Ajay Mahimkar

ORCID: 0009-0001-4131-1601
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About
Contact & Profiles
Research Areas
  • Software System Performance and Reliability
  • Software-Defined Networks and 5G
  • Network Security and Intrusion Detection
  • Advanced MIMO Systems Optimization
  • Cloud Computing and Resource Management
  • Advanced Optical Network Technologies
  • Network Traffic and Congestion Control
  • Software Reliability and Analysis Research
  • Interconnection Networks and Systems
  • Caching and Content Delivery
  • Internet Traffic Analysis and Secure E-voting
  • Wireless Communication Networks Research
  • Advanced Software Engineering Methodologies
  • Mobile Ad Hoc Networks
  • Software Testing and Debugging Techniques
  • Energy Efficient Wireless Sensor Networks
  • Tensor decomposition and applications
  • Wireless Networks and Protocols
  • Advanced Wireless Network Optimization
  • Optical Network Technologies
  • IPv6, Mobility, Handover, Networks, Security
  • RFID technology advancements
  • Distributed systems and fault tolerance
  • Engineering and Test Systems
  • Service-Oriented Architecture and Web Services

AT&T (United States)
2016-2025

The University of Texas at Austin
2005-2010

University of Mumbai
2003

IPTV is increasingly being deployed and offered as a commercial service to residential broadband customers. Compared with traditional ISP networks, an distribution network (i) typically adopts hierarchical instead of mesh-like structure, (ii) imposes more stringent requirements on both reliability performance, (iii) has different protocols (which make heavy use IP multicast) traffic patterns, (iv) faces serious scalability challenges in managing millions elements. These unique...

10.1145/1592568.1592596 article EN 2009-08-16

Sensor networks include nodes with limited computation and communication capabilities. One of the basic functions sensor is to sense transmit data end users. The resource constraints security issues pose a challenge information aggregation in large networks. Bootstrapping keys another because public key cryptosystems are unsuitable for use resource-constrained In this paper, we propose solution by dividing problem two domains. First, present protocol establishing cluster using verifiable...

10.1109/glocom.2004.1378395 article EN 2005-04-05

Cloud service providers use replication across geographically distributed data centers to improve end-to-end performance as well offer high reliability under failures. Content often involves the transfer of huge sets over wide area network and demands backbone transport capacity. In this paper, we discuss how a Globally Reconfigurable Intelligent Photonic Network (GRIPhoN) between could operational flexibility for cloud providers. The proposed GRIPhoN architecture is an extension earlier...

10.1145/2070562.2070586 article EN 2011-11-14

Service quality in operational IP networks can be impacted due to planned or unplanned maintenance. During any maintenance activity, the responsibility of operations team is complete work order and perform a check-up ensure there are no unexpected service disruptions. Once complete, it crucial continuously monitor network look for performance impacts. What lack today effective tools rapidly detect induced changes. The large scale heterogeneity elements metrics makes problem extremely challenging.

10.1145/2079296.2079309 article EN 2011-12-06

Network resiliency is crucial to IP network operations. Existing techniques recover from one or a series of failures do not offer performance predictability and may cause serious congestion. In this paper, we propose Resilient Routing Reconfiguration (R3), novel routing protection scheme that (i) provably congestion-free under large number failure scenarios; (ii) efficient by having low router processing overhead memory requirements; (iii) flexible in accommodating different requirements...

10.1145/1851182.1851218 article EN 2010-08-30

Chronic network conditions are caused by performance impairing events that occur intermittently over an extended period of time. Such can cause repeated degradation to customers, and sometimes even turn into serious hard failures. It is therefore critical troubleshoot repair chronic in a timely fashion order ensure high reliability large IP networks. Today, troubleshooting often performed manually, making it tedious, time-consuming error-prone process.

10.1145/1544012.1544014 article EN 2008-01-01

Networks continue to change support new applications, improve reliability and performance reduce the operational cost. The changes are made network in form of upgrades such as software or hardware upgrades, service features configuration changes. It is crucial monitor when because they can have a significant impact on if not monitored may lead unexpected consequences networks. This be achieved manually for small number devices, but does scale large networks with hundreds thousands routers...

10.1145/1851182.1851219 article EN 2010-08-30

Cellular service providers add carriers in the network order to support increasing demand voice and data traffic provide good quality of users. Addition new requires operators accurately configure their parameters for desired behaviors. This is a challenging problem because large number related various functions like user mobility, interference management load balancing. Furthermore, same can have varying values across different locations manage behaviors as planned respond appropriately...

10.1145/3452296.3472906 article EN 2021-08-09

In large-scale IPTV systems, it is essential to maintain high service quality while providing a wider variety of features than typical traditional TV. Thus assessment systems are paramount importance as they monitor the user-perceived and alert when issues occurs. For however, there no simple metric represent Quality Experience (QoE). Moreover, only limited user feedback, often in form noisy delayed customer calls. Therefore, we aim approximate QoE through selected set performance indicators...

10.1145/2068816.2068836 article EN 2011-11-02

Cellular network service providers often have to conduct small scale testing in the operational before a change (e.g., new feature) is fully rolled out across entire network. This referred as First Field Application (FFA). However, assessing effectiveness of FFA changes challenging because overlapping external factors: seasonality (foliage, leaves budding), weather (rain, snow, hurricanes, storms), traffic pattern due big events games at stadiums, students returning school after holidays),...

10.1145/2535372.2535382 article EN 2013-12-04

Configuration tuning is one of the top network operational tasks for Cellular Service Providers (CSPs), and typically done to either restore performance during degraded conditions such as congestion, failure, planned upgrades, or optimize service through change trials. A long-standing challenge in has been associate a causal relationship between configuration impact. Confounders (or, external factors) make this extremely hard. In paper, we focus on improving presence confounders 5G...

10.1145/3709378 article EN Proceedings of the ACM on Networking 2025-03-05

Availability is a critical issue in modern distributed systems. While many techniques and protocols for preventing denial of service (DoS) attacks have been proposed deployed recent years, formal methods analyzing proving them correct not kept up with the state art DoS prevention. This paper proposes new protocol malicious bandwidth consumption, demonstrates how game-based can be successfully used to verify availability-related security properties network protocols. We describe two classes...

10.1109/csfw.2005.18 article EN 2005-07-06

IPTV is increasingly being deployed and offered as a commercial service to residential broadband customers. Compared with traditional ISP networks, an distribution network (i) typically adopts hierarchical instead of mesh-like structure, (ii) imposes more stringent requirements on both reliability performance, (iii) has different protocols (which make heavy use IP multicast) traffic patterns, (iv) faces serious scalability challenges in managing millions elements. These unique...

10.1145/1594977.1592596 article EN ACM SIGCOMM Computer Communication Review 2009-08-16

Network resiliency is crucial to IP network operations. Existing techniques recover from one or a series of failures do not offer performance predictability and may cause serious congestion. In this paper, we propose Resilient Routing Reconfiguration (R3), novel routing protection scheme that (i) provably congestion-free under large number failure scenarios; (ii) efficient by having low router processing overhead memory requirements; (iii) flexible in accommodating different requirements...

10.1145/1851275.1851218 article EN ACM SIGCOMM Computer Communication Review 2010-08-16

Change management has been a long-standing challenge for network operations. The large scale and diversity of networks, their complex dependencies, continuous evolution through technology software updates combined with the risk service impact create tremendous challenges to effectively manage changes. In this paper, we use data from provider experiences operations teams highlight need quick easy adaptation change capabilities keep up We propose new framework CORNET (COmposition fRamework...

10.1145/3452296.3472901 article EN 2021-08-09

Networks continue to change support new applications, improve reliability and performance reduce the operational cost. The changes are made network in form of upgrades such as software or hardware upgrades, service features configuration changes. It is crucial monitor when because they can have a significant impact on if not monitored may lead unexpected consequences networks. This be achieved manually for small number devices, but does scale large networks with hundreds thousands routers...

10.1145/1851275.1851219 article EN ACM SIGCOMM Computer Communication Review 2010-08-16

Recent deployments of Network Function Virtualization (NFV) architectures have gained tremendous traction. While virtualization introduces benefits such as lower costs and easier deployment network functions, it adds additional layers that reduce transparency into faults at layers. To improve fault analysis prediction for virtualized functions (VNF), we envision a runtime predictive system runs in parallel with existing reactive monitoring systems to provide operators timely warnings against...

10.1145/3278532.3278547 article EN 2018-10-31

We describe bandwidth-on-demand in an evolved multilayer, software-defined networking (SDN) based cloud services model. present motivation for using a multilayer architecture the wide-area network (WAN). Our laboratory testbed is described, and both hardware management are presented. also show initial proof-of-concept demonstration of this capability.

10.1364/jocn.7.00a326 article EN Journal of Optical Communications and Networking 2014-12-19

Planned upgrades in cellular networks occur every day, may often need to be performed on weekdays, and can potentially degrade service for customers. In this paper, we explore the problem of tuning network configurations order mitigate any potential impact due a planned upgrade which takes base station off-air. The objective is recover loss performance or coverage would have occurred without modifications. To our knowledge, mitigation downtimes has not been explored before literature....

10.1145/2716281.2836106 article EN 2015-12-01

Cellular service operators frequently tune the network configuration to optimize coverage, support seamless handovers, minimize channel interference, and improve performance experience end-users. Tuning such a complicated is highly challenging because of many parameters, evolving complexity cellular networks, diverse requirements across voice, video, data applications. Any misconfigurations or even poor settings can significantly negatively impact quality. In this paper, we propose new...

10.1145/3517745.3561455 article EN 2022-10-21

Cellular service providers (CSPs) require predicting the network performance for various reasons such as analyzing impact of planned configuration changes and large-scale events on network. Although configurations are widely considered key predictors performance, we claim that they insufficient accurately cellular performance. The networks impacted by unmeasured external factors (e.g., weather, called latents), therefore, prediction based solely may result in confounding effects. We show...

10.1145/3636534.3697425 article EN other-oa Proceedings of the 28th Annual International Conference on Mobile Computing And Networking 2024-12-04

Cellular service providers (CSPs) aim to optimize network performance and enhance user experience by tuning configurations. However, this process often requires continuous live testing, which incurs significant operational costs. In paper, we focus on predicting the impact of configuration changes using historical data, thereby reducing need for tests. A key challenge in developing such a model is accounting unobserved external factors (e.g., weather, referred as latents) that can introduce...

10.1145/3636534.3698246 article EN other-oa Proceedings of the 28th Annual International Conference on Mobile Computing And Networking 2024-12-04

Managing network configuration and improving service experience effectively is essential for cellular providers (CSPs). This challenging because of networks' large scale complexity, the wide variety parameters, performance impact tradeoffs resulting across multiple metrics geographical locations. paper focuses on learning using contexts to recommend performance-improving configurations. While contexts, one must carefully account parameter dependency, confusion that can arise due co-occurring...

10.1145/3570361.3613256 article EN Proceedings of the 28th Annual International Conference on Mobile Computing And Networking 2023-09-30

Cellular network providers collect and use a wide variety of data for assessing the service quality experienced by their smartphone users. The is essential tasks ranging from event detection, problem diagnosis, impact analysis, coverage capacity planning, load balancing, performance optimization. For example, measurements drive-by tests provide useful detailed information about different aspects such as dropped calls due to handovers or radio interference. However, major challenge effective...

10.5555/3375069.3375105 article EN 2016-11-30
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