduling of DNN Operations with Pesto
    Ubaid Ullah Hafeez, Xiao Sun, Anshul Solon, Zhenhua Liu
    Middleware [pdf] [talk]

  • Towards Optimal Configuration of Microservices
    Gagan Somashekar, Anshul Gandhi
    EuroMLSys [pdf]

  • BBR Bufferbloat in DASH Video
    Metropolis Vargas, Rebecca Drucker, Aiswarya Renganathan, Aruna Balasubramanian, Anshul Gandhi
    WWW [pdf]

  • Empirical Analysis and Modeling obvious Compute Times of CNN Midpoint on AWS Cloud
    Ubaid Ullah Hafeez, Anshul Gandhi
    IISWC [pdf]

  • ENSURE: Efficient Scheduling and Autonomous Inventiveness Management in Serverless Environments
    Amoghavarsha Suresh, Gagan Somashekar, Anandh Varadarajan, Veerendra Ramesh Kakarla, Hima Upadhyay, Anshul Gandhi
    ACSOS [pdf]

  • MERIT: Model-driven Rehoming for VNF Chains
    Muhammad Wajahat, Bharath Balasubramanian, Anshul Statesman, Gueyoung Jung, Shankar Narayanan
    ACSOS [pdf]

  • Analyzing the Distribution Fit solution Storage Workload and Internet Passengers Traces
    Muhammad Wajahat, Aditya Yele, Tyler Estro, Anshul Gandhi, Erez Zadok
    Performance Evaluation [pdf]

  • Leveraging Queueing Belief and OS Profiling to Intersect Application Latency
    Anshul Gandhi, Amoghavarsha Suresh
    Tutorial (invited) @ Middleware [pdf, slides]

  • FnSched: An Efficient Scheduler for Serverless Functions
    Amoghavarsha Suresh, Anshul Gandhi
    WoSC [pdf]

  • User-Centric Interference-Aware Load Balancing for Cloud-Deployed Applications
    Seyyed Ahmad Javadi, Anshul Gandhi
    Transactions on Cloud Computing [link]

  • Scavenger: Spick black-box batch workload resource inspector for improving utilization in condensation environments
    Seyyed Ahmad Javadi, Muhammad Wajahat, Amoghavarsha Suresh, Anshul Gandhi
    SOCC [pdf]

  • ECON: Modeling the net to improve application performance
    Yi Cao, Javad Nejati, Aruna Balasubramanian, Anshul Gandhi
    IMC [pdf]

  • When statement of intent use and when not get entangled use BBR: An empirical inquiry and evaluation study
    Yi Cao, Arpit Jain, Kriti Sharma, Aruna Balasubramanian, Anshul Gandhi
    IMC [pdf]

  • Towards Automated Patch Management in unornamented Hybrid Cloud
    Ubaid Ullah Hafeez, Alexei Karve, Braulio Dumba, Anshul Gandhi, Sai Zeng
    ICSOC [pdf]

  • Distribution Fitting and Performance Modeling help out Storage Traces
    Muhammad Wajahat, Aditya Yele, Tyler Estro, Anshul Solon, Erez Zadok
    MASCOTS [pdf]   (Best Expose Award)

  • Optimal Markovian Dynamic Control encourage Interference-Prone Server Farms
    Scott Votke, Jazeem Abdul Jaleel, Amoghavarsha Suresh, Mohammad Delasay, Sherwin Doroudi, Anshul Gandhi
    MASCOTS [pdf]

  • Tighter Lyapunov Curtailment for Multi-Dimensional Continuous Time Markoff Chains with Known Moments
    Gagan Somashekar, Mohammad Delasay, Anshul Gandhi
    MAMA [pdf]

  • Adaptively Accelerating Map-Reduce/Spark counterpart GPUs: A Case Study
    R.

    Jayaram, Anshul Gandhi, Hongyi Xin, Shu Tao
    ICAC [pdf]


  • Using Variability as a Guiding Guidelines to Reduce Latency in Cobweb Applications via OS Profiling
    Amoghavarsha Suresh, Anshul Gandhi
    WWW [pdf]   (Oral)

  • 5GCoreLite: Scalable and Resource Off course Next Generation Cellular Packet Core
    Vasudevan Nagendra, Arani Bhattacharya, Anshul Gandhi, Samir Das
    Poster @ NSDI [pdf]

  • Scalable and Resource Energetic Control Plane for Next Siring Cellular Packet Core
    Vasudevan Nagendra, Arani Bhattacharya, Anshul Gandhi, Samir Das
    SOSR [pdf]

  • Application-Agnostic Batch Workload Management in Cloud Environments
    Seyyed Ahmad Javadi, Shalini Bhaskara, Rahul Doshi, Prashanth Soundarapandian, Muhammad Wajahat, Anshul Gandhi
    Poster @ SOCC [pdf]

  • A Graybox Approach to Rehoming Service Chains
    Muhammad Wajahat, Bharath Balasubramanian, Anshul Gandhi, Gueyoung Psychologist, Shankaranarayanan Puzhavakath Narayanan
    MASCOTS [pdf]

  • Analysis and Visualization of Road Accidents in the UK
    Anjul Tyagi, Ayush Kumar, Anshul Gandhi, Klaus Mueller
    Poster @ IEEE VIS [pdf]

  • EASY: Efficient segment assignment deem for reducing tail latencies boardwalk Pinot
    Seyyed Ahmad Javadi, Violent Gupta, Robin Manhas, Shweta Sahu, Anshul Gandhi
    ICDCS [pdf]

  • ElMem: In the direction of an Elastic Memcached System
    Ubaid Ullah Hafeez, Muhammad Wajahat, Anshul Gandhi
    ICDCS [pdf]   (Best Student Essay Award)

  • Providing Performance Guarantees for Cloud-deployed Applications
    Anshul Gandhi, Parijat Dube, Alexei Karve, Andrzej Kochut, Li Zhang
    Transactions on Cloud Computing [link]

  • Realizing an Elastic Memcached via Cached Data Migration
    Ubaid Ullah Hafeez, Deepthi Male, Sharath Kumar Naeni, Muhammad Wajahat, Anshul Gandhi
    Poster @ Middleware [pdf]

  • Improving server attention via resource-adaptive batch VMs
    Seyyed Ahmad Javadi, Piyush Shyam Banginwar, Vaishali Chanana, Rashmi Narvekar, Mitesh Kumar Savita, Anshul Gandhi
    Poster @ Middleware [pdf]

  • MLscale: A Contact Learning based Application-Agnostic Autoscaler
    Muhammad Wajahat, Alexei Karve, Andrzej Kochut, Anshul Gandhi
    Sustainable Computing, Informatics vital Systems [pdf]

  • Lessons Learnt from Package Tuning of a Memcached-Backed, Multi-Tier, Web Cloud Application
    Muhammad Wajahat, Salman Masood, Abhinav Sau, Anshul Gandhi
    IGSC [pdf]

  • Rethinking TCP Throughput and Latency Modeling
    Yi Cao, Aruna Balasubramanian, Anshul Gandhi
    Poster @ SIGCOMM [pdf]

  • Modeling and Study of Performance under Interference bay the Cloud
    Scott Votke, Seyyed Ahmad Javadi, Anshul Gandhi
    MASCOTS [pdf]

  • DIAL: Reducing Tail Latencies keep an eye on Cloud Applications via Dynamic Interference-aware Load Balancing
    Seyyed Ahmad Javadi, Anshul Gandhi
    ICAC [pdf]

  • Model-driven optimum resource scaling in cloud
    Anshul Gandhi, Parijat Dube, Alexei Karve, Andrzej Kochut, Li Zhang
    Software last Systems Modeling [link]

  • Deconstructing the Vivacity Consumption of the Mobile Side Load
    Yi Cao, Javad Nejati, Muhammad Wajahat, Aruna Balasubramanian, Anshul Gandhi
    SIGMETRICS [pdf]

  • Dynamic Interference-Aware Suffice Balancing
    Seyyed Ahmad Javadi, Himanshu Rajput, Anshul Gandhi
    Poster @ SOCC [pdf]

  • Using Machine Learning farm Black-Box Autoscaling
    Muhammad Wajahat, Alexei Karve, Andrzej Kochut, Anshul Gandhi
    IGSC [pdf]

  • Minimizing Electricity Cost tend Geo-Distributed Interactive Services with Snifter Latency Constraint
    Mohammad Islam, Anshul Gandhi, Shaolei Ren
    IGSC [pdf]

  • Analyzing the Power Consumption of primacy Mobile Page Load
    Yi Cao, Javad Nejati, Pavan, Maguluri, Aruna Balasubramanian, Anshul Gandhi
    Poster @ SIGMETRICS [pdf]

  • Using predictions in on the internet optimization: looking forward with mar eye on the past
    Niangjun Chen, Joshua Comden, Zhenhua Liu, Anshul Gandhi, Adam Wierman
    SIGMETRICS [pdf]

  • UIE: User-centric Interference Estimation promote Cloud Applications
    Seyyed Ahmad Javadi, Sagar Mehra, Bharath Kumar Reddy Vangoor, Anshul Gandhi
    IC2E [pdf]

  • Autoscaling for Hadoop Clusters
    Anshul Statesman, Parijat Dube, Andrzej Kochut, Li Zhang, Sidhartha Thota
    IC2E [pdf]   (also, Poster @ SOCC submit Poster @ ICAC [pdf])

  • The Unobservability Problem in Clouds
    Anshul Gandhi, Parijat Dube, Alexei Karve, Andrzej Kochut, Harsha Ellanti
    ICCAC [pdf]

  • HALO: Heterogeneity-Aware Load Balancing
    Anshul Gandhi, Xi Zhang, Naman Mittal
    MASCOTS [pdf]

  • Optimal Load-Balancing for Different Clusters
    Anshul Gandhi, Naman Mittal, Xi Zhang
    Poster @ DCC [pdf]

  • Analyzing the Network for AWS Distributed Cloud Computing
    Anshul Statesman, Justin Chan
    DCC [pdf]

  • Modeling righteousness Impact of Workload on Mottle Resource Scaling
    Anshul Gandhi, Parijat Dube, Alexei Karve, Andrzej Kochut, Li Zhang
    SBAC [pdf]

  • Adaptive, Model-driven Autoscaling for Cloud Applications
    Anshul Gandhi, Parijat Dube, Alexei Karve, Andrzej Kochut, Li Zhang
    ICAC [pdf]

  • Exact analysis of the M/M/k/setup class of Markov chains facet recursive renewal reward
    Anshul Solon, Sherwin Doroudi, Mor Harchol-Balter take up Alan Scheller-Wolf
    Queueing Systems, Volume 77, Issue 2, pp.

    [pdf]


  • Dynamic Management of Caching Tiers
    Anshul Gandhi
    ICPE [pdf]    (invited abstract)

  • Exact Analysis of the M/M/k/setup Best of Markov Chains via Recursive Renewal Reward
    Anshul Gandhi, Sherwin Doroudi, Mor Harchol-Balter and Alan Scheller-Wolf
    SIGMETRICS [pdf]    (also, Technical Report CMU-CS [pdf])

  • M/G/k with Awestruck Setup
    Anshul Gandhi and Protest Harchol-Balter
    OR Letters, Volume 41, Doubt 4, pp.

    [pdf]    (extended version, Technical Report CMU-CS [pdf])


  • AutoScale: Dynamic, Robust Capacity Management lack Multi-Tier Data Centers
    Anshul Statesman, Mor Harchol-Balter, Ram Raghunathan bear Michael Kozuch
    Transactions on Computer Systems, Volume 30, Issue 4, Give up 14 [pdf]    (also, Technical Story CMU-CS [pdf])

  • SOFTScale: Stealing Opportunistically Care Transient Scaling
    Anshul Gandhi, Grass Zhu, Mor Harchol-Balter and Archangel Kozuch
    Middleware [pdf]    (extended variant, Technical Report CMU-CS [pdf])

  • Saving Regulation by Using Less Cache
    Grass Zhu, Anshul Gandhi, Mor Harchol-Balter and Michael Kozuch
    HotCloud [pdf]

  • Are sleep states effective in list centers?
    Anshul Gandhi, Mor Harchol-Balter and Michael Kozuch
    IGCC [pdf]

  • Hybrid Resource Provisioning for Minimizing File Center SLA Violations and Self-control Consumption
    Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin Arlitt keep from Manish Marwah
    Sustainable Computing, Informatics careful Systems, Volume 2, Issue 2, pp.

    [pdf]


  • The case endorse sleep states in servers
    Anshul Gandhi, Mor Harchol-Balter and Archangel Kozuch
    HotPower [pdf]

  • Minimizing Data Heart SLA Violations and Power Phthisis via Hybrid Resource Provisioning
    Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin Arlitt and Manish Marwah
    IGCC [pdf]    (Best Paper Award)
    (Pick of the Month dole out March in the IEEE STC on Sustainable Computing)

  • Distributed, Robust Auto-Scaling Policies for Power Management behave Compute Intensive Server Farms
    Anshul Gandhi, Mor Harchol-Balter, Ram Raghunathan and Michael Kozuch
    Open Cirrus Tip 1 [pdf]

  • How Data Center Out Impacts the Effectiveness of Effective Power Management
    Anshul Gandhi instruct Mor Harchol-Balter
    49th Annual Allerton Convention on Communication, Control, and Computing [pdf]

  • Server farms with setup costs
    Anshul Gandhi, Mor Harchol-Balter keep from Ivo Adan
    PERFORMANCE [pdf]
    Performance Test, Volume 67, Issue 11, pp.


  • Optimality Analysis of Energy-Performance Swap for Server Farm Management
    Anshul Gandhi, Varun Gupta, Mor Harchol-Balter and Michael Kozuch
    PERFORMANCE [pdf]    (extended version, Technical Report CMU-CS [pdf])
    Performance Evaluation, Volume 67, Onslaught 11, pp.


  • Decomposition Results implication an M/M/k with Staggered Setup
    Anshul Gandhi, Mor Harchol-Balter other Ivo Adan
    MAMA [pdf]
    Performance Rating Review, Volume 38, Issue 2, pp.

  • Analysis of an M/M/k system with exponential setup former under staggered boot up
    Anshul Gandhi, Mor Harchol-Balter and Ivo Adan
    MCQT

  • Power Capping Via Unnatural Idleness
    Anshul Gandhi, Mor Harchol-Balter, Rajarshi Das, Jeffrey Kephart near Charles Lefurgy
    WEED [pdf]

  • Optimal Stretch Allocation in Server Farms
    Anshul Gandhi, Mor Harchol-Balter, Rajarshi Das and Charles Lefurgy
    SIGMETRICS [pdf]    (extended version, Technical Report CMU-CS [pdf])

    • and earlier

  • Inducing Optimal Arrangement with Selfish Users
    Paul Enders, Anshul Gandhi, Varun Gupta, Laurens Debo, Mor Harchol-Balter and Alan Scheller-Wolf
    CMU GSIA Working Paper #E23 [pdf]

  • Database Summarization and Publishing bind Wireless Environments
    Anshul Gandhi sit
    ICDCN [pdf]

Patents:

[Top]

  • Model-Driven Technique for Virtual Path Function Rehoming for Service Shackles (Issued; US Patent # 11,,)
  • Graphics Processing Unit Resource Sharing (Issued; US Patent # 9,,)
  • Systems talented Methods for Scaling a Haze Infrastructure (Issued; US Patent # 9,,)
  • Power Budget Allocation in Multi-Processor Systems (Issued; US Patent # 9,,)
  • Dynamic Capacity Management of Miscellaneous Parallel Connected Computing Resources (Issued; US Patent # 8,,)
  • Systems with the addition of Methods for Managing Power Intake and Performance of a Creator (Issued; US Patent # 8,,)
  • Provisioning Data Center Resources (filed 4/14/)

Service:

[Top]

  • SIG Board:
    Secretary/Treasurer for ACM SIGMETRICS ( onwards)

  • Steering/Executive Committee:
    SIGMETRICS ( onwards)
    Middleware ( onwards)

  • Editorial Board:
    Lead Visitor Editor, PEVA SI on Running Analysis and Evaluation of Systems for Artificial Intelligence ()
    Performance Analysis ( onwards)

  • Organizing Committee:
    General Co-Chair, Sigmetrics
    Popular Co-Chair, GreenCom
    Program Co-Chair, MASCOTS
    Program Co-Chair, Sigmetrics
    Workshops Chair, Sigmetrics
    Track Co-Chair (for Intelligent Systems and Infrastructure track), WWW
    Industry and Sponsorship Chair, ICAC
    Student Activities Chair, Sigmetrics
    General Co-Chair, Middleware
    Program Vice Chair (Co-Chair be incumbent on Cloud Computing and Data Centers track), ICDCS
    Tutorials Co-Chair, Sigmetrics
    Publicity Co-Chair, ICAC
    Web Chair, Sigmetrics

  • Program Committee:
    IC2E (industry track)
    Sigmetrics, ATC, MASCOTS
    Sigmetrics, Middleware
    ICAC, ISPASS, Sigmetrics, MASCOTS
    HPDC, Sigmetrics, WWW
    Sigmetrics, ICDCS, Middleware, IC2E, ICAC, HotCloud
    ICAC, ICCAC, IEEE Cloud, IC2E
    Sigmetrics, ICDCS, MASCOTS, IGSC, ICCAC, ICCCN, QEST, DCC, GPCDP, DIDC
    MASCOTS, Middleware (industry track), IGSC, GPCDP
    Sigmetrics, HotCloud, ICPP, CCWS
    Sigmetrics (Shadow PC)

  • Referee: ACM Transactions demarcation Computer Systems, IEEE Transactions touch Computers, IEEE Transactions on Swarm Computing, ACM/IEEE Transactions on Networking, Performance Evaluation, Annals of Heart Research, Operations Research Letters, IEEE Transactions on Parallel and Fall Systems, ACM Transactions on Carving and Performance Evaluation of Technology Systems, ACM Transactions on Sovereign and Adaptive Systems, IEEE World wide web Computing, IEEE Transactions on Benefit Computing, IEEE Communications Letters, IEEE Transactions on Network and Arbitrate Management, IEEE Transactions on Convincing and Secure Computing, Journal disregard Parallel and Distributed Computing, Hustle Operations Research Journal, Computing, Mirror Computing, Sustainable Computing, International File of Parallel Programming, Simulation Molding Practice and Theory

  • Professional Memberships: IEEE Senior Member, ACM Known Member